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

time =

    1.0001

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.444 ,rho2= 0.703,rho3= -1.070,gamma_pi= -1.936,gamma_y= -0.265 
minIAR = 1.679 and MAX-P = 0.098 
minIAR
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0052

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.815 ,rho2= -1.627,rho3= 1.227,gamma_pi= 3.872,gamma_y= 1.382 
minIAR = 0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.9696

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.762 ,rho2= -0.036,rho3= 0.077,gamma_pi= 0.283,gamma_y= -0.763 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0012

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.751 ,rho2= -0.012,rho3= -0.022,gamma_pi= -0.023,gamma_y= -0.588 
minIAR = 0.039 and MAX-P = 0.962 
minIAR
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.9882

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.159 ,rho2= -0.325,rho3= 0.674,gamma_pi= -3.885,gamma_y= -1.381 
minIAR = 0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the first 6 factors

time =

    0.9720

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.988 ,rho2= -0.655,rho3= 1.770,gamma_pi= -0.410,gamma_y= -0.081 
minIAR = 14.046 and MAX-P = 0.000 
minIAR
Using real-time output
the first ENDOG factors

time =

    0.8892

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.879 ,rho2= 1.567,rho3= -0.783,gamma_pi= -0.984,gamma_y= -0.379 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the first ENDOG factors

time =

    0.9674

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.584 ,rho2= 3.607,rho3= -2.187,gamma_pi= -0.649,gamma_y= -0.250 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra" instruments

time =

    0.9661

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.441 ,rho2= 0.214,rho3= -0.768,gamma_pi= 1.470,gamma_y= -0.285 
minIAR = 1.562 and MAX-P = 0.131 
minIAR
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.9722

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.297 ,rho2= -0.996,rho3= 0.841,gamma_pi= 0.609,gamma_y= -0.212 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.9854

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.185 ,rho2= -0.693,rho3= -0.171,gamma_pi= 0.820,gamma_y= -0.143 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.9836

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.672 ,rho2= -0.138,rho3= -0.214,gamma_pi= 0.763,gamma_y= -0.264 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the first 6 factors

time =

    0.9726

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.144 ,rho2= -1.341,rho3= -0.844,gamma_pi= 0.734,gamma_y= -0.350 
minIAR = 6.433 and MAX-P = 0.000 
minIAR
Using marginal cost measure
the first ENDOG factors

time =

    1.0075

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.285 ,rho2= 1.074,rho3= -1.174,gamma_pi= -3.319,gamma_y= 1.124 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.5707

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.861 ,rho2= -2.096,rho3= 2.080,gamma_pi= 1.846,gamma_y= 0.160 
minIAR = 1.040 and MAX-P = 0.418 
minIAR
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.6414

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.097 ,rho2= 2.776,rho3= -1.983,gamma_pi= -0.326,gamma_y= -0.080 
minIAR = 0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.6201

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.781 ,rho2= -0.296,rho3= 2.182,gamma_pi= -0.004,gamma_y= 0.025 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.5787

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.879 ,rho2= 1.517,rho3= -0.550,gamma_pi= -1.063,gamma_y= -0.153 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the first 6 factors

time =

    0.6436

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.552 ,rho2= 1.038,rho3= -0.970,gamma_pi= 1.233,gamma_y= 0.121 
minIAR = 9.541 and MAX-P = 0.000 
minIAR
Using real-time output
the first ENDOG factors

time =

    0.6093

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.763 ,rho2= -1.780,rho3= 2.097,gamma_pi= -3.822,gamma_y= -0.904 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra" instruments

time =

    0.6214

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.721 ,rho2= 0.396,rho3= -0.161,gamma_pi= 0.570,gamma_y= -0.370 
minIAR = 0.459 and MAX-P = 0.897 
minIAR
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6324

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.124 ,rho2= -1.082,rho3= -0.470,gamma_pi= 0.590,gamma_y= -0.191 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.6190

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.187 ,rho2= 0.161,rho3= -0.866,gamma_pi= 0.644,gamma_y= -0.054 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6171

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.718 ,rho2= -0.514,rho3= 0.565,gamma_pi= 0.987,gamma_y= -0.580 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the first 6 factors

time =

    0.5802

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.381 ,rho2= -0.736,rho3= 0.741,gamma_pi= 1.052,gamma_y= -0.253 
minIAR = 2.769 and MAX-P = 0.018 
minIAR
Using marginal cost measure
the first ENDOG factors

time =

    0.5790

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.070 ,rho2= -0.896,rho3= 0.586,gamma_pi= 2.262,gamma_y= -0.912 
minIAR = -0.000 and MAX-P = 1.000 
ipsoIARCS
Using real-time output
the "intra+extra" instruments
{Subscripted assignment dimension mismatch.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoIARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/taylor/ipsoIARCS.m', 499)" style="font-weight:bold">ipsoIARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/taylor/ipsoIARCS.m',499,0)">line 499</a>)
                       Xpbest(j,:)=Xii(j,:);
} 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.2059

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

time =

    2.1205

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.133,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0257

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

time =

    1.9737

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [0.000,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0805

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

time =

    2.0654

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [-0.685,3.707] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0860

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

time =

    2.0873

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.089,2.763] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1185

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

time =

    2.0994

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.097,4.998] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1215

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

time =

    2.0873

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.023,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0983

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

time =

    2.0671

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.061,1.999] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0822

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

time =

    2.0631

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.114,1.998] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0831

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

time =

    2.0660

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.105,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.9996

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

time =

    1.9536

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.044,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0650

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

time =

    2.0525

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.126,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0776

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

time =

    2.0746

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.057,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1272

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

time =

    2.1270

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.097,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1213

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

time =

    2.1585

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.032,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1315

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

time =

    2.1190

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.132,1.999] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0838

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

time =

    2.0486

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.202,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.1105

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

time =

    2.1470

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.327,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.9970

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

time =

    1.8516

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.147,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0427

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

time =

    2.0439

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.164,2.000] 
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 =

    2.0414

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0944

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

time =

    2.1062

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.149,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0744

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

time =

    2.0643

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.374,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0888

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

time =

    2.0715

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.191,2.000] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.0809

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    2.0572

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [6167.981,-7122.677] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0995

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.1747

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.127,2.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0825

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.1100

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.369,2.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0694

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.1238

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.481,2.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0800

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.1165

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.274,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0675

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

time =

    2.0634

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.009,0.377] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1066

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

time =

    2.1029

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.013,0.378] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0022

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

time =

    2.0176

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.005,0.402] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0713

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

time =

    2.0528

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.009,0.407] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0839

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

time =

    2.0942

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.004,0.147] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.1051

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

time =

    2.0996

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.004,0.410] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.0886

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

time =

    2.0815

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.012,0.372] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0812

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

time =

    2.0582

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.061,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0866

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

time =

    2.0864

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.094,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    1.0965

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

time =

    2.0795

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.070,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0680

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

time =

    2.0198

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.028,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    1.0667

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

time =

    2.0419

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.036,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0861

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

time =

    2.0576

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.092,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    1.0931

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

time =

    2.1708

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.072,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.9762

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

time =

    1.9278

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.085,1.000] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.1088

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    2.1088

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [5885.811,-7710.614] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0845

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.0859

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.073,1.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0812

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.0986

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.040,1.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    1.0151

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    2.0448

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.106,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0567

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

time =

    2.0536

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [53.112,-9.496] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0820

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

time =

    2.0596

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [41.801,-15.464] 
minIAR
Using marginal cost measure
the "intra+extra" instruments

time =

    1.0254

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.895 ,rho2= -0.001,rho3= -0.004,gamma_pi= 0.825,gamma_y= 0.000 
minIAR = 2.413 and MAX-P = 0.013 
minIAR
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.8851

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.538 ,rho2= 0.054,rho3= -0.124,gamma_pi= 0.399,gamma_y= 0.000 
minIAR = 14.896 and MAX-P = 0.000 
minIAR
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    1.0013

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.375 ,rho2= -0.111,rho3= -0.006,gamma_pi= 0.215,gamma_y= 0.000 
minIAR = 5.554 and MAX-P = 0.005 
minIAR
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    1.0311

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.250 ,rho2= 0.000,rho3= 0.001,gamma_pi= 0.290,gamma_y= 0.000 
minIAR = 15.417 and MAX-P = 0.000 
minIAR
Using marginal cost measure
the first 6 factors

time =

    1.0325

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.001 ,rho2= 0.004,rho3= -0.000,gamma_pi= 0.000,gamma_y= 0.611 
minIAR = 15.591 and MAX-P = 0.000 
minIAR
Using marginal cost measure
the first ENDOG factors

time =

    0.9919

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.116 ,rho2= 0.555,rho3= 0.121,gamma_pi= 1.331,gamma_y= 0.000 
minIAR = 20.480 and MAX-P = 0.000 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.5734

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.005 ,rho2= 0.601,rho3= -0.787,gamma_pi= 1.583,gamma_y= 0.137 
minIAR = 1.040 and MAX-P = 0.418 
minIAR
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.6281

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.782 ,rho2= 0.148,rho3= -0.106,gamma_pi= 1.648,gamma_y= 0.405 
minIAR = 0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.6260

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.053 ,rho2= 0.048,rho3= -0.053,gamma_pi= 0.825,gamma_y= 0.931 
minIAR = 0.005 and MAX-P = 0.995 
minIAR
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.6134

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.418 ,rho2= 0.068,rho3= -0.285,gamma_pi= 1.126,gamma_y= 0.162 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using real-time output
the first 6 factors

time =

    0.6375

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.460 ,rho2= 0.346,rho3= -0.197,gamma_pi= 1.196,gamma_y= 0.117 
minIAR = 9.541 and MAX-P = 0.000 
minIAR
Using real-time output
the first ENDOG factors

time =

    0.5626

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.524 ,rho2= 0.428,rho3= -0.396,gamma_pi= 0.683,gamma_y= 0.162 
minIAR = -0.000 and MAX-P = 1.000 
minIAR
Using marginal cost measure
the "intra+extra" instruments

time =

    0.6571

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.980 ,rho2= -0.346,rho3= 0.449,gamma_pi= 0.000,gamma_y= 0.184 
minIAR = 0.469 and MAX-P = 0.891 
minIAR
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6349

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.688 ,rho2= 0.455,rho3= -0.283,gamma_pi= 0.000,gamma_y= 0.307 
minIAR = 2.916 and MAX-P = 0.060 
minIAR
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.6263

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 0.978 ,rho2= -0.180,rho3= -0.507,gamma_pi= 1.090,gamma_y= 0.000 
minIAR = 0.585 and MAX-P = 0.560 
minIAR
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6535

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.159 ,rho2= 0.000,rho3= 0.000,gamma_pi= 0.000,gamma_y= 0.840 
minIAR = 0.680 and MAX-P = 0.510 
minIAR
Using marginal cost measure
the first 6 factors

time =

    0.6149

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.150 ,rho2= -0.001,rho3= 0.005,gamma_pi= 0.000,gamma_y= 0.939 
minIAR = 6.194 and MAX-P = 0.000 
minIAR
Using marginal cost measure
the first ENDOG factors

time =

    0.6142

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.366 ,rho2= -0.001,rho3= -0.003,gamma_pi= 0.000,gamma_y= 0.816 
minIAR = 3.283 and MAX-P = 0.043 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6986

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

time =

    1.3085

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7067

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

time =

    1.2982

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.020,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.6296

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

time =

    1.2183

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.009,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.6473

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

time =

    1.2853

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.012,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7150

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

time =

    1.3387

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.008,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.6941

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

time =

    1.3054

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.009,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.7071

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

time =

    1.3066

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.6948

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

time =

    1.2929

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.460,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.6878

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

time =

    1.3101

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.313,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7073

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

time =

    1.2989

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.169,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7004

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

time =

    1.2961

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.254,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7069

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

time =

    1.3094

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.319,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7144

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

time =

    1.3261

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.198,2.000] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.6938

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    1.3338

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [1870.409,-1736.184] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.6930

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3575

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.112,2.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.7071

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3913

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.048,1.997] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.7059

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3508

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.046,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6551

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

time =

    1.1843

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.000,0.997] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7017

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

time =

    1.3049

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.000,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7145

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

time =

    1.3341

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.036,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.6525

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

time =

    1.1809

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.021,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    0.7049

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

time =

    1.3189

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.023,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+other factors" instruments

time =

    0.6461

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

time =

    1.2450

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.000,1.000] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7252

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

time =

    1.3423

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.047,0.584] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.6977

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

time =

    1.3418

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.049,0.584] 
ipsoIARCS
Using real-time output
the "intra+extra+all factors" instruments

time =

    0.7496

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

time =

    1.3524

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.043,0.585] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    0.6943

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    1.3548

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [2687.602,-1819.989] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.7183

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3703

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.044,1.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.6870

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3624

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.022,1.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.6957

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3774

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.017,1.000] 
ipsoIARCS
Using real-time output
the first ENDOG factors

time =

    0.6972

does not pass the test!!!
Using real-time output
the first ENDOG factors

time =

    1.3480

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.024,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.7087

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

time =

    1.3431

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,2.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6846

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

time =

    1.2978

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,0.098] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7004

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

time =

    1.2887

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,0.102] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.6959

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

time =

    1.2995

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,0.100] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7074

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

time =

    1.2964

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,0.103] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.6472

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

time =

    1.2148

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,2.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6931

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

time =

    1.2981

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.000,2.000] 
ipsoIARCS
Using marginal cost measure
the first 6 factors

time =

    0.6997

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first 6 factors

time =

    1.3708

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [941.325,-781.134] 
ipsoIARCS
Using marginal cost measure
the first ENDOG factors

time =

    0.6818

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first ENDOG factors

time =

    1.3460

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [6.979,-2.784] 
ipsoIARCS
Using marginal cost measure
the first ENDOG factors

time =

    0.6660

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first ENDOG factors

time =

    1.3235

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [19.760,-14.987] 
ipsoIARCS
Using marginal cost measure
the first ENDOG factors

time =

    0.6296

does not pass the test!!!
non-zero penalty!!!
Using marginal cost measure
the first ENDOG factors

time =

    1.2936

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [10.397,-13.569] 
minIAR
Using marginal cost measure
the first ENDOG factors

time =

    0.6008

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho1= 1.806 ,rho2= -0.027,rho3= 0.034,gamma_pi= 0.000,gamma_y= 0.371 
minIAR = 3.284 and MAX-P = 0.043 
ipsoIARCS
Using marginal cost measure
the "intra+extra" instruments

time =

    0.6410

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

time =

    1.2653

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.000,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7047

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

time =

    1.3096

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.163,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7181

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

time =

    1.3523

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.174,0.999] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7073

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

time =

    1.2970

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.119,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+important factors" instruments

time =

    0.7374

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

time =

    1.3246

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.199,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+other factors" instruments

time =

    0.6288

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

time =

    1.2152

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.000,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7171

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

time =

    1.2918

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.088,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7032

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

time =

    1.2858

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.073,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7050

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

time =

    1.3226

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.046,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.6615

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

time =

    1.2594

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.041,1.000] 
ipsoIARCS
Using marginal cost measure
the "intra+extra+all factors" instruments

time =

    0.7206

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

time =

    1.3101

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    5 
bands= [0.064,1.000] 
check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.1300 ,LRmc= 1.2187 , LRmcF= 2.2224 

time =

    7.4171

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.1600 ,LRmc= 1.1874 , LRmcF= 1.9192 

time =

    6.5764

check_inva
size and power study of the F cutoff-based LR test, Giannoni Woodford Model, p=4
Pvalue= 0.1300 ,LRmc= 1.2187 , LRmcF= 2.2224 

time =

    6.5075

main_pout_iden
size and power study of the F cutoff-based LR test, Linde Model, p=4
minIAR
Using real-time output
the "intra+extra" instruments

time =

    1.0946

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho= 0.409,gamma_pi= 0.647,gamma_y= 0.042 
minIAR = 1.294 and MAX-P = 0.250 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    2.2943

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho= 0.861,gamma_pi= 1.078,gamma_y= 0.126 
minIAR = 2.672 and MAX-P = 0.005 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    1.9953

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho= 0.924,gamma_pi= 1.977,gamma_y= 0.229 
minIAR = 2.672 and MAX-P = 0.005 
minIAR
Using real-time output
the first 6 factors

time =

    2.1109

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho= 0.673,gamma_pi= 1.326,gamma_y= 0.234 
minIAR = 13.763 and MAX-P = 0.000 
minIAR
Using real-time output
the first 6 factors

time =

    1.2065

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho= 0.222,gamma_pi= 1.442,gamma_y= 0.050 
minIAR = 7.947 and MAX-P = 0.000 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    1.2768

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho= 0.678,gamma_pi= 1.188,gamma_y= 0.076 
minIAR = 1.294 and MAX-P = 0.250 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4691

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

time =

    2.8277

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.998] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.2608

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

time =

    2.4370

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.997] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4398

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

time =

    2.7382

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.998] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4443

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

time =

    2.7659

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.996] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4435

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

time =

    2.6014

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.996] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4759

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

time =

    2.7487

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.994] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.4739

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

time =

    2.6868

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    1 
bands= [-1.000,0.995] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.3773

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

time =

    2.6923

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.000,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.3461

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

time =

    2.6398

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.000,1.000] 
ipsoIARCS
Using real-time output
the first 6 factors

time =

    1.2282

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    2.4068

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [1059.197,-1073.309] 
minGAR
Using real-time output
the first ENDOG factors

time =

    4.2819

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 
The best solution for coefficients: rho1= -0.265 rho2= 0.832 rho= 0.448 gamma_pi= 1.387 gamma_y= 0.249, minGAR = 0.000 and MAX-P = 1.000 
minGAR
Using real-time output
the first 6 factors

time =

    4.4197

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 
The best solution for coefficients: rho1= -0.012 rho2= 0.450 rho= -0.817 gamma_pi= 0.916 gamma_y= 0.070, minGAR = 2.788 and MAX-P = 0.947 
minGAR
Using real-time output
the "intra+extra" instruments

time =

    4.4197

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 
The best solution for coefficients: rho1= -0.050 rho2= 0.598 rho= 0.421 gamma_pi= 1.353 gamma_y= 0.131, minGAR = 0.426 and MAX-P = 1.000 
minGAR
Using real-time output
the "intra+extra" instruments

time =

    8.9471

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 
The best solution for coefficients: rho1= 0.297 rho2= 0.519 rho= 0.955 gamma_pi= 1.941 gamma_y= 0.600, minGAR = 7.975 and MAX-P = 0.787 
minGAR
Using real-time output
the first 6 factors

time =

    8.8044

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 
The best solution for coefficients: rho1= 0.964 rho2= -0.287 rho= 0.647 gamma_pi= 1.734 gamma_y= 0.462, minGAR = 3.987 and MAX-P = 0.858 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.4512

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

time =

    8.5156

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-0.989,0.940] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3565

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

time =

    8.3917

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.891] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3918

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

time =

    8.4325

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.4045

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

time =

    8.5187

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.4342

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

time =

    8.4655

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3396

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.3866

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.997] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2401

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.3584

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.364] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.0109

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.1298

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.046,0.281] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2916

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.2087

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.997] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2762

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.2931

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.574,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2745

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.3920

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.021,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2674

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.3727

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.099,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3452

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.4223

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-0.992,0.949] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3799

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.5910

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.887] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3621

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.3382

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.857] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2604

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.2408

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.820] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2830

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.2734

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.890] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.0709

does not pass the test!!!
non-zero penalty!!!
Using real-time output
the first 6 factors

time =

    8.1121

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-0.999,0.522] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.0770

does not pass the test!!!
Using real-time output
the first 6 factors

time =

    8.1112

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.858] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.8734

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

time =

   17.4988

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.987] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9856

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

time =

   17.5601

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    9.0219

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

time =

   17.6982

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.001,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9925

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

time =

   17.6845

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.322,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.8025

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

time =

   17.4140

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.015,0.896] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.5743

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

time =

   17.1581

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.011,0.994] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.5793

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

time =

   17.2481

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.994] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.8656

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

time =

   17.6720

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.006,0.999] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.8937

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.4640

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.931] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.8594

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.5774

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [-1.000,0.911] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.7539

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.2836

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    9.0354

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.6514

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.069,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.7424

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.1192

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.062,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.7174

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.3782

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.003,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.7274

does not pass the test!!!
Using real-time output
the first 6 factors

time =

   17.3748

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.997] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9342

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

time =

   17.7249

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.969] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    9.0334

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

time =

   17.6674

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.000,0.998] 
minGAR
Using real-time output
the "intra+extra" instruments

time =

    4.4865

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 
The best solution for coefficients: rho1= 0.651 rho2= 0.208 rho3= -0.123 gamma_pi= 0.942 gamma_y= 0.188, minGAR = 0.684 and MAX-P = 1.000 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3225

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

time =

    8.4398

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.941,1.037] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3301

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

time =

    8.2470

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.676,0.852] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3268

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

time =

    8.2102

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.735,1.920] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.2221

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

time =

    8.2188

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.097,0.937] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.1407

Using real-time output
the first 6 factors

time =

    8.2518

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.201,0.885] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2583

Using real-time output
the first 6 factors

time =

    8.2700

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.329,0.825] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2046

Using real-time output
the first 6 factors

time =

    8.1795

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.472,0.839] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2662

Using real-time output
the first 6 factors

time =

    8.3349

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.637,0.821] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2605

Using real-time output
the first 6 factors

time =

    8.1921

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.828,0.827] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.1761

Using real-time output
the first 6 factors

time =

    8.1027

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.906,0.913] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2004

Using real-time output
the first 6 factors

time =

    8.1491

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3051

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

time =

    8.1814

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.118,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3110

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

time =

    8.4205

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.116,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.2800

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

time =

    8.2217

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.407,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3063

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

time =

    8.2117

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.003,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3719

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

time =

    8.4836

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.056,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.1462

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

time =

    8.3015

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.409] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.1170

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

time =

    8.0586

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.445] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.4489

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

time =

    8.5023

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.418] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3560

Using real-time output
the first 6 factors

time =

    8.2703

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.116,0.724] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2714

Using real-time output
the first 6 factors

time =

    8.3303

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.275,0.777] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2191

Using real-time output
the first 6 factors

time =

    8.3838

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.111,0.694] 
ipsoGARCS
{Undefined function or variable 'iend'.

Error in <a href="matlab:helpUtils.errorDocCallback('ipsoGARCS', '/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/taylor_Mav2010AER/ipsoGARCS.m', 118)" style="font-weight:bold">ipsoGARCS</a> (<a href="matlab: opentoline('/Users/zhenjianglin/Documents/MATLAB/Ivfactor/psonew/taylor_Mav2010AER/ipsoGARCS.m',118,0)">line 118</a>)
	tt = iend-istart+1;
} 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.6277

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

time =

    9.1268

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.916,1.085] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.8212

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

time =

    9.3689

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.139,1.142] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.7313

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

time =

    9.0041

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.994,1.141] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.7754

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

time =

    9.2611

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.988,1.118] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.8449

Using real-time output
the first 6 factors

time =

    9.1701

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.286,0.959] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.8900

Using real-time output
the first 6 factors

time =

    9.3336

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.392,0.880] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.6240

Using real-time output
the first 6 factors

time =

    9.0028

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [0.319,0.967] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    5.1248

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

time =

    9.4710

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.5725

Using real-time output
the first 6 factors

time =

    8.8690

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,1.999] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.8151

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

time =

    9.4547

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    5.0412

Using real-time output
the first 6 factors

time =

   10.6693

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7600

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

time =

   17.3537

non-zero penalty!!!
Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.454,1.161] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9130

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

time =

   17.3094

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.300,1.116] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7701

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

time =

   17.1988

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.781,1.115] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7755

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

time =

   17.2201

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-0.604,1.376] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.7655

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

time =

   17.6125

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.303,1.019] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.8660

Using real-time output
the first 6 factors

time =

   17.2580

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.994,1.829] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    9.0290

Using real-time output
the first 6 factors

time =

   17.5675

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    5 
bands= [-1.994,0.895] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9295

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

time =

   17.5910

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,1.998] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.9323

Using real-time output
the first 6 factors

time =

   17.8181

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.310,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.5973

Using real-time output
the first 6 factors

time =

   17.1506

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.300,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.8489

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

time =

   17.2859

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.007,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.8893

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

time =

   17.4980

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.998] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.6170

Using real-time output
the first 6 factors

time =

   17.2178

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.064,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.6266

Using real-time output
the first 6 factors

time =

   17.0639

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.036,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.6596

Using real-time output
the first 6 factors

time =

   17.1839

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.073,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

   10.0518

Using real-time output
the first 6 factors

time =

   18.7274

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3148

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

time =

    8.3827

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.8152

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

time =

    1.4655

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [1271.462,0.722] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7209

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

time =

    1.3622

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [167.921,-1706.079] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6923

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

time =

    1.3311

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [268.187,-52.569] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7243

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

time =

    1.3420

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [46.687,0.877] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.2580

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

time =

    8.2896

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.850] 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.6313

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= -0.029 rho= 0.270,gamma_pi= 1.999,gamma_y= 0.177 
minIAR = 2.890 and MAX-P = 0.004 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    1.1674

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 1.000 rho= 0.874,gamma_pi= 1.193,gamma_y= 0.139 
minIAR = 2.241 and MAX-P = 0.018 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    1.0741

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 0.998 rho= 0.885,gamma_pi= 1.303,gamma_y= 0.158 
minIAR = 2.253 and MAX-P = 0.017 
minIAR
Using real-time output
the first 6 factors

time =

    1.0574

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 0.658 rho= 0.754,gamma_pi= 1.807,gamma_y= 0.328 
minIAR = 10.353 and MAX-P = 0.000 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    1.1203

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 1.000 rho= 0.875,gamma_pi= 1.225,gamma_y= 0.144 
minIAR = 2.237 and MAX-P = 0.018 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.6763

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 0.880 rho= 0.879,gamma_pi= 1.058,gamma_y= 0.282 
minIAR = 1.841 and MAX-P = 0.066 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.6371

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 0.910 rho= 0.897,gamma_pi= 0.750,gamma_y= 0.393 
minIAR = 1.901 and MAX-P = 0.057 
minIAR
Using real-time output
the first 6 factors

time =

    0.7236

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 0.617 rho= 0.848,gamma_pi= 1.112,gamma_y= 0.745 
minIAR = 11.435 and MAX-P = 0.000 
minIAR
Using real-time output
the "intra+extra" instruments

time =

    0.6049

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 1.000 rho= 0.804,gamma_pi= 1.994,gamma_y= 0.181 
minIAR = 1.279 and MAX-P = 0.259 
minIAR
Using real-time output
the first 6 factors

time =

    0.6758

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= 0.135 rho= 0.432,gamma_pi= 1.999,gamma_y= 0.215 
minIAR = 8.861 and MAX-P = 0.000 
minIAR
Using real-time output
the first 6 factors

time =

    0.6356

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 
The best solution for coefficients: rho_1= -0.175 rho= 0.331,gamma_pi= 2.000,gamma_y= 0.223 
minIAR = 9.213 and MAX-P = 0.000 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6810

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

time =

    1.2705

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.659,0.873] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6855

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

time =

    1.2960

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [43.622,-44.812] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7506

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

time =

    1.3468

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [101.772,0.875] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7431

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

time =

    1.3463

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [126.294,0.872] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6629

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

time =

    1.2619

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.666,-55.577] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6789

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

time =

    1.2861

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.679,-350.669] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7196

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

time =

    1.3691

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [162.159,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7193

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

time =

    1.3303

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [44.268,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7058

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

time =

    1.3205

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [1.268,2.000] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7071

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

time =

    1.2906

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [1.107,-50.672] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7306

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

time =

    1.3597

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [1.073,-26.293] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6559

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

time =

    1.2777

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [1.297,1.998] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6898

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

time =

    1.3231

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.065,0.284] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7482

non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    1.3816

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.064,0.284] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7063

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

time =

    1.3156

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.119,0.274] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7359

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

time =

    1.3394

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [71.824,0.279] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7167

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

time =

    1.3218

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.065,0.265] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9295

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

time =

   17.4809

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.155,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.8345

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

time =

   17.5460

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.029,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    9.0178

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

time =

   17.6485

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.088,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.6070

Using real-time output
the first 6 factors

time =

   17.0418

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.922] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.6763

Using real-time output
the first 6 factors

time =

   17.2664

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.002,0.916] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7891

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

time =

    1.4381

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.848,-0.278] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7132

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

time =

    1.3514

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [19.539,0.904] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7958

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

time =

    1.4555

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [7.472,0.903] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7606

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

time =

    1.4079

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [9.338,0.903] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7572

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

time =

    1.3965

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.882,-7.745] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7770

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

time =

    1.3992

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [8.570,-0.384] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7672

non-zero penalty!!!
Using real-time output
the "intra+extra" instruments

time =

    1.4107

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [5.641,0.899] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7570

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

time =

    1.3824

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [25.887,-2.338] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7034

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

time =

    1.3503

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [8.670,0.903] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7590

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

time =

    1.4228

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.848,-28.994] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7629

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

time =

    1.3866

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [96.823,0.902] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7299

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

time =

    1.3656

non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.849,-51.477] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.6770

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

time =

    1.3336

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [16.967,0.904] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7773

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

time =

    1.3845

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.858,0.900] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7227

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

time =

    1.4227

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.852,0.894] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7561

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

time =

    1.3771

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [0.848,0.905] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7547

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

time =

    1.3687

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    2 
bands= [288.676,-15.762] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7646

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

time =

    1.3893

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.846,1.236] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7845

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

time =

    1.4414

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [43.616,1.145] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7610

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

time =

    1.4081

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.857,1.046] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7586

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

time =

    1.3991

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.207,-31.849] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7623

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

time =

    1.3897

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [1.642,0.387] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7583

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

time =

    1.3731

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.188,-21.686] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7783

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

time =

    1.4045

does not pass the test!!!
non-zero penalty!!!
Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [69.297,-37.279] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7501

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

time =

    1.3889

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.188,-216.984] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    0.7693

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

time =

    1.4150

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    4 
bands= [0.249,-46.890] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9746

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

time =

   17.4997

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    8.9161

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

time =

   17.3235

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.664] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    9.1608

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

time =

   17.6850

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.7438

Using real-time output
the first 6 factors

time =

   17.3306

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.156,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    8.9278

Using real-time output
the first 6 factors

time =

   17.7458

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.191,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    9.0233

Using real-time output
the first 6 factors

time =

   17.4194

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.016,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.8191

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

time =

    9.2828

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.997] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.8539

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

time =

    9.3922

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.7601

Using real-time output
the first 6 factors

time =

    9.2071

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.449,0.981] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.4134

Using real-time output
the first 6 factors

time =

    8.8984

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.015,0.928] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.4387

Using real-time output
the first 6 factors

time =

    8.9456

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.969] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.6615

Using real-time output
the first 6 factors

time =

    9.1282

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.9359

Using real-time output
the first 6 factors

time =

    9.3578

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.999] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3375

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

time =

    8.3799

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,1.000] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    4.2416

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

time =

    8.2289

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.906] 
ipsoGARCS
Using real-time output
the "intra+extra+important factors" instruments

time =

    4.0303

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

time =

    8.0799

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.915] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.5121

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

time =

    8.5478

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.3359

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

time =

    8.3181

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.998] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.2887

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

time =

    8.3128

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.388] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.5616

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

time =

    8.7431

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.419] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.4330

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

time =

    8.4222

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.929] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.6686

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

time =

    8.7599

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.415] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.5755

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

time =

    8.4762

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.052,0.416] 
ipsoGARCS
Using real-time output
the "intra+extra" instruments

time =

    4.4066

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

time =

    8.4446

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.000,0.396] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.1968

Using real-time output
the first 6 factors

time =

    8.1538

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.235,0.901] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2077

Using real-time output
the first 6 factors

time =

    8.2297

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.879] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3494

Using real-time output
the first 6 factors

time =

    8.3953

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.836] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.4214

Using real-time output
the first 6 factors

time =

    8.5455

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    2 
bands= [0.000,0.901] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.5192

Using real-time output
the first 6 factors

time =

    8.5446

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    3 
bands= [0.000,2.000] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.4837

Using real-time output
the first 6 factors

time =

    8.4250

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.144,0.780] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.3041

Using real-time output
the first 6 factors

time =

    8.2450

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.121,0.868] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.2215

Using real-time output
the first 6 factors

time =

    8.1983

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.142,0.785] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.7696

Using real-time output
the first 6 factors

time =

    8.8595

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.120,0.693] 
ipsoGARCS
Using real-time output
the first 6 factors

time =

    4.4129

Using real-time output
the first 6 factors

time =

    8.5020

Max NO. of Particles= 30.0 ,Max NO. of iterations= 40.0 , parameter    4 
bands= [0.248,0.884] 
ipsoIARCS
Using real-time output
the "intra+extra" instruments

time =

    1.2161

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

time =

    2.3509

Max NO. of Particles= 80.0 ,Max NO. of iterations= 100.0 , parameter    3 
bands= [0.862,0.945] 
