Surrogate model optimization toolbox in matlab

The following Matlab project contains the source code and Matlab examples used for surrogate model optimization toolbox. Description: Surrogate model toolbox for - unconstrained continuous - constrained integer - constrained mixed-integer global optimization problems that are computationally expensive.

The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.

Project Files: 

File NameSize
license.txt 1527
BumpinessMinSampling.m 6306
bumpiness_measure.m 3481
CandidatePointSampling.m 5268
cc_calc.m 911
cornerpoints.m 1605
corrcubic.m 1207
correxp.m 1039
correxpg.m 1176
corrgauss.m 1028
corrlin.m 1091
corrspherical.m 1227
corrspline.m 1868
dace.pdf 1578894
dacefit.m 9310
dsmerge.m 3942
gridsamp.m 1205
predictor.m 4498
regpoly0.m 377
regpoly1.m 385
regpoly2.m 789
DempsterFor2models.m 28915
DempsterFor3models.m 8770
Dempster_belpl.m 2437
dempster_rule.m 2839
Distancecriterion.m 1515
distanceupdate.m 1317
bestlh.m 1443
ExpectedImprovement.m 2415
jd.m 1206
lhsamp.m 592
likelihood_new.m 1104
mm.m 1793
mmlhs.m 905
mmphi.m 748
mmsort.m 965
perturb.m 830
rlh.m 734
datainput_Ackley15.m 870
datainput_Ackley30.m 872
datainput_Branin.m 887
datainput_DixonPrice15.m 885
datainput_hartman3.m 1212
datainput_hartman6.m 1351
datainput_Levy20.m 934
datainput_Michalewicz25.m 865
datainput_Powell24.m 1101
datainput_Rastrigin12.m 812
datainput_Rastrigin30.m 852
datainput_Rosenbrock10.m 859
datainput_Rosenbrock20.m 887
datainput_Schoen_10_4_3.m 11754
datainput_Schoen_17_2_5.m 9723
datainput_Shekel10.m 1264
datainput_Shekel5.m 1271
datainput_Shekel7.m 1252
datainput_Shubert.m 871
datainput_Sphere27.m 831
datainput_Zakharov11.m 888
datainput_convex_I.m 912
datainput_ex1221_I.m 1235
datainput_ex_I.m 979
datainput_G1_I.m 1396
datainput_G2_I.m 1076
datainput_G4_I.m 1624
datainput_G6_I.m 1009
datainput_G9_I.m 1336
datainput_GWSS20_I.m 2355
datainput_hmittelmann_I.m 3448
datainput_hydropower_1plant1_I.m 2377
datainput_hydropower_1plant2_I.m 2360
datainput_hydropower_1plant3_I.m 2377
datainput_hydropower_2plant1_I.m 2647
datainput_hydropower_2plant2_I.m 2646
datainput_hydropower_2plant3_I.m 2647
datainput_linearproblem_I.m 1127
datainput_nvs09alt_I.m 1902
datainput_nvs09_I.m 1864
datainput_Rastrigin12_I.m 841
datainput_Rastrigin30_I.m 847
datainput_throughput_I.m 1222
datainput_throughput_small_I.m 1209
datainput_BermanAshrafi_MI.m 1394
datainput_convex_MI.m 934
datainput_ex1221_MI.m 1120
datainput_ex_MI.m 968
datainput_Floudas_MI.m 1005
datainput_G2_MI.m 1005
datainput_G4_MI.m 1551
datainput_G6_MI.m 929
datainput_G9_MI.m 1262
datainput_linearproblem_MI.m 1048
datainput_linearproblem_MI_exp.m 1054
datainput_nvs09alt_MI.m 1819
datainput_nvs09_MI.m 1798
datainput_Rastrigin12alt_MI.m 886
datainput_Rastrigin12_MI.m 821
datainput_Rastrigin30_MI.m 823
datainput_Yuan_MI.m 1570
StartPoints_1.mat 1909
StartPoints_10.mat 5187
StartPoints_11.mat 750
StartPoints_12.mat 2172
StartPoints_13.mat 1101
StartPoints_14.mat 1554
StartPoints_15.mat 1730
StartPoints_16.mat 2049
StartPoints_2.mat 1396
StartPoints_3.mat 967
StartPoints_4.mat 693
StartPoints_5.mat 1847
StartPoints_6.mat 4843
StartPoints_7.mat 1030
StartPoints_8.mat 447
StartPoints_9.mat 1320
StartPoints_exp.mat 670
ExpImprovementSampling.m 3120
FitSurrogateModel.m 12545
MAD_cal.m 898
MAE_cal.m 896
aresanova.m 3742
aresanovareduce.m 2844
aresbuild.m 31511
arescv.m 5122
arescvc.m 4455
areseq.m 2733
aresparams.m 8378
aresplot.m 3456
arespredict.m 1701
arestest.m 1469
createbasisfunction.m 3973
findsideknots.m 4441
model2combi2_3mod.m 1781
Multi_DDS.m 4643
ODDS.m 3357
OptimizationPhase_continuous.m 3721
OptimizationPhase_integer.m 3698
OptimizationPhase_mixedinteger.m 12342
Perturbation.m 1858
Perturbation_SOI.m 2021
Perturbation_SOMI.m 4463
POLY.m 2432
POLY_eval.m 2402
PredictedValueCrit.m 1190
PredictFunctionValues.m 6894
RBF.m 1652
RBF_eval.m 1634
RMSE_calc.m 889
ScoreMinSampling.m 7849
SLHD.m 1367
SOI_OP1.m 5748
SOI_OP2.m 6490
StartingDesign.m 2122
SurfaceMinSampling.m 7651
SurrogateModelModule_v1.m 29928
Throughput.m 5202
weights_in_combi.m 1474
_Tutorial.pdf 233323

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