資源簡(jiǎn)介
本報(bào)告介紹了DACE(Design and Analysis of Computer Experiments,計(jì)算機(jī)實(shí)驗(yàn)設(shè)計(jì)與分析)軟件包的背景和使用說明。DACE軟件包是一個(gè)對(duì)計(jì)算機(jī)模型做克里金近似(kriging approximation)的Matlab工具箱。
本軟件的典型應(yīng)用是基于計(jì)算機(jī)實(shí)驗(yàn)數(shù)據(jù)建立一個(gè)克里金近似模型,并將其用作計(jì)算機(jī)模型的代理模型。這里,計(jì)算機(jī)實(shí)驗(yàn)是指通過運(yùn)行計(jì)算機(jī)模型獲得的若干組輸入和響應(yīng)數(shù)據(jù)。而計(jì)算機(jī)模型的這些輸入或響應(yīng)數(shù)據(jù)都有可能是高維的。

代碼片段和文件信息
%???DACE?(Design?and?Analysis?of?Computer?Experiments)?Toolbox
%???Version?2.5?September?4?2002
%???Copyright?(c)?2002?by?Hans?Bruun?Nielsen?and?IMM.?
%?
%???Model?construction
%?????dacefit?-?Constrained?non-linear?least-squares?fit?of?a?given
%???????????????correlation?model?to?the?provided?data?set?and
%???????????????regression?model.
%?
%???Model?prediction
%?????predictor?-?Model?predictor?with?mean?squared?error?estimate.
%?
%???Regression?functions
%?????regpoly0??-?Zero?order?polynomial.
%?????regpoly1??-?First?order?polynomial.
%?????regpoly2??-?Second?order?polynomial.
%?
%???Correlation?functions
%?????corrcubic?????-?Local?support?cubic?polynomial
%?????correxp???????-?Exponential.
%?????correxpg??????-?General?exponential.
%?????corrgauss?????-?Gaussian.
%?????corrlin???????-?Local?support?linear.
%?????corrspherical?-?Local?support?spherical.
%?????corrspline????-?Local?support?cubic?spline.
%?
%???Experimental?Design
%?????gridsamp?-?Points?in?a?regular?grid.
%?????lhsamp???-?Latin?hypercube?distributed?random?numbers.
%
%???Auxiliary?functions
%?????dsmerge??-?Merge?data?for?multiple?design?sites.
%?????
%???Data?files
%?????data1.mat?-?Example?data?S?and?Y?
?屬性????????????大小?????日期????時(shí)間???名稱
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?????文件???????4352??2002-09-04?14:43??dace?中\(zhòng)changelog
?????文件???????1202??2002-09-04?14:44??dace?中\(zhòng)Contents.m
?????文件???????1207??2002-08-05?17:59??dace?中\(zhòng)corrcubic.m
?????文件???????1039??2002-08-05?17:59??dace?中\(zhòng)correxp.m
?????文件???????1176??2002-08-05?17:59??dace?中\(zhòng)correxpg.m
?????文件???????1028??2002-08-05?17:59??dace?中\(zhòng)corrgauss.m
?????文件???????1091??2002-08-05?17:59??dace?中\(zhòng)corrlin.m
?????文件???????1227??2002-08-05?17:59??dace?中\(zhòng)corrspherical.m
?????文件???????1868??2002-08-05?17:59??dace?中\(zhòng)corrspline.m
?????文件????1578894??2002-08-05?18:03??dace?中\(zhòng)dace.pdf
?????文件???????9060??2002-09-03?15:46??dace?中\(zhòng)dacefit.m
?????文件????1028386??2019-07-17?17:10??dace?中\(zhòng)DACE:Matlab的克里金工具箱.docx
?????文件???????2040??2002-08-05?17:59??dace?中\(zhòng)data1.mat
?????文件???????3942??2002-08-05?17:59??dace?中\(zhòng)dsmerge.m
?????文件???????1205??2002-08-05?17:59??dace?中\(zhòng)gridsamp.m
?????文件??????51482??2019-07-18?20:15??dace?中\(zhòng)kriging.docx
?????文件????????592??2002-08-05?17:59??dace?中\(zhòng)lhsamp.m
?????文件???????4398??2002-08-26?18:45??dace?中\(zhòng)predictor.m
?????文件????????377??2002-08-05?17:59??dace?中\(zhòng)regpoly0.m
?????文件????????385??2002-08-05?17:59??dace?中\(zhòng)regpoly1.m
?????文件????????789??2002-09-04?14:41??dace?中\(zhòng)regpoly2.m
????..A.SH.???????162??2019-07-17?21:29??dace?中\(zhòng)~$riging.docx
?????目錄??????????0??2019-07-19?20:48??dace?中
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