ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.8003

Using real-time output
the "intra+extra" instruments

time =

    1.4444

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.049] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7479

Using real-time output
the "intra+extra" instruments

time =

    1.4008

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.043] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7857

Using real-time output
the "intra+extra" instruments

time =

    1.4434

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.042] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments
{Undefined function 'extract' for input arguments of type 'double'.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m', 366)" style="font-weight:bold">ipsoIARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m',366,0)">line 366</a>)
[F,Lam,eval] = extract(FAC,ENDOG); % extract: [factors, loadings, eigenvalues]
} 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8026

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4531

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.041] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7784

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4209

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.041] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7709

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4445

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8137

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4404

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.050] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7862

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4611

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.041] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7962

Using real-time output
the "intra+extra" instruments

time =

    1.4969

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.042] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7887

Using real-time output
the "intra+extra" instruments

time =

    1.4529

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.041] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.3585

Using real-time output
the "intra+extra" instruments

time =

    2.3532

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1107

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.1336

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7928


time =

    0.7929

Using real-time output
the "intra+extra" instruments

time =

    1.4708


time =

    1.4711

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7717


time =

    0.7718

Using real-time output
the "intra+extra" instruments

time =

    1.4376


time =

    1.4378

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.8026


time =

    0.8027

Using real-time output
the "intra+extra" instruments

time =

    1.4351


time =

    1.4352

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.000,0.043] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8097

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4415

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.000,0.039] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7847

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4237

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.000,0.039] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7919

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4420

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.000,0.039] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments
{Attempted to access Xii(1,3); index out of bounds because size(Xii)=[80,2].

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS_benati2008m', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS_benati2008m.m', 496)" style="font-weight:bold">ipsoIARCS_benati2008m</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS_benati2008m.m',496,0)">line 496</a>)
f(j,1)=Xii(j,npar)*((-1)^(maxormin))+(cc*v)^alfaa*lamda1;
} 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7825

Using real-time output
the "intra+extra" instruments

time =

    1.4599

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.8266

Using real-time output
the "intra+extra" instruments

time =

    1.4803

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.043] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8172

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4599

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.039] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7991

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4495

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8168

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4439

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.050] 
ipsoIARCS_GG
{Error: <a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS_GG.m',486,46)">File: ipsoIARCS_GG.m Line: 486 Column: 46</a>
Unbalanced or unexpected parenthesis or bracket.
} 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7743

Using real-time output
the "intra+extra" instruments

time =

    1.4789

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.450,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7972

Using real-time output
the "intra+extra" instruments

time =

    1.4791

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.472,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7796

Using real-time output
the "intra+extra" instruments

time =

    1.4239

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.357,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7505

Using real-time output
the "intra+extra" instruments

time =

    1.4416

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.400,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7570

Using real-time output
the "intra+extra" instruments

time =

    1.4438

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.367,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.8128

Using real-time output
the "intra+extra" instruments

time =

    1.4513

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.366,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7565

Using real-time output
the "intra+extra" instruments

time =

    1.4198

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.410,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7916

Using real-time output
the "intra+extra" instruments

time =

    1.4388

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.429,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8024

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4492

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.408,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7541

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4480

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.284,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7846

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4535

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.298,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7479

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4304

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7919

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4353

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.323,0.990] 
main_pout_iden
size and power study of the F cutoff-based LR test, Linde Model, p=4
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0839

Using real-time output
the "intra+extra" instruments

time =

    1.9874

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0494

Using real-time output
the "intra+extra" instruments

time =

    2.0172

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.159,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.9932

Using real-time output
the "intra+extra" instruments

time =

    1.9542

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.219,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0651

Using real-time output
the "intra+extra" instruments

time =

    2.0070

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.074,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.3151

Using real-time output
the "intra+extra" instruments

time =

    2.5568

Max NO. of Particles= 100.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.3055

Using real-time output
the "intra+extra" instruments

time =

    2.4734

Max NO. of Particles= 100.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.091,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.2301

Using real-time output
the "intra+extra" instruments

time =

    2.3825

Max NO. of Particles= 100.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.121,0.989] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    2.3908

Using real-time output
the "intra+extra" instruments

time =

    4.7093

Max NO. of Particles= 100.0 ,Max NO. of iterations= 150.0 , parameter    1 
bands= [0.031,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    2.8194

Using real-time output
the "intra+extra" instruments

time =

    5.1359

Max NO. of Particles= 100.0 ,Max NO. of iterations= 150.0 , parameter    1 
bands= [0.062,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    2.6516

Using real-time output
the "intra+extra" instruments

time =

    4.9427

Max NO. of Particles= 100.0 ,Max NO. of iterations= 150.0 , parameter    1 
bands= [0.206,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    2.6029

Using real-time output
the "intra+extra" instruments

time =

    4.9424

Max NO. of Particles= 100.0 ,Max NO. of iterations= 150.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    2.5850

Using real-time output
the "intra+extra" instruments

time =

    4.8673

Max NO. of Particles= 100.0 ,Max NO. of iterations= 150.0 , parameter    1 
bands= [0.205,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    2.5560

Using real-time output
the "intra+extra" instruments

time =

    4.9435

Max NO. of Particles= 100.0 ,Max NO. of iterations= 150.0 , parameter    1 
bands= [0.150,0.990] 
ipsoIARCS
if system_dependent('IsDebugMode')==1, dbquit; end
ipsoIARCS
{Error: <a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m',35,14)">File: ipsoIARCS.m Line: 35 Column: 14</a>
Unexpected MATLAB expression.
} 
ipsoIARCS
{Error: <a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m',35,14)">File: ipsoIARCS.m Line: 35 Column: 14</a>
Unexpected MATLAB expression.
} 
ipsoIARCS
{Index exceeds matrix dimensions.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m', 127)" style="font-weight:bold">ipsoIARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m',127,0)">line 127</a>)
    factor= factor(istart:iend,:);
} 
load('factorq.mat')
ipsoIARCS
{Index exceeds matrix dimensions.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m', 127)" style="font-weight:bold">ipsoIARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m',127,0)">line 127</a>)
    factor= factor(istart:iend,:);
} 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.6096

Using real-time output
the "intra+extra" instruments

time =

    3.0408

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.101,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0477

Using real-time output
the "intra+extra" instruments

time =

    1.9942

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1110

Using real-time output
the "intra+extra" instruments

time =

    2.1047

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.2948

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.3613

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.5207

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.8717

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3832

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.6197

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0914

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.1153

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1443

Using real-time output
the "intra+extra" instruments

time =

    2.1219

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.219,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1350

Using real-time output
the "intra+extra" instruments

time =

    2.1413

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0881

Using real-time output
the "intra+extra" instruments

time =

    2.0778

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.214,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1216

Using real-time output
the "intra+extra" instruments

time =

    2.0925

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.143,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1057

Using real-time output
the "intra+extra" instruments

time =

    2.1169

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.081,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1010

Using real-time output
the "intra+extra" instruments

time =

    2.1069

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.189,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1202

Using real-time output
the "intra+extra" instruments

time =

    2.1141

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1195

Using real-time output
the "intra+extra" instruments

time =

    2.1203

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.163,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0206

Using real-time output
the "intra+extra" instruments

time =

    2.0555

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.218,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0905

Using real-time output
the "intra+extra" instruments

time =

    2.0454

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.218,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1150

Using real-time output
the "intra+extra" instruments

time =

    2.0874

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.194,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1022

Using real-time output
the "intra+extra" instruments

time =

    2.1117

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.102,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1155

Using real-time output
the "intra+extra" instruments

time =

    2.0834

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.007,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1216

Using real-time output
the "intra+extra" instruments

time =

    2.1310

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.008,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1128

Using real-time output
the "intra+extra" instruments

time =

    2.1816

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.002,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0974

Using real-time output
the "intra+extra" instruments

time =

    2.0806

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.008,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0944

Using real-time output
the "intra+extra" instruments

time =

    2.0838

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.008,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1046

Using real-time output
the "intra+extra" instruments

time =

    2.1030

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.017,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0885

Using real-time output
the "intra+extra" instruments

time =

    2.0800

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.989] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1440

Using real-time output
the "intra+extra" instruments

time =

    2.1644

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.034,0.959] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1243

Using real-time output
the "intra+extra" instruments

time =

    2.1059

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1296

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.1262

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1140

Using real-time output
the "intra+extra" instruments

time =

    2.0971

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.905] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0207

Using real-time output
the "intra+extra" instruments

time =

    1.8927

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.938] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0925

Using real-time output
the "intra+extra" instruments

time =

    2.0652

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.941] 
Xnbest

Xnbest =

    0.0383    0.0000

nbest

nbest =

   6.7765e-05

ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1341

{Undefined function or variable 'lambda1'.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m', 588)" style="font-weight:bold">ipsoIARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS.m',588,0)">line 588</a>)
if lambda1~=0
} 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0783

does not pass the test
Using real-time output
the "intra+extra" instruments

time =

    2.0652

does not pass the test
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.926] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1114

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0936

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.088] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1012

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1073

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0934

Using real-time output
the "intra+extra" instruments

time =

    2.0563

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1064

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0581

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1165

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0842

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0946

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0951

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.085] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1362

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1334

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.077] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0087

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0162

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.034] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1305

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1312

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.076] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1098

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1097

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.935] 
nbest

nbest =

   2.2714e-06

Xnbest

Xnbest =

    0.5254    0.0000

b
{Undefined function or variable 'b'.
} 
d

d =

     3

ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1385

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1275

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.941] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0282

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    1.9287

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.942] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1020

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0943

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.908] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1166

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1143

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.943] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0908

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0459

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0069

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0174

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.986] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1272

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0918

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.987] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0920

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0517

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.983] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1138

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.1115

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.974] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0920

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0304

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.981] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0761

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0447

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.965] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0731

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0502

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.980] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0608

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0741

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.975] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0885

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0641

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.979] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0679

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0344

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.962] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0775

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.9941

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.971] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0584

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0008

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.952] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0923

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0208

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.978] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.2120

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.4411

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.968] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.4036

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.6480

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.950] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3917

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.6517

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.973] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.2534

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.4360

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.974] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3001

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.4546

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.958] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.2812

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.4546

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.983] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.2898

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.4953

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.983] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1038

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0764

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.985] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0785

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0308

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.985] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0989

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0729

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.985] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0574

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0263

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.966] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.9976

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9233

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.987] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0649

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0047

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.981] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0578

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9545

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.986] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0878

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0305

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.985] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0659

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0251

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.966] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0831

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0283

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.988] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0931

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0414

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.986] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0580

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.9979

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.986] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0573

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0105

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.985] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0949

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0683

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.985] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0789

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0482

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.971] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0018

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.9731

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.973] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0589

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0332

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.956] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1191

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0749

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.034,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1343

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.1119

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.093,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0868

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0539

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.153,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1122

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0765

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1169

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0966

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0739

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0174

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.983] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0742

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0156

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.005,0.980] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0729

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0473

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.012,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0817

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0701

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.166,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0963

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0741

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.157,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0780

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0458

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.166,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0661

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0582

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.166,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0732

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0412

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.134,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0942

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0515

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.140,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0643

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0312

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.098,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0207

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0179

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.166,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0695

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0187

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.506,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0690

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0252

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.506,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0748

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0425

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.506,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0224

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9700

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0920

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0753

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.510,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0877

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.1031

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.510,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1115

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0867

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.071] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0836

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    2.0529

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.071] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0758

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0128

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.243] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0815

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0207

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.244] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1061

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0711

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.244] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0617

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0070

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.090] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0055

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9452

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.088] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0640

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0155

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.090] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0649

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0193

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.241] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0870

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0446

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.240] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.1052

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0695

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.241] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0964

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0953

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0889

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0721

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1081

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0634

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0607

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.9999

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0759

does not pass the test!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0270

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0698

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.9843

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0521

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0308

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0663

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0269

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.178,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0674

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0474

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0736

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0410

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0814

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0513

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0639

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0298

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.225,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0681

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.0295

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0585

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0041

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0838

does not pass the test!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0316

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.989] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0575

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0207

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.9801

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.8463

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.510,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7315

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3910

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7513

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3997

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8024

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4301

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.311,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7928

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4415

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.242,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7898

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4153

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.310,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7661

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4264

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.310,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7901

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4609

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.310,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7996

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4451

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.310,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7436

does not pass the test!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3570

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7895

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4215

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.177,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7590

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3923

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.253,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7939

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4972

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.218,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7705

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4193

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.142,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7458

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3931

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.186,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8157

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4824

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.225,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7477

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4105

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.285,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8275

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.5558

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.285,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7343

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.4138

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.042] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7762

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.4125

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.042] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7356

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4005

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.041] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7763

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4277

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.041] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7815

does not pass the test!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4297

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7746

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4078

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.050] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7771

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4237

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.050] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8092

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.5803

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.103] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7806

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.4167

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.103] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7765

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3952

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.195] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7426

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3954

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.195] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7768

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4075

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.090] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7789

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4231

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.090] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7575

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4052

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.166] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7687

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4363

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.166] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7627

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.4086

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.8003

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4349

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.338,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7978

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4515

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.332,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7745

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4305

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.338,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7293

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4139

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7606

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4218

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.306,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7611

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3931

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.285,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8009

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4610

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.306,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.0805

Using real-time output
the "intra+extra" instruments

time =

    2.0373

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.0795

Using real-time output
the "intra+extra" instruments

time =

    2.0541

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.0889

Using real-time output
the "intra+extra" instruments

time =

    2.0737

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0840

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0216

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0835

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0418

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0877

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0254

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.1030

Using real-time output
the "intra+extra" instruments

time =

    2.0921

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.0836

Using real-time output
the "intra+extra" instruments

time =

    2.1263

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0769

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0565

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0955

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0166

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0824

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0333

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0938

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0857

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.071] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0946

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0982

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.071] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1328

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.1040

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.240] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0823

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0513

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.244] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0876

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0613

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.244] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0146

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9687

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.070] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1018

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9984

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.070] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0839

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0469

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.240] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0841

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0637

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.236] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.1045

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0756

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0731

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0092

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.957] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.1627

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.1455

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.951] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0942

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0624

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0949

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0588

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0797

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0379

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0992

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0577

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0839

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0419

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0677

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0523

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0972

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0694

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1092

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0827

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0899

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0365

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.1022

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0515

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.960] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0839

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0443

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1153

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0905

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0826

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.9872

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1057

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0967

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7761

Using real-time output
the "intra+extra" instruments

time =

    1.4687

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.039] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7896

Using real-time output
the "intra+extra" instruments

time =

    1.4548

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.039] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8076

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4916

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.040] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7789

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4350

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.040] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.8297

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4518

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8072

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4391

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.050] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8061

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4601

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.049] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.8181

Using real-time output
the "intra+extra" instruments

time =

    1.4574

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7677

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4326

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7723

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4112

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.8286

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4496

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7908

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4381

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.084] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8079

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4499

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.084] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7844

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4181

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.172] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7566

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4124

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.183] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7754

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4044

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.193] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7790

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4671

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.171] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7979

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4475

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.064] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7888

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4498

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.070] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.8285

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4706

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.069] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8306

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4745

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.166] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7389

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4060

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.157] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7977

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4588

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.146] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7771

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4278

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.153] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8089

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4649

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.155] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8014

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4810

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7983

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4593

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7863

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4843

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7405

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3523

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0880

Using real-time output
the "intra+extra" instruments

time =

    1.9756

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0629

Using real-time output
the "intra+extra" instruments

time =

    2.0300

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0936

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0411

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.863] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0804

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0710

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.863] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.9677

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.8560

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.1092

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.1036

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.865] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0471

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0147

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.865] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0921

Using real-time output
the "intra+extra" instruments

time =

    2.0591

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.510,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0521

Using real-time output
the "intra+extra" instruments

time =

    2.0511

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.509,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.1250

Using real-time output
the "intra+extra" instruments

time =

    2.1172

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.513,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1253

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0843

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0688

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0379

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0929

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0619

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0694

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0803

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0762

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0351

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.816] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.9913

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.9200

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.814] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0932

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0549

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.1044

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0674

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.818] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0753

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0506

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.818] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0760

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0556

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.222,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0689

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0813

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.223,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0746

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0700

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.224,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1503

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0854

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.539,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0759

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0449

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.539,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0800

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0477

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.081,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0565

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0296

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.076,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0026

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.9748

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.076,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0636

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0241

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.546,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0670

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0107

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.546,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7860

Using real-time output
the "intra+extra" instruments

time =

    1.4362

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7800

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4408

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7615

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4154

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7939

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4533

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7793

Using real-time output
the "intra+extra" instruments

time =

    1.4612

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.458,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7908

Using real-time output
the "intra+extra" instruments

time =

    1.4434

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.456,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7990

Using real-time output
the "intra+extra" instruments

time =

    1.4581

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.453,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.8037

Using real-time output
the "intra+extra" instruments

time =

    1.4803

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.454,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7937

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4330

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.450,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.8019

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4471

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.450,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7553

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.4328

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7745

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4294

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.423,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7722

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4332

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.433,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7820

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4470

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.426,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8069

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4712

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7870

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4501

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.8053

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4748

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8029

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4460

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8102

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4920

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.062,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7759

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4076

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.033,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7752

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4136

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.029,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8025

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4531

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.031,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7917

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4834

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.030,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7342

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3831

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.445,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7796

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4271

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.448,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7720

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4423

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.419,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7947

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4528

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.435,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7743

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3957

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.414,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7921

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4448

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.422,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.8065

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4529

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.412,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.8168

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4517

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.426,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7917

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4519

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.104,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7640

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4254

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.099,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7728

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4247

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.098,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7814

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.4455

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.098,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8094

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4860

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.378,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8214

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4561

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.413,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7830

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4461

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.412,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7997

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4451

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.370,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.8217

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4885

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.409,0.989] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7927

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4273

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.412,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7014

Using real-time output
the "intra+extra" instruments

time =

   17.1979

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.080] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7638

Using real-time output
the "intra+extra" instruments

time =

   17.6518

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.080] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    8.6416

Using real-time output
the "intra+extra+important factors" instruments

time =

   17.4246

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    8.2979

Using real-time output
the "intra+extra+other factors" instruments

time =

   16.7903

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    8.6033

Using real-time output
the "intra+extra+all factors" instruments

time =

   16.9243

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.6192

Using real-time output
the "intra+extra" instruments

time =

   17.0166

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.989] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    8.5902

Using real-time output
the "intra+extra+important factors" instruments

time =

   16.9654

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    8.6876

Using real-time output
the "intra+extra+other factors" instruments

time =

   16.9481

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    8.5040

Using real-time output
the "intra+extra+all factors" instruments

time =

   16.6578

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.5817

Using marginal cost measure
the "intra+extra" instruments

time =

   17.0189

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.5603

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.8423

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5451

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.8170

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.5614

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   17.0529

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.6502

Using marginal cost measure
the "intra+extra" instruments

time =

   17.0366

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.122] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.6954

Using marginal cost measure
the "intra+extra" instruments

time =

   17.0711

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.122] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.4329

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.6313

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.151] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.4782

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.7016

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.152] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.4993

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.7756

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.103] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5352

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.9040

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.079] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.5078

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   16.8680

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.152] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.6683

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   17.2036

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.153] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.3950

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.8333

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.104] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8347

Using marginal cost measure
the "intra+extra" instruments

time =

   17.3133

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.989] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.4123

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.4985

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5261

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.9392

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.4324

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   16.8919

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.001,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    5.2119

Using real-time output
the "intra+extra" instruments

time =

   10.1627

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.0302

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.8064

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    4.9752

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.9273

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0633

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.8717

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    5.1983

Using real-time output
the "intra+extra" instruments

time =

   10.2561

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.094] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    5.1419

Using real-time output
the "intra+extra" instruments

time =

   10.1760

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.084] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.0098

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.8275

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.191] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1113

Using real-time output
the "intra+extra+important factors" instruments

time =

   10.0244

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.158] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.0872

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.9896

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.190] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1982

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.9317

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.173] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.1265

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.9764

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    4.9844

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.8303

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.0485

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.9153

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.989] 
ipsoGARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0855

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.9600

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.258] 
ipsoGARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    4.9838

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.7549

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.001,0.215] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    5.1375

Using real-time output
the "intra+extra" instruments

time =

   10.0855

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    4.9928

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.8863

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.1187

Using real-time output
the "intra+extra+other factors" instruments

time =

   10.0186

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    5.0879

Using marginal cost measure
the "intra+extra" instruments

time =

   10.1385

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0686

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.9600

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.1064

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9014

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    5.1660

Using marginal cost measure
the "intra+extra" instruments

time =

   10.0628

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.222] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    5.1866

Using marginal cost measure
the "intra+extra" instruments

time =

   10.1038

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.223] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0460

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.7781

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.203] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0313

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.8271

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.196] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.0562

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    9.8572

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.001,0.093] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.0412

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    9.9459

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.001,0.093] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.3141

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   10.3630

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.093] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.2599

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   10.1050

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.189] 
ipsoGARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.1126

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9631

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.189] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    8.6841

Using real-time output
the "intra+extra" instruments

time =

   17.2580

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.050] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    8.6021

Using real-time output
the "intra+extra" instruments

time =

   17.0301

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.050] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    8.4913

Using real-time output
the "intra+extra+important factors" instruments

time =

   16.6917

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    8.4461

Using real-time output
the "intra+extra+other factors" instruments

time =

   16.8575

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    8.3730

Using real-time output
the "intra+extra+all factors" instruments

time =

   16.6905

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    8.6544

Using real-time output
the "intra+extra" instruments

time =

   17.3030

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    8.5276

Using real-time output
the "intra+extra+all factors" instruments

time =

   16.7998

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.7811

Using marginal cost measure
the "intra+extra" instruments

time =

   17.2022

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.110] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.6936

Using marginal cost measure
the "intra+extra" instruments

time =

   17.3044

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.103] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.5907

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.7967

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.137] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.5227

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.8554

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.151] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.6034

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.9917

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.127] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5158

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.6301

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.050] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5236

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.8307

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.053] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5942

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.9011

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.054] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.7574

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   17.0931

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.142] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.6072

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   17.0349

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.159] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.6546

Using marginal cost measure
the "intra+extra" instruments

time =

   17.1340

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.5586

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   16.9586

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    4.9982

Using real-time output
the "intra+extra" instruments

time =

    9.9561

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.073] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    5.2291

Using real-time output
the "intra+extra" instruments

time =

   10.1339

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.064] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    5.1344

Using real-time output
the "intra+extra" instruments

time =

   10.1574

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.065] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1179

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.9473

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.044] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1023

Using real-time output
the "intra+extra+important factors" instruments

time =

   10.0853

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.062] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1198

Using real-time output
the "intra+extra+important factors" instruments

time =

   10.0773

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.064] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.0605

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.7884

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0787

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.9252

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.071] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0937

Using real-time output
the "intra+extra+all factors" instruments

time =

   10.0708

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.072] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    5.2174

Using real-time output
the "intra+extra" instruments

time =

   10.2178

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0950

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.8462

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.170,0.988] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.1219

Using real-time output
the "intra+extra+all factors" instruments

time =

   10.0387

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.017,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.2286

Using real-time output
the "intra+extra+other factors" instruments

time =

   10.0529

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.0208

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.7761

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.005,0.988] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    5.2556

Using marginal cost measure
the "intra+extra" instruments

time =

   10.2692

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.190] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    5.1811

Using marginal cost measure
the "intra+extra" instruments

time =

   10.1019

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.197] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    5.3386

Using marginal cost measure
the "intra+extra" instruments

time =

   10.5360

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.223] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    5.2280

Using marginal cost measure
the "intra+extra" instruments

time =

   10.1852

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.222] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments
{Attempted to access Xii(1,3); index out of bounds because size(Xii)=[30,2].

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoGARCS_benati2008m', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoGARCS_benati2008m.m', 514)" style="font-weight:bold">ipsoGARCS_benati2008m</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoGARCS_benati2008m.m',514,0)">line 514</a>)
    f(j,1)=Xii(j,npar)*((-1)^(maxormin))+(cc*v)^alfaa*lamda1;
} 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0435

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.7988

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.156] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.1597

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   10.1548

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.160] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.5659

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   10.3838

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.163] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.6292

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   11.5877

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.212] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.1317

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   10.0637

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.211] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.0137

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    9.9218

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.085] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.1928

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   10.0394

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.086] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.2124

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9985

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.180] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.0703

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9906

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.155] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    5.1760

Using marginal cost measure
the "intra+extra" instruments

time =

   10.0907

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.1103

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9078

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.7103

Using real-time output
the "intra+extra" instruments

time =

   17.3990

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    8.5098

Using real-time output
the "intra+extra+important factors" instruments

time =

   16.9390

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    8.5053

Using real-time output
the "intra+extra+other factors" instruments

time =

   16.9753

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    8.4336

Using real-time output
the "intra+extra+all factors" instruments

time =

   16.6979

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.6823

Using real-time output
the "intra+extra" instruments

time =

   17.0724

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.150,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.6725

Using real-time output
the "intra+extra" instruments

time =

   17.2718

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.148,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    8.4872

Using real-time output
the "intra+extra+important factors" instruments

time =

   16.6841

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    8.4513

Using real-time output
the "intra+extra+other factors" instruments

time =

   16.7935

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    8.4450

Using real-time output
the "intra+extra+all factors" instruments

time =

   16.7122

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8408

Using marginal cost measure
the "intra+extra" instruments

time =

   17.2678

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.4759

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.6222

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5089

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   17.0167

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.6367

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   16.9877

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.7560

Using marginal cost measure
the "intra+extra" instruments

time =

   17.2214

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.022,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.5348

Using marginal cost measure
the "intra+extra" instruments

time =

   17.0522

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.072,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.6941

Using marginal cost measure
the "intra+extra" instruments

time =

   17.1063

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.053,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.5055

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.8434

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.373,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.6392

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.9968

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.349,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    8.5739

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   16.8968

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.361,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.5110

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.6691

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.099,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.6301

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.8697

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.042,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    8.6005

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   16.8565

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.082,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.4194

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   16.6318

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.402,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    8.4665

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   16.7599

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.425,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    5.2296

Using real-time output
the "intra+extra" instruments

time =

   10.1570

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.899] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1093

Using real-time output
the "intra+extra+important factors" instruments

time =

    9.8394

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.0641

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.9441

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0709

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.8035

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    5.2425

Using real-time output
the "intra+extra" instruments

time =

   10.5668

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.067,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    5.2652

Using real-time output
the "intra+extra" instruments

time =

   10.3571

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.071,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    5.1223

Using real-time output
the "intra+extra+important factors" instruments

time =

   10.0226

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    5.0293

Using real-time output
the "intra+extra+other factors" instruments

time =

    9.8308

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    5.0078

Using real-time output
the "intra+extra+all factors" instruments

time =

    9.9616

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    5.2569

Using marginal cost measure
the "intra+extra" instruments

time =

   10.3595

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.1082

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.9729

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.1084

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    9.9864

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.0163

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9131

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.897] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    5.1794

Using marginal cost measure
the "intra+extra" instruments

time =

   10.3055

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0624

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   10.0206

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.128,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.1694

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   10.0540

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.163,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0557

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.8440

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.136,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0726

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    9.8123

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.167,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.1060

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   10.0135

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.161,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.1409

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   10.0643

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.125,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.0959

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    9.9191

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.136,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.1840

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9302

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.157,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.0588

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9875

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.146,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.0850

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    9.9506

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.128,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    5.1352

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

   10.0477

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.143,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.0420

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    9.8268

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.102,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    5.2061

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

   10.2254

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.205,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    5.0547

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

   10.0157

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.215,0.990] 
check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.3500 ,LRmc= 1.1428 , LRmcF= 1.4795 

time =

    6.3934

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.0100 ,LRmc= 1.3984 , LRmcF= 3.8770 

time =

    5.7433

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.3500 ,LRmc= 1.1296 , LRmcF= 1.3473 

time =

    6.2182

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.1600 ,LRmc= 1.2092 , LRmcF= 2.1307 

time =

    6.2081

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.1600 ,LRmc= 1.2092 , LRmcF= 2.1307 

time =

    6.1732

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.3500 ,LRmc= 1.1296 , LRmcF= 1.3473 

time =

    6.1012

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.1600 ,LRmc= 1.2092 , LRmcF= 2.1307 

time =

    6.1720

main_pout_iden
size and power study of the F cutoff-based LR test, Linde Model, p=4
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6966

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3152

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.401,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6647

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3291

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.312,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6476

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.2965

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.341,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6987

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3645

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.331,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.8028

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.4714

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.357,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6888

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3441

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.348,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6783

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.2437

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.314,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6461

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3119

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.404,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6908

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.2494

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.128,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6869

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.2568

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.070,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6811

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.2869

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.128,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7003

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first 6 factors

time =

    1.3352

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.125] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7245

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3619

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.336,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6870

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3120

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.340,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7108

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3478

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.334,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6962

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3389

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.404,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6912

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3462

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.166,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6462

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.2754

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.138,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7194

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3744

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.130,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6720

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.2781

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.137,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7285

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3581

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.171,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6736

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3144

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.147,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6934

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3644

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.135,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7095

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3607

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.180,0.989] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6893

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3379

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.130,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7075

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3334

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.163,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6628

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3010

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.144,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6977

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3639

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.155,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7214

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3726

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.134,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6821

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3172

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.144,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6739

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3133

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.133,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6974

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3204

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.129,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7020

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3185

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.300,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6707

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3887

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.300,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6779

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3378

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.301,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6552

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3002

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.300,0.990] 
main_pout_iden
size and power study of the F cutoff-based LR test, Linde Model, p=4
{Attempted to access lbb(11); index out of bounds because numel(lbb)=10.

Error in <a href="matlab:helpUtils.errorDocCallback('main_pout_iden', '/Users/zhenjianglin/Documents/MATLAB/DSGE/Simulation Study/Woodford_sub_pout/main_pout_iden.m', 124)" style="font-weight:bold">main_pout_iden</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/DSGE/Simulation Study/Woodford_sub_pout/main_pout_iden.m',124,0)">line 124</a>)
sigma_pi      =   lbb(npar+10)+((ubb(npar+10)-lbb(npar+10))/(endj-1))*(j-1); %11th parameter
} 
main_pout_iden
size and power study of the F cutoff-based LR test, Linde Model, p=4
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7104

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3145

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7204

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3004

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6702

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3007

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.091,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6972

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3134

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.123,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6928

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3014

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.128,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7040

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3752

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.339,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7089

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3452

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.344,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6536

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3225

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.322,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6767

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3634

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.360,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7510

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.4259

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.362,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6460

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.2347

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.325,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7217

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3310

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.404,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6778

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3234

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.370,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6765

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3117

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.404,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7157

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3679

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.218,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6730

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3217

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.214,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6872

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3321

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.210,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7018

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3561

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.279,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6973

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3469

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.275,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.7353

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3172

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.300,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7429

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3089

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7023

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3009

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.086] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7061

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.2859

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.088] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7231

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.2940

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.088] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6768

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.2032

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.568] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6898

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.2719

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.569] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7084

does not pass the test!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3093

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.619] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7207

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3259

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.572] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.6807

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.2974

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.036] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.6660

does not pass the test!!!
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1814

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.036] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6865

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3198

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.233] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6459

does not pass the test!!!
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.2496

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.233] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6923

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3550

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.125] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6783

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3194

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.125] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6986

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3605

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.618] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6572

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3354

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.646] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    0.6927

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    1.3091

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.643] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7774

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3871

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.070] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7083

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.2862

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.071] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6880

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.2788

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.068] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7168

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.2862

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.049] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7357

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3263

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.049] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7308

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.2933

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.516] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7332

does not pass the test!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.2857

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.618] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7191

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3163

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.583] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7337

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.2894

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.076] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7488

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3208

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.076] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.6250

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.2152

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.046] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.6884

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.3212

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.045] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    0.6608

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    1.3124

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.047] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    0.6787

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    1.3295

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.047] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6690

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.2114

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7180

does not pass the test!!!
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3356

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7200

does not pass the test!!!
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3118

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.6772

does not pass the test!!!
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.2429

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.6682

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.2830

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.533,0.990] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    0.7235

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    1.3853

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.407,0.990] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    0.6691

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    1.3245

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.407,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4897

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.8960

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4706

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.8475

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.223,0.990] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.4668

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    2.5873

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.563,0.990] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.1394

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    2.2044

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.563,0.990] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    1.0367

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    2.0551

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    1.0378

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    2.0355

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.0898

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    2.0913

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.563,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0796

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    2.1106

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.0796

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    2.0878

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.030] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.0586

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    2.0758

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.030] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    1.0682

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    2.1014

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.675] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    1.0584

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    2.0695

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.673] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    1.0704

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    2.1058

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.676] 
ipsoIARCS
Using real-time output
the first 2 factors

time =

    1.0590

does not pass the test!!!
Using real-time output
the first 2 factors

time =

    2.0928

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.676] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    1.0097

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    2.0089

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.178] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    1.0603

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first 6 factors

time =

    2.0915

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.178] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    1.0872

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    2.1292

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.227] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    1.1201

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    2.1671

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.227] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    1.0464

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    2.1262

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.498,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    1.0629

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    2.1144

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.498,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    1.0767

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    2.1132

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.496,0.990] 
ipsoIARCS
Using marginal cost measure
the first 2 factors

time =

    1.0495

does not pass the test!!!
Using marginal cost measure
the first 2 factors

time =

    2.0578

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.497,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.8850

Using real-time output
the "intra+extra" instruments

time =

    1.5530

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7662

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4259

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.4713

Using real-time output
the "intra+extra" instruments

time =

    2.8141

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4788

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.8410

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.5026

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.8429

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4031

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.8027

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.4820

Using real-time output
the first 6 factors

time =

    2.9223

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.765] bands for gamma_f = [0.563,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.5042

Using real-time output
the first 6 factors

time =

    2.8660

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.794] bands for gamma_f = [0.554,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.4542

Using real-time output
the first 6 factors

time =

    2.8508

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.764] bands for gamma_f = [0.564,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.4414

Using real-time output
the first 6 factors

time =

    2.8410

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.765] bands for gamma_f = [0.563,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    1.4647

Using real-time output
the first 2 factors

time =

    2.9523

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    1.4641

Using real-time output
the first 2 factors

time =

    2.8303

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.4818

Using real-time output
the "intra+extra" instruments

time =

    2.9014

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.028] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.4584

Using real-time output
the first 6 factors

time =

    2.9114

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.030] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.4777

Using real-time output
the first 6 factors

time =

    2.9478

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.030] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    1.4683

Using real-time output
the first 2 factors

time =

    2.8692

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.289] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    1.4460

Using real-time output
the first 2 factors

time =

    2.8831

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.289] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    1.4634

Using marginal cost measure
the first 6 factors

time =

    2.8872

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.178] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    1.5034

Using marginal cost measure
the first 6 factors

time =

    2.9042

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.178] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    1.4779

Using marginal cost measure
the first 2 factors

time =

    2.8938

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.226] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    1.4745

Using marginal cost measure
the first 2 factors

time =

    3.0115

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.227] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    1.4986

Using marginal cost measure
the "intra+extra" instruments

time =

    2.7980

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4972

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.8568

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.967] bands for gamma_f = [0.506,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.4559

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.8281

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] bands for gamma_f = [0.506,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1462

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.4149

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.1376

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.5532

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4779

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.8291

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4914

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.8397

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.953] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4710

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.8369

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4559

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.8079

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.5037

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.8603

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4156

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.7884

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.4849

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.8402

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.952] bands for gamma_f = [0.510,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    1.3938

Using marginal cost measure
the first 6 factors

time =

    2.8077

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    1.0555

Using marginal cost measure
the first 2 factors

time =

    2.5001

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7054

Using real-time output
the "intra+extra" instruments

time =

    1.3410

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.063] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7710

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.4046

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.042] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7469

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3242

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.883] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7528

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3468

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.062] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7607

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3586

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.062] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7464

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3250

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.884] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    0.7547

Using real-time output
the first 6 factors

time =

    1.3980

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.044] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    0.7608

Using real-time output
the first 6 factors

time =

    1.4151

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.044] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    0.7154

Using real-time output
the first 2 factors

time =

    1.3714

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.047] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    0.7450

Using real-time output
the first 2 factors

time =

    1.3728

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.047] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7376

Using real-time output
the "intra+extra" instruments

time =

    1.3598

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7895

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3620

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7602

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3374

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7441

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3513

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    0.7497

Using real-time output
the first 6 factors

time =

    1.4129

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.867] bands for gamma_f = [0.533,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    0.8946

Using real-time output
the first 6 factors

time =

    1.7310

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.867] bands for gamma_f = [0.533,0.990] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    0.9497

Using real-time output
the first 2 factors

time =

    1.8072

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7563

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3353

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.088] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7648

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3797

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.088] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6762

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.2874

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.875] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7234

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3305

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.868] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7258

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3064

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.023] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7308

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3305

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.023] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7277

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3209

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.230] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7364

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3299

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.233] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7239

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3204

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.233] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    0.7332

Using marginal cost measure
the first 6 factors

time =

    1.3343

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.126] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    0.7088

Using marginal cost measure
the first 6 factors

time =

    1.3725

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.125] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    0.7134

Using marginal cost measure
the first 2 factors

time =

    1.3801

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.882] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    0.7218

Using marginal cost measure
the first 2 factors

time =

    1.3844

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.889] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    0.7483

Using marginal cost measure
the first 2 factors

time =

    1.3956

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.900] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    0.7079

Using marginal cost measure
the first 2 factors

time =

    1.3492

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.901] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    0.7244

Using marginal cost measure
the first 2 factors

time =

    1.3567

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.870] 
ipsoIARCS_benati2008m
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ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7551

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3121

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.500,0.000] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7368

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3327

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7298

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3120

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7571

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3273

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7712

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3682

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    0.8297

Using marginal cost measure
the first 6 factors

time =

    1.4643

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    0.7081

Using marginal cost measure
the first 2 factors

time =

    1.3475

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    0.7064

Using real-time output
the "intra+extra" instruments

time =

    1.2884

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7321

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3216

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7277

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3201

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7647

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.4761

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    0.7014

Using real-time output
the first 6 factors

time =

    1.3258

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.867] bands for gamma_f = [0.533,0.990] bands for gamma_b = [0.000,0.467] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    0.7118

Using real-time output
the first 2 factors

time =

    1.3487

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    1.1289

Using real-time output
the "intra+extra" instruments

time =

    2.1481

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1328

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.1282

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0942

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0955

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.1207

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.1016

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.1421

Using real-time output
the first 6 factors

time =

    2.1752

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.766] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0789

Using real-time output
the first 6 factors

time =

    2.1122

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.766] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.1204

Using real-time output
the first 6 factors

time =

    2.1699

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.766] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0915

Using real-time output
the first 6 factors

time =

    2.1236

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.766] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0814

Using real-time output
the first 6 factors

time =

    2.1299

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.767] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0587

Using real-time output
the first 6 factors

time =

    2.0970

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.768] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0661

Using real-time output
the first 6 factors

time =

    2.0577

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.767] bands for gamma_f = [0.563,0.990] bands for gamma_b = [0.000,0.436] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0980

Using real-time output
the first 6 factors

time =

    2.1440

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.763] bands for gamma_f = [0.564,0.990] bands for gamma_b = [0.000,0.435] 
ipsoIARCS_benati2008m
Using real-time output
the first 6 factors

time =

    1.0860

Using real-time output
the first 6 factors

time =

    2.1397

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.805] bands for gamma_f = [0.551,0.990] bands for gamma_b = [0.000,0.448] 
ipsoIARCS_benati2008m
Using real-time output
the first 2 factors

time =

    1.0891

Using real-time output
the first 2 factors

time =

    2.1495

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0793

Using marginal cost measure
the "intra+extra" instruments

time =

    2.1005

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.0889

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0762

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.968] bands for gamma_f = [0.506,0.990] bands for gamma_b = [0.000,0.494] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1454

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.1402

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0984

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0881

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.958] bands for gamma_f = [0.508,0.990] bands for gamma_b = [0.000,0.492] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    1.1158

Using marginal cost measure
the first 6 factors

time =

    2.1327

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_benati2008m
Using marginal cost measure
the first 2 factors

time =

    1.0773

Using marginal cost measure
the first 2 factors

time =

    2.0694

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0982

Using real-time output
the "intra+extra" instruments

time =

    2.0889

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.360,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.1264

Using real-time output
the "intra+extra" instruments

time =

    2.1042

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.368,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0963

Using real-time output
the "intra+extra" instruments

time =

    2.1084

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.358,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.1748

Using real-time output
the "intra+extra" instruments

time =

    2.3256

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.358,0.979] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.1301

Using real-time output
the "intra+extra" instruments

time =

    2.1404

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.637] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0881

Using real-time output
the "intra+extra" instruments

time =

    2.0929

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.641] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0337

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0217

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.012,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0814

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0593

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0723

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0434

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0931

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0773

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.012,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0926

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.1086

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0074

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.9738

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0805

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0392

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.988] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0848

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0738

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.012,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.1144

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.1158

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0879

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0999

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.012,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.1018

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.0672

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0754

Using real-time output
the first 6 factors

time =

    2.0628

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.563,0.980] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0883

Using real-time output
the first 6 factors

time =

    2.1260

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.563,0.980] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    1.1209

Using real-time output
the first 2 factors

time =

    2.1898

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    1.0747

Using real-time output
the first 2 factors

time =

    2.0996

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.979] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    1.0918

Using real-time output
the "intra+extra" instruments

time =

    2.0916

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.641] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1055

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0901

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0815

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0370

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.988] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0915

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.0844

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.988] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1247

Using real-time output
the "intra+extra+important factors" instruments

time =

    2.1715

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.988] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0664

Using real-time output
the "intra+extra+other factors" instruments

time =

    2.0602

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.1120

Using real-time output
the "intra+extra+all factors" instruments

time =

    2.1007

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0828

Using real-time output
the first 6 factors

time =

    2.1058

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.439] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.1058

Using real-time output
the first 6 factors

time =

    2.1578

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.436] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0947

Using real-time output
the first 6 factors

time =

    2.1452

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.438] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    1.3615

Using real-time output
the first 2 factors

time =

    2.4540

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0774

Using real-time output
the first 6 factors

time =

    2.1088

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.012,0.435] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0707

Using real-time output
the first 6 factors

time =

    2.0965

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.436] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0656

Using real-time output
the first 6 factors

time =

    2.1193

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.439] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0034

Using real-time output
the first 6 factors

time =

    1.9858

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.813] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0802

Using real-time output
the first 6 factors

time =

    2.1519

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.760] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0877

Using real-time output
the first 6 factors

time =

    2.1232

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.761] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0906

Using real-time output
the first 6 factors

time =

    2.1420

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.773] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0939

Using real-time output
the first 6 factors

time =

    2.1394

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.759] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0834

Using real-time output
the first 6 factors

time =

    2.1300

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.760] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.1031

Using real-time output
the first 6 factors

time =

    2.1442

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.816] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    1.1183

Using real-time output
the first 2 factors

time =

    2.1527

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0875

Using real-time output
the first 6 factors

time =

    2.0692

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.796,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    1.0171

Using real-time output
the first 6 factors

time =

    2.0144

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.796,0.990] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    1.0598

Using real-time output
the first 2 factors

time =

    2.0722

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0869

Using marginal cost measure
the first 6 factors

time =

    2.1220

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.758] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0754

Using marginal cost measure
the first 6 factors

time =

    2.0294

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.760] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.9804

Using marginal cost measure
the first 2 factors

time =

    2.0110

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.833] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0831

Using marginal cost measure
the first 2 factors

time =

    2.1343

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.834] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0795

Using marginal cost measure
the first 6 factors

time =

    2.1191

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.530,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0697

Using marginal cost measure
the first 6 factors

time =

    2.0835

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.529,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0771

Using marginal cost measure
the first 2 factors

time =

    2.1031

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.541,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0662

Using marginal cost measure
the first 2 factors

time =

    2.0905

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.540,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0624

Using marginal cost measure
the first 2 factors

time =

    2.1018

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.541,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1007

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0943

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.205,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1076

Using marginal cost measure
the "intra+extra" instruments

time =

    2.1281

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.204,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1142

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.1061

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.506,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1055

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0779

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.506,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0823

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0608

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.079,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0819

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0461

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.077,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1124

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.1268

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.083,0.979] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0690

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.9693

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.510,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0895

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0623

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.510,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0276

Using marginal cost measure
the first 6 factors

time =

    2.0478

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.498,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0661

Using marginal cost measure
the first 6 factors

time =

    2.0685

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.498,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0767

Using marginal cost measure
the first 2 factors

time =

    2.1030

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.496,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0792

Using marginal cost measure
the first 2 factors

time =

    2.1000

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.496,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0560

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0509

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.803] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1026

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0890

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.800] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0962

Using marginal cost measure
the "intra+extra" instruments

time =

    2.0857

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.809] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    1.1228

Using marginal cost measure
the "intra+extra" instruments

time =

    2.1373

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.800] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1154

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.1521

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.492] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.1004

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    2.0867

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.492] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1038

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0718

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.924] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.1001

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    2.0631

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.923] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0674

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0411

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.488] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0816

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    2.0572

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.488] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0630

Using marginal cost measure
the first 6 factors

time =

    2.0833

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.500] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    1.0852

Using marginal cost measure
the first 6 factors

time =

    2.1206

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.500] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0644

Using marginal cost measure
the first 2 factors

time =

    2.1022

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.502] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    1.0925

Using marginal cost measure
the first 2 factors

time =

    2.1442

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.502] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.6875

Using real-time output
the "intra+extra" instruments

time =

    1.2151

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7083

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3119

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7478

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3511

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7443

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3310

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.6951

Using real-time output
the first 6 factors

time =

    1.3225

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.834] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.6600

Using real-time output
the first 6 factors

time =

    1.3003

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.843] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7192

Using real-time output
the first 6 factors

time =

    1.3679

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.831] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7273

Using real-time output
the first 6 factors

time =

    1.3495

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.881] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7182

Using real-time output
the first 6 factors

time =

    1.3527

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.864] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7434

Using real-time output
the first 2 factors

time =

    1.3767

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.831] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7161

Using real-time output
the first 2 factors

time =

    1.3708

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.838] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7273

Using real-time output
the first 2 factors

time =

    1.3640

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.832] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7834

Using real-time output
the first 2 factors

time =

    1.4450

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.839] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7427

Using real-time output
the first 2 factors

time =

    1.4011

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.845] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7346

Using real-time output
the first 2 factors

time =

    1.3469

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.855] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7134

Using real-time output
the first 2 factors

time =

    1.3637

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.835] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7467

Using real-time output
the first 6 factors

time =

    1.3932

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.872] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7554

Using real-time output
the "intra+extra" instruments

time =

    1.3349

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.158,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7277

Using real-time output
the "intra+extra" instruments

time =

    1.3100

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.172,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments
{Attempted to access Xii(1,3); index out of bounds because size(Xii)=[80,2].

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS_GG', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS_GG.m', 523)" style="font-weight:bold">ipsoIARCS_GG</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/ipsoIARCS_GG.m',523,0)">line 523</a>)
f(j,1)=Xii(j,npar)*((-1)^(maxormin))+(cc*v)^alfaa*lamda1;
} 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7497

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3359

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.278,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7169

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3204

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.277,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7351

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.2982

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7321

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3051

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.144,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7534

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3292

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.146,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7803

Using real-time output
the first 6 factors

time =

    1.4063

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.738,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.8452

Using real-time output
the first 6 factors

time =

    1.5117

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.732,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7408

Using real-time output
the first 6 factors

time =

    1.3802

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.731,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7291

Using real-time output
the first 6 factors

time =

    1.3633

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.731,0.990] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7515

Using real-time output
the first 2 factors

time =

    1.3995

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.462,0.990] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7295

Using real-time output
the first 2 factors

time =

    1.3760

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.474,0.990] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7233

Using real-time output
the first 2 factors

time =

    1.3811

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.449,0.990] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7097

Using real-time output
the first 2 factors

time =

    1.3568

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.555,0.990] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.6881

Using real-time output
the first 2 factors

time =

    1.3492

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.479,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7491

Using real-time output
the "intra+extra" instruments

time =

    1.3676

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.147,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.6834

Using real-time output
the "intra+extra" instruments

time =

    1.2403

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.147,0.979] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7196

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3603

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.234,0.979] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7146

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3171

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.235,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7396

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3246

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.233,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.6949

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3176

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7466

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3655

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.142,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7501

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3548

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.145,0.979] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7217

Using real-time output
the first 6 factors

time =

    1.3699

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.519,0.979] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7638

Using real-time output
the first 6 factors

time =

    1.4201

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.520,0.980] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7773

Using real-time output
the first 2 factors

time =

    1.4430

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.400,0.980] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7479

Using real-time output
the first 2 factors

time =

    1.3944

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.408,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7419

Using real-time output
the "intra+extra" instruments

time =

    1.3293

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.852] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7315

Using real-time output
the "intra+extra" instruments

time =

    1.3502

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.852] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7685

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3476

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.767] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7232

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.3210

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.767] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7165

Using real-time output
the "intra+extra+important factors" instruments

time =

    1.2922

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.766] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7402

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3790

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.6848

Using real-time output
the "intra+extra+other factors" instruments

time =

    1.3282

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7387

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3568

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.860] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7392

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3120

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.862] 
ipsoIARCS_GG
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7464

Using real-time output
the "intra+extra+all factors" instruments

time =

    1.3299

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.862] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7231

Using real-time output
the first 6 factors

time =

    1.3973

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.479] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.6725

Using real-time output
the first 6 factors

time =

    1.3087

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.483] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7205

Using real-time output
the first 6 factors

time =

    1.3623

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.485] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7576

Using real-time output
the first 2 factors

time =

    1.3807

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.628] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7413

Using real-time output
the first 2 factors

time =

    1.3676

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.624] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7412

Using real-time output
the first 2 factors

time =

    1.3828

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.637] 
ipsoIARCS_GG
Using real-time output
the first 2 factors

time =

    0.7195

Using real-time output
the first 2 factors

time =

    1.4054

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.619] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7489

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3743

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7148

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3391

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7530

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3514

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7396

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3315

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7313

Using marginal cost measure
the first 6 factors

time =

    1.3736

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.834] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7013

Using marginal cost measure
the first 6 factors

time =

    1.3336

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.862] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7234

Using marginal cost measure
the first 6 factors

time =

    1.3740

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.848] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7291

Using marginal cost measure
the first 2 factors

time =

    1.3919

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.822] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7618

Using marginal cost measure
the first 2 factors

time =

    1.4052

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.796] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7187

Using marginal cost measure
the first 2 factors

time =

    1.3566

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.786] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7095

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3366

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.098,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7652

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3635

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.097,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7371

Using marginal cost measure
the "intra+extra" instruments

time =

    1.2897

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.095,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6983

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.2913

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7319

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3290

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.417,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7284

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3258

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.419,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7553

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3582

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.224,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7333

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3154

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.225,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7440

Using marginal cost measure
the first 6 factors

time =

    1.3777

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.360,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7073

Using marginal cost measure
the first 6 factors

time =

    1.3712

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.311,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7138

Using marginal cost measure
the first 6 factors

time =

    1.3763

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.310,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7187

Using marginal cost measure
the first 6 factors

time =

    1.3490

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.349,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7023

Using marginal cost measure
the first 2 factors

time =

    1.3576

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.130,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7319

Using marginal cost measure
the first 2 factors

time =

    1.3787

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.145,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7609

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3797

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.096,0.979] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.8332

Using marginal cost measure
the "intra+extra" instruments

time =

    1.4797

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.095,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7117

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3114

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.012,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7284

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3063

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.011,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7411

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3578

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.315,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7285

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3226

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.314,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7420

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3556

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.199,0.979] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7791

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3780

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.198,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7940

Using marginal cost measure
the first 6 factors

time =

    1.4530

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.359,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7352

Using marginal cost measure
the first 6 factors

time =

    1.3972

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.345,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7177

Using marginal cost measure
the first 6 factors

time =

    1.3691

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.320,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7333

Using marginal cost measure
the first 6 factors

time =

    1.3677

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.344,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.8168

Using marginal cost measure
the first 2 factors

time =

    1.5098

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.228,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7294

Using marginal cost measure
the first 2 factors

time =

    1.3654

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.209,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7244

Using marginal cost measure
the first 2 factors

time =

    1.3567

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.198,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7427

Using marginal cost measure
the first 2 factors

time =

    1.3760

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.157,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7283

Using marginal cost measure
the first 2 factors

time =

    1.3740

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.239,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7193

Using marginal cost measure
the first 2 factors

time =

    1.3903

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.132,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7609

Using marginal cost measure
the first 2 factors

time =

    1.3772

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.197,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7433

Using marginal cost measure
the first 2 factors

time =

    1.3906

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.239,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7091

Using marginal cost measure
the first 6 factors

time =

    1.3467

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.336,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7217

Using marginal cost measure
the first 6 factors

time =

    1.3849

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.318,0.979] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.6704

Using marginal cost measure
the "intra+extra" instruments

time =

    1.2929

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.012,0.905] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7413

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3305

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.905] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7353

Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    1.3258

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.989] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7288

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3123

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.685] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.7473

Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.3530

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.682] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7412

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.3440

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.801] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7265

Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.2868

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.802] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7390

Using marginal cost measure
the first 6 factors

time =

    1.4061

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.667] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7208

Using marginal cost measure
the first 6 factors

time =

    1.3433

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.681] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7159

Using marginal cost measure
the first 6 factors

time =

    1.3649

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.651] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7661

Using marginal cost measure
the first 2 factors

time =

    1.4095

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.851] 
ipsoIARCS_GG
Using marginal cost measure
the first 2 factors

time =

    0.7198

Using marginal cost measure
the first 2 factors

time =

    1.3678

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.796] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    5.1488

Using real-time output
the "intra+extra" instruments

time =

   10.1112

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.1888

Using real-time output
the "intra+extra" instruments

time =

    8.4403

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.987] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.1859

Using real-time output
the first 6 factors

time =

    8.1166

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the first 2 factors

time =

    4.1661

Using real-time output
the first 2 factors

time =

    8.1622

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 2 factors

time =

    4.1476

Using marginal cost measure
the first 2 factors

time =

    8.0701

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.3625

Using marginal cost measure
the first 6 factors

time =

    8.3568

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.6458

Using marginal cost measure
the first 6 factors

time =

    8.8665

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 2 factors

time =

    4.1596

Using marginal cost measure
the first 2 factors

time =

    8.1121

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 2 factors

time =

    4.0848

Using marginal cost measure
the first 2 factors

time =

    7.9545

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 2 factors

time =

    4.1174

Using marginal cost measure
the first 2 factors

time =

    8.0660

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 2 factors

time =

    4.1982

Using marginal cost measure
the first 2 factors

time =

    8.1891

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoIARCS
{Error using <a href="matlab:helpUtils.errorDocCallback('load')" style="font-weight:bold">load</a>
Unable to read file usd_2006.dat: No such file or directory.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/output/ipsoIARCS.m', 30)" style="font-weight:bold">ipsoIARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/output/ipsoIARCS.m',30,0)">line 30</a>)
usdat=load('usd_2006.dat');
} 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.8773

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    1.5122

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [953.307,-1014.726] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2562

Using real-time output
the first 6 factors

time =

    8.1728

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.101] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2728

Using real-time output
the first 6 factors

time =

    8.3977

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.097] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.6378

Using real-time output
the "intra+extra" instruments

time =

    8.6991

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.2983

Using real-time output
the "intra+extra" instruments

time =

    8.2897

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.108] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3335

Using real-time output
the "intra+extra" instruments

time =

    8.4132

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.113] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.4608

Using marginal cost measure
the "intra+extra" instruments

time =

    8.6805

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3139

Using marginal cost measure
the "intra+extra" instruments

time =

    8.3486

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.252] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3532

Using marginal cost measure
the "intra+extra" instruments

time =

    8.4626

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.230] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.2238

Using marginal cost measure
the first 6 factors

time =

    8.2731

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.3921

Using marginal cost measure
the first 6 factors

time =

    8.4212

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.7410

Using marginal cost measure
the "intra+extra" instruments

time =

   17.6035

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.001,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.9208

Using marginal cost measure
the "intra+extra" instruments

time =

   17.5409

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.123] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8246

Using marginal cost measure
the "intra+extra" instruments

time =

   17.4950

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.120] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    8.5912

Using marginal cost measure
the first 6 factors

time =

   17.1594

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    8.7603

Using marginal cost measure
the first 6 factors

time =

   17.1353

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.368] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    8.9726

Using marginal cost measure
the first 6 factors

time =

   17.5810

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.368] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    9.0090

Using real-time output
the "intra+extra" instruments

time =

   17.3873

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7750

Using real-time output
the "intra+extra" instruments

time =

   17.4349

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.080] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7669

Using real-time output
the "intra+extra" instruments

time =

   17.2145

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.066] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.6317

Using real-time output
the first 6 factors

time =

   17.2041

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.9131

Using real-time output
the first 6 factors

time =

   17.5928

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    8.9201

Using real-time output
the "intra+extra" instruments

time =

   17.4490

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    8.9601

Using real-time output
the "intra+extra" instruments

time =

   17.5926

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.054] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    8.9357

Using real-time output
the "intra+extra" instruments

time =

   17.4804

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.056] 
ipsoGARCS_benati2008m
Using real-time output
the first 6 factors

time =

    8.7307

Using real-time output
the first 6 factors

time =

   17.3130

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using real-time output
the first 6 factors

time =

    8.8152

Using real-time output
the first 6 factors

time =

   17.3436

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.7353

Using marginal cost measure
the "intra+extra" instruments

time =

   17.0992

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.7326

Using marginal cost measure
the "intra+extra" instruments

time =

   17.1691

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.099] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.7670

Using marginal cost measure
the "intra+extra" instruments

time =

   17.2761

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.126] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8272

Using marginal cost measure
the "intra+extra" instruments

time =

   17.4109

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.105] 
ipsoGARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    8.8882

Using marginal cost measure
the first 6 factors

time =

   17.1433

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    8.6481

Using marginal cost measure
the first 6 factors

time =

   17.1151

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.389] 
ipsoGARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    8.7338

Using marginal cost measure
the first 6 factors

time =

   17.2572

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.388] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    4.3209

Using real-time output
the "intra+extra" instruments

time =

    8.3671

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.001,0.989] bands for gamma_f = [0.500,0.989] bands for gamma_b = [0.001,0.500] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    4.3582

Using real-time output
the "intra+extra" instruments

time =

    8.2903

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.988] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    4.3763

Using real-time output
the "intra+extra" instruments

time =

    8.3122

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.094] 
ipsoGARCS_benati2008m
Using real-time output
the "intra+extra" instruments

time =

    4.3428

Using real-time output
the "intra+extra" instruments

time =

    8.4159

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.087] 
ipsoGARCS_benati2008m
Using real-time output
the first 6 factors

time =

    4.1565

Using real-time output
the first 6 factors

time =

    8.3426

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using real-time output
the first 6 factors

time =

    4.2872

Using real-time output
the first 6 factors

time =

    8.3158

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.089] 
ipsoGARCS_benati2008m
Using real-time output
the first 6 factors

time =

    4.2804

Using real-time output
the first 6 factors

time =

    8.3306

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.090] 
ipsoGARCS_benati2008m
Using real-time output
the first 6 factors

time =

    4.2947

Using real-time output
the first 6 factors

time =

    8.2865

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.088] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    4.4080

Using marginal cost measure
the "intra+extra" instruments

time =

    8.3263

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3452

Using marginal cost measure
the "intra+extra" instruments

time =

    8.2998

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.210] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3708

Using marginal cost measure
the "intra+extra" instruments

time =

    8.4201

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.229] 
ipsoGARCS_benati2008m
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3770

Using marginal cost measure
the "intra+extra" instruments

time =

    8.4934

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.226] 
ipsoGARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    4.2313

Using marginal cost measure
the first 6 factors

time =

    8.4787

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] bands for gamma_f = [0.500,0.990] bands for gamma_b = [0.000,0.500] 
ipsoGARCS_benati2008m
Using marginal cost measure
the first 6 factors

time =

    4.2580

Using marginal cost measure
the first 6 factors

time =

    8.2422

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.8696

Using real-time output
the "intra+extra" instruments

time =

   17.4442

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.8226

Using real-time output
the "intra+extra" instruments

time =

   17.6908

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.230,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.8467

Using real-time output
the "intra+extra" instruments

time =

   17.4510

non-zero penalty!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.161,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    9.0036

Using real-time output
the "intra+extra" instruments

time =

   17.4417

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.177,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.8494

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

   17.3193

does not pass the test!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.159,0.979] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.9150

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

   17.2746

does not pass the test!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.157,0.980] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    9.1174

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

   17.5424

does not pass the test!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.147,0.979] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.9978

Using real-time output
the "intra+extra" instruments

time =

   17.5774

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.206,0.979] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.8067

Using real-time output
the "intra+extra" instruments

time =

   17.4224

non-zero penalty!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.144,0.978] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.9480

Using real-time output
the "intra+extra" instruments

time =

   17.4489

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.202,0.979] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.9881

Using real-time output
the "intra+extra" instruments

time =

   18.1155

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.854] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    8.9294

Using real-time output
the "intra+extra" instruments

time =

   17.5282

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.850] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.8149

Using real-time output
the first 6 factors

time =

   17.4710

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.8661

Using real-time output
the first 6 factors

time =

   17.4084

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.987] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.8982

Using real-time output
the first 6 factors

time =

   17.5798

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.8633

Using real-time output
the first 6 factors

time =

   17.4682

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.980] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.8343

Using real-time output
the first 6 factors

time =

   17.4639

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.014,0.976] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.7295

Using real-time output
the first 6 factors

time =

   17.1764

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.985] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    8.8008

Using real-time output
the first 6 factors

time =

   17.1219

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.013,0.983] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8210

Using marginal cost measure
the "intra+extra" instruments

time =

   17.3531

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.9324

Using marginal cost measure
the "intra+extra" instruments

time =

   17.6854

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.016,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8864

Using marginal cost measure
the "intra+extra" instruments

time =

   17.5379

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.022,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8933

Using marginal cost measure
the "intra+extra" instruments

time =

   17.6476

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.069,0.980] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.9316

Using marginal cost measure
the "intra+extra" instruments

time =

   17.4493

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.980] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.9552

Using marginal cost measure
the "intra+extra" instruments

time =

   17.7875

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.012,0.977] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.9811

Using marginal cost measure
the "intra+extra" instruments

time =

   17.5388

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.989] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    8.8250

Using marginal cost measure
the "intra+extra" instruments

time =

   17.5795

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.012,0.986] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    9.0226

Using marginal cost measure
the first 6 factors

time =

   17.2677

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.7840

Using marginal cost measure
the first 6 factors

time =

   17.3733

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.153,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.8788

Using marginal cost measure
the first 6 factors

time =

   17.2948

non-zero penalty!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.118,0.989] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.5696

Using marginal cost measure
the first 6 factors

time =

   17.0019

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.133,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.7150

Using marginal cost measure
the first 6 factors

time =

   17.8659

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.131,0.978] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.8020

Using marginal cost measure
the first 6 factors

time =

   17.0911

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.129,0.980] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.6609

Using marginal cost measure
the first 6 factors

time =

   17.0058

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.015,0.877] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.7824

Using marginal cost measure
the first 6 factors

time =

   17.1246

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.856] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.6594

Using marginal cost measure
the first 6 factors

time =

   17.0105

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.014,0.855] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    8.9248

Using marginal cost measure
the first 6 factors

time =

   17.5975

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.012,0.874] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.3800

Using real-time output
the "intra+extra" instruments

time =

    8.4316

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.4048

Using real-time output
the "intra+extra" instruments

time =

    8.5019

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.2990

Using real-time output
the "intra+extra" instruments

time =

    8.3908

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.106,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.3113

Using real-time output
the "intra+extra" instruments

time =

    8.3279

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.017,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.3988

Using real-time output
the "intra+extra" instruments

time =

    8.4232

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.079,0.978] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.3311

Using real-time output
the "intra+extra" instruments

time =

    8.4397

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.016,0.980] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.2953

Using real-time output
the "intra+extra" instruments

time =

    8.4066

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.013,0.979] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.3841

Using real-time output
the "intra+extra" instruments

time =

    8.6597

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.988] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.3340

Using real-time output
the "intra+extra" instruments

time =

    8.5016

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.932] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.3471

Using real-time output
the first 6 factors

time =

    8.3561

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.3169

Using real-time output
the first 6 factors

time =

    8.2842

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.2977

Using real-time output
the first 6 factors

time =

    8.3914

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.977] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.2466

Using real-time output
the first 6 factors

time =

    8.2782

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.979] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.1897

Using real-time output
the first 6 factors

time =

    8.3549

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.977] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.2815

Using real-time output
the first 6 factors

time =

    8.2252

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.980] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.2989

Using real-time output
the first 6 factors

time =

    8.2828

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.988] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.3735

Using real-time output
the first 6 factors

time =

    8.5121

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.967] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3300

Using marginal cost measure
the "intra+extra" instruments

time =

    8.4173

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.4830

Using marginal cost measure
the "intra+extra" instruments

time =

    8.6005

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.5326

Using marginal cost measure
the "intra+extra" instruments

time =

    8.6018

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.979] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3042

Using marginal cost measure
the "intra+extra" instruments

time =

    8.4740

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.979] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.0465

Using marginal cost measure
the "intra+extra" instruments

time =

    8.1557

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.979] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3321

Using marginal cost measure
the "intra+extra" instruments

time =

    8.2889

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.989] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.2685

Using marginal cost measure
the first 6 factors

time =

    8.2650

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.2674

Using marginal cost measure
the first 6 factors

time =

    8.3487

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.4137

Using marginal cost measure
the first 6 factors

time =

    8.5269

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.976] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.2746

Using marginal cost measure
the first 6 factors

time =

    8.3610

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.026,0.967] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.3218

Using marginal cost measure
the first 6 factors

time =

    8.2534

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.980] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.3369

Using marginal cost measure
the first 6 factors

time =

    8.3709

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.987] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.2569

Using marginal cost measure
the first 6 factors

time =

    8.2596

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.013,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.2213

Using marginal cost measure
the first 6 factors

time =

    8.2335

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.013,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.1889

Using marginal cost measure
the "intra+extra" instruments

time =

    8.3681

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.989] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.3566

Using marginal cost measure
the "intra+extra" instruments

time =

    8.3161

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.980] 
HAC
size and power study of HACAR
{Undefined function or variable 'rho'.

Error in <a href="matlab:helpUtils.errorDocCallback('HAC', '/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m', 41)" style="font-weight:bold">HAC</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m',41,0)">line 41</a>)
Sigma = [1, rho
} 
HAC
size and power study of HACAR
{Undefined function or variable 'X1'.

Error in <a href="matlab:helpUtils.errorDocCallback('HAC', '/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m', 59)" style="font-weight:bold">HAC</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m',59,0)">line 59</a>)
k1=size(X1,2);
} 
HAC
size and power study of HACAR
{Error using <a href="matlab:helpUtils.errorDocCallback('mtimes')" style="font-weight:bold"> * </a>
Inner matrix dimensions must agree.

Error in <a href="matlab:helpUtils.errorDocCallback('HAC', '/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m', 99)" style="font-weight:bold">HAC</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m',99,0)">line 99</a>)
uu=y_left-y_right*[lambda0 gamma_f0]';  %gamma_b=0
} 
HAC
size and power study of HACAR
{Error using <a href="matlab:helpUtils.errorDocCallback('mtimes')" style="font-weight:bold"> * </a>
Inner matrix dimensions must agree.

Error in <a href="matlab:helpUtils.errorDocCallback('HAC', '/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m', 99)" style="font-weight:bold">HAC</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m',99,0)">line 99</a>)
uu=y_left-y_right*[lambda0 gamma_f0]';  %gamma_b=0
} 
HAC
size and power study of HACAR
{Undefined function or variable 'diacard'.

Error in <a href="matlab:helpUtils.errorDocCallback('HAC', '/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m', 78)" style="font-weight:bold">HAC</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m',78,0)">line 78</a>)
etat_f1=etat_f1(diacard+2:end,1);
} 
HAC
size and power study of HACAR
{Error using <a href="matlab:helpUtils.errorDocCallback('plot')" style="font-weight:bold">plot</a>
Vectors must be the same lengths.

Error in <a href="matlab:helpUtils.errorDocCallback('HAC', '/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m', 122)" style="font-weight:bold">HAC</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/chp3/KM2009/HAC.m',122,0)">line 122</a>)
plot(t,refq,'-r');
} 
HAC
size and power study of HACAR
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7257

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3199

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.042] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7670

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3562

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.238,0.990] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6924

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.2878

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.238,0.990] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.6884

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.3913

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.055] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.7433

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4083

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.055] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.7460

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4176

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.376,0.990] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.7221

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.3692

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.377,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.6777

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3102

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.109] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7619

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3623

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.109] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7543

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3794

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.118,0.990] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7187

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3030

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.104,0.988] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7563

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3462

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.118,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7093

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3872

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.217] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7309

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3720

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,0.217] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7302

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3739

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.267,0.990] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.7041

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3559

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.267,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7264

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3760

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.291,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7091

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3358

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.298,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7292

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3327

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.297,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7465

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3726

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.296,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7367

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3342

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.296,0.979] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7221

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.2993

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.296,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7176

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3183

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.303,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7624

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3640

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.297,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7539

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3554

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.703] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7326

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.4562

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.704] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7331

Using real-time output
the "intra+extra" instruments

time =

    1.3401

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.339,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7315

Using real-time output
the "intra+extra" instruments

time =

    1.3189

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7341

Using real-time output
the "intra+extra" instruments

time =

    1.3324

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.383,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7212

Using real-time output
the "intra+extra" instruments

time =

    1.3176

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.383,0.990] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7052

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3091

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.303,0.979] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7261

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3318

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.296,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7187

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3152

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.296,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.6810

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3362

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.285,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7040

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3101

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.298,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7245

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3248

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.299,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7429

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3456

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.297,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7065

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3006

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.296,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7369

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3760

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.297,0.980] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7091

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3678

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.703] 
ipsoIARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    0.7364

does not pass the test!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3320

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.703] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7529

Using real-time output
the first 6 factors

time =

    1.4110

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.6557

Using real-time output
the first 6 factors

time =

    1.3700

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.528,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7253

Using real-time output
the first 6 factors

time =

    1.3879

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.509,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7393

Using real-time output
the first 6 factors

time =

    1.3818

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.528,0.990] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7326

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4241

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.376,0.979] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7640

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4284

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.376,0.980] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7316

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4192

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.625] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7683

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4207

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.624] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7413

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    1.4374

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.627] 
ipsoIARCS_GG
Using real-time output
the first 6 factors

time =

    0.7637

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    1.4352

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.623] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7332

Using marginal cost measure
the "intra+extra" instruments

time =

    1.2950

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7197

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3474

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.108,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7307

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3498

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.122,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7153

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3175

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.120,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7350

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3273

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.129,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7188

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3201

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.126,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7228

Using marginal cost measure
the "intra+extra" instruments

time =

    1.3057

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.123,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7141

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3196

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.119,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7368

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3455

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.119,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7676

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3634

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.881] 
ipsoIARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7418

does not pass the test!!!
Using marginal cost measure
the "intra+extra" instruments

time =

    1.3317

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.011,0.881] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.8418

Using marginal cost measure
the first 6 factors

time =

    1.5003

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.010,0.900] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7940

Using marginal cost measure
the first 6 factors

time =

    1.4981

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.269,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7256

Using marginal cost measure
the first 6 factors

time =

    1.3458

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.249,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7287

Using marginal cost measure
the first 6 factors

time =

    1.4099

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.262,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7158

Using marginal cost measure
the first 6 factors

time =

    1.4067

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.253,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7314

Using marginal cost measure
the first 6 factors

time =

    1.3761

does not pass the test!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.263,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7418

Using marginal cost measure
the first 6 factors

time =

    1.3755

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.252,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.6739

Using marginal cost measure
the first 6 factors

time =

    1.3561

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.251,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7099

Using marginal cost measure
the first 6 factors

time =

    1.4004

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.257,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7942

Using marginal cost measure
the first 6 factors

time =

    1.4507

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.269,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7946

Using marginal cost measure
the first 6 factors

time =

    1.4510

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.269,0.990] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7371

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.3898

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.261,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7421

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.4081

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.260,0.980] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7626

does not pass the test!!!
Using marginal cost measure
the first 6 factors

time =

    1.4490

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.742] 
ipsoIARCS_GG
Using marginal cost measure
the first 6 factors

time =

    0.7210

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first 6 factors

time =

    1.4049

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.010,0.741] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.7392

Using real-time output
the "intra+extra" instruments

time =

    9.2878

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.133] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.6331

Using real-time output
the "intra+extra" instruments

time =

    9.0850

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.170] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.6332

Using real-time output
the "intra+extra" instruments

time =

    9.1689

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.169] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.7755

Using real-time output
the "intra+extra" instruments

time =

    9.2080

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.5807

Using real-time output
the first 6 factors

time =

    9.0030

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.990] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.8974

Using real-time output
the first 6 factors

time =

    9.4590

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7965

Using marginal cost measure
the "intra+extra" instruments

time =

    9.2976

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.120] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.6878

Using marginal cost measure
the "intra+extra" instruments

time =

    9.0970

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.104] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7055

Using marginal cost measure
the "intra+extra" instruments

time =

    9.0642

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.127] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.6466

Using marginal cost measure
the "intra+extra" instruments

time =

    9.0396

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.115] 
ipsoGARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7275

Using marginal cost measure
the "intra+extra" instruments

time =

    9.1619

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.6320

Using marginal cost measure
the first 6 factors

time =

    8.9105

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.989] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.6001

Using marginal cost measure
the first 6 factors

time =

    9.0273

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.000,0.990] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.6749

Using marginal cost measure
the first 6 factors

time =

    9.0329

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.214] 
ipsoGARCS
Using marginal cost measure
the first 6 factors

time =

    4.6761

Using marginal cost measure
the first 6 factors

time =

    9.0396

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.214] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    5.0068

Using real-time output
the "intra+extra" instruments

time =

    9.5769

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.7764

Using real-time output
the "intra+extra" instruments

time =

    9.1628

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.6166

Using real-time output
the "intra+extra" instruments

time =

    8.9035

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.979] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.7876

Using real-time output
the "intra+extra" instruments

time =

    9.1798

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.980] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.8267

Using real-time output
the "intra+extra" instruments

time =

    9.1482

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.012,0.989] 
ipsoGARCS_GG
Using real-time output
the "intra+extra" instruments

time =

    4.6596

Using real-time output
the "intra+extra" instruments

time =

    9.0883

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.012,0.989] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.7191

Using real-time output
the first 6 factors

time =

    9.0393

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.6173

Using real-time output
the first 6 factors

time =

    8.9158

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.990] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.6498

Using real-time output
the first 6 factors

time =

    8.9974

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.979] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.6412

Using real-time output
the first 6 factors

time =

    9.1255

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.013,0.980] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.6421

Using real-time output
the first 6 factors

time =

    8.9683

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.014,0.980] 
ipsoGARCS_GG
Using real-time output
the first 6 factors

time =

    4.7243

Using real-time output
the first 6 factors

time =

    9.1886

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.010,0.988] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7677

Using marginal cost measure
the "intra+extra" instruments

time =

    9.1091

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.8415

Using marginal cost measure
the "intra+extra" instruments

time =

    9.2567

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.6793

Using marginal cost measure
the "intra+extra" instruments

time =

    9.2371

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.018,0.989] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7777

Using marginal cost measure
the "intra+extra" instruments

time =

    9.1628

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.011,0.979] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.6439

Using marginal cost measure
the "intra+extra" instruments

time =

    8.9812

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.012,0.978] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7510

Using marginal cost measure
the "intra+extra" instruments

time =

    9.3266

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.989] 
ipsoGARCS_GG
Using marginal cost measure
the "intra+extra" instruments

time =

    4.7753

Using marginal cost measure
the "intra+extra" instruments

time =

    9.2717

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.012,0.956] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.7493

Using marginal cost measure
the first 6 factors

time =

    9.3128

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.010,0.900] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.6743

Using marginal cost measure
the first 6 factors

time =

    9.0702

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.179,0.990] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.6881

Using marginal cost measure
the first 6 factors

time =

    9.0434

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.162,0.980] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.6074

Using marginal cost measure
the first 6 factors

time =

    8.9155

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    1 
bands= [0.164,0.980] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.6474

Using marginal cost measure
the first 6 factors

time =

    8.9683

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.840] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.5632

Using marginal cost measure
the first 6 factors

time =

    8.9610

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.821] 
ipsoGARCS_GG
Using marginal cost measure
the first 6 factors

time =

    4.5713

Using marginal cost measure
the first 6 factors

time =

    9.1636

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.011,0.836] 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.5877

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: beta_f= 0.479 ,beta_r= 39.998, minIAR = 2.341 and MAX-P = 0.026 
