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Title: SRGTSToolbox Download
  • Category:
  • matlab
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  • File Size:
  • 354kb
  • Update:
  • 2020-04-20
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  • 4 Times
  • Uploaded by:
  • pluto1888
 Description: SURROGATES Toolbox is a general-purpose MATLAB library of multidimensional function approximation and optimization methods. The current version includes the following capabilities: Design of experiments: central composite design, full factorial design, Latin hypercube design, D-optimal and maxmin designs. Surrogates: kriging, polynomial response surface, radial basis neural network, and support vector regression. Analysis of error and cross validation: leave-one-out and k-fold cross-validation, and classical error analysis (coefficient of determination, standard error; root mean square error; and others). Surrogate-based optimization: efficient global optimization (EGO) algorithm. Other capabilities: global sensitivity analysis and conservative surrogates via safety margin.
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FilenameSizeDate
SRGTSToolbox\docs 0  2011-07-15

SRGTSToolbox\docs\SRGTSToolbox.pdf 142816  2011-07-15

SRGTSToolbox\does 0  2011-07-15

SRGTSToolbox\does\private 0  2011-07-15

SRGTSToolbox\does\private\srgtsESEAOLHSdesign.m 6753  2011-04-25

SRGTSToolbox\does\private\srgtsGAOLHSdesign.m 9098  2011-04-25

SRGTSToolbox\does\private\srgtsGetDoptimal.m 2480  2011-07-14

SRGTSToolbox\does\private\srgtsGetMaxMin.m 1405  2011-07-14

SRGTSToolbox\does\srgtsDOEFullFactorial.m 3570  2011-07-14

SRGTSToolbox\does\srgtsDOELHS.m 2253  2011-07-14

SRGTSToolbox\does\srgtsDOEMinDistCriterion.m 2470  2011-07-14

SRGTSToolbox\does\srgtsDOEOLHS.m 3939  2011-04-22

SRGTSToolbox\does\srgtsDOEPHIpCriterion.m 2692  2011-04-22

SRGTSToolbox\does\srgtsDOESubSample.m 6394  2011-07-14

SRGTSToolbox\does\srgtsDOETPLHS.m 9400  2011-07-14

SRGTSToolbox\does\srgtsScaleVariable.m 2652  2011-07-14

SRGTSToolbox\examples 0  2011-07-15

SRGTSToolbox\examples\conservative 0  2011-07-15

SRGTSToolbox\examples\conservative\example.m 1527  2011-07-14

SRGTSToolbox\examples\conservative\sasena.m 459  2010-07-08

SRGTSToolbox\examples\contourestimation 0  2011-07-15

SRGTSToolbox\examples\contourestimation\braninhoo.m 175  2011-05-23

SRGTSToolbox\examples\contourestimation\example_egra.m 1690  2011-07-15

SRGTSToolbox\examples\contourestimation\example_egrabeliever.m 1730  2011-07-15

SRGTSToolbox\examples\contourestimation\example_msegra.m 2060  2011-07-15

SRGTSToolbox\examples\crossvalidation 0  2011-07-15

SRGTSToolbox\examples\crossvalidation\example.m 804  2011-05-11

SRGTSToolbox\examples\crossvalidation\sasena.m 459  2010-07-08

SRGTSToolbox\examples\doe 0  2011-07-15

SRGTSToolbox\examples\doe\example.m 2469  2011-07-14

SRGTSToolbox\examples\gsa 0  2011-07-15

SRGTSToolbox\examples\gsa\example.m 1225  2011-07-12

SRGTSToolbox\examples\gsa\sasena.m 459  2010-07-08

SRGTSToolbox\examples\onlymatlab 0  2011-07-15

SRGTSToolbox\examples\onlymatlab\example_rbnn.m 1190  2011-07-13

SRGTSToolbox\examples\onlymatlab\example_svr.m 1187  2011-07-13

SRGTSToolbox\examples\onlymatlab\forrester.m 78  2011-06-02

SRGTSToolbox\examples\sbdo 0  2011-07-15

SRGTSToolbox\examples\sbdo\example_ego.m 1154  2011-07-15

SRGTSToolbox\examples\sbdo\example_ego_gp.m 1160  2011-05-20

SRGTSToolbox\examples\sbdo\example_krgbeliever.m 1102  2011-07-15

SRGTSToolbox\examples\sbdo\example_krgbeliever_gp.m 1108  2011-05-26

SRGTSToolbox\examples\sbdo\example_mppi.m 1081  2011-07-15

SRGTSToolbox\examples\sbdo\example_mppi_gp.m 1087  2011-05-20

SRGTSToolbox\examples\sbdo\example_msego.m 1365  2011-07-15

SRGTSToolbox\examples\sbdo\example_msego_gp.m 1356  2011-07-12

SRGTSToolbox\examples\sbdo\sasena.m 459  2010-07-08

SRGTSToolbox\examples\surrogate 0  2011-07-15

SRGTSToolbox\examples\surrogate\example_gp.m 1355  2011-07-14

SRGTSToolbox\examples\surrogate\example_gp_noise.m 1681  2011-07-14

SRGTSToolbox\examples\surrogate\example_krg.m 1327  2011-07-14

SRGTSToolbox\examples\surrogate\example_prs.m 1333  2011-07-14

SRGTSToolbox\examples\surrogate\example_rbf.m 1093  2011-07-14

SRGTSToolbox\examples\surrogate\example_shep.m 1096  2011-07-14

SRGTSToolbox\examples\surrogate\example_was.m 2263  2011-07-14

SRGTSToolbox\examples\surrogate\forrester.m 78  2011-06-02

SRGTSToolbox\examples\xvfitting 0  2011-07-15

SRGTSToolbox\examples\xvfitting\example_gp.m 1299  2011-07-12

SRGTSToolbox\examples\xvfitting\example_krg.m 1295  2011-07-12

SRGTSToolbox\examples\xvfitting\example_rbf.m 1195  2011-07-12

SRGTSToolbox\examples\xvfitting\forrester.m 78  2011-06-02

SRGTSToolbox\matlabbooster 0  2011-07-15

SRGTSToolbox\matlabbooster\does 0  2011-07-15

SRGTSToolbox\matlabbooster\does\srgtsDOECentralComposite.m 5388  2011-04-22

SRGTSToolbox\matlabbooster\does\srgtsDOELHSFilling.m 10737  2011-04-22

SRGTSToolbox\matlabbooster\surrogates 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\rbnn 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\rbnn\private 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\rbnn\private\srgtsnewrb.m 6841  2010-07-08

SRGTSToolbox\matlabbooster\surrogates\rbnn\srgtsRBNNEvaluate.m 1811  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\rbnn\srgtsRBNNFit.m 1796  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\rbnn\srgtsRBNNSetOptions.m 3505  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\svm\srgtsSVCEvaluate.m 2001  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm\srgtsSVCFit.m 2516  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm\srgtsSVCSetOptions.m 5007  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm\srgtsSVREvaluate.m 1976  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm\srgtsSVRFit.m 2847  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm\srgtsSVRSetOptions.m 6041  2011-07-14

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\mexfiles 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\mexfiles\compiled 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\mexfiles\compiled\svmgunn_qp.dll 18432  2010-07-08

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\mexfiles\pr_loqo.c 16786  2011-05-09

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\mexfiles\pr_loqo.h 2388  2010-07-08

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\mexfiles\qp.c 7256  2011-05-09

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\private 0  2011-07-15

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\private\svmgunn_kernelmatrix.m 3201  2011-05-11

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\private\svmgunn_nobias.m 421  2010-09-30

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\svcgunn_error.m 837  1998-08-21

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\svcgunn_evaluate.m 1452  2011-05-11

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\svcgunn_fit.m 2117  2011-05-11

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\svrgunn_error.m 1000  2011-05-11

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\svrgunn_evaluate.m 846  2011-05-11

SRGTSToolbox\matlabbooster\surrogates\svm\svmgunn\svrgunn_fit.m 4216  2011-05-11

SRGTSToolbox\octavebooster 0  2011-07-15

SRGTSToolbox\octavebooster\statistics 0  2011-07-15

SRGTSToolbox\octavebooster\statistics\ecdf.m 1630  2011-04-23

SRGTSToolbox\sbdo 0  2011-07-15

SRGTSToolbox\sbdo\criteria 0  2011-07-15

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