資源簡介
matlab中的Kriging KG工具箱,dace工具箱
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?
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