sot::ExpDesign Class Reference

Abstract class for a SOT experimental design class. More...

#include <experimental_design.h>

Inheritance diagram for sot::ExpDesign:

Public Member Functions
virtual int	dim () const =0
	Virtual method for getting the number of dimensions. More...
virtual int	numPoints () const =0
	Virtual method for getting the number of points in the experimental design. More...
virtual mat	generatePoints () const =0
	Virtual method for generating an experimental design. More...

Detailed Description

Abstract class for a SOT experimental design class.

This is the abstract class that should be used as a Base class for all experimental design objects in SOT. The experimental design generates an initial set of points that are first evaluated and then used to fit the initial surrogate model. All experimental design should be generated for the hypercube [0, 1]^dim.

Author

David Eriksson, dme65.nosp@m.@cor.nosp@m.nell..nosp@m.edu

Member Function Documentation

virtual int sot::ExpDesign::dim ( ) const

pure virtual

Virtual method for getting the number of dimensions.

Returns

The number of dimensions

Implemented in sot::CornersMid, sot::TwoFactorial, sot::LatinHypercube, sot::SymmetricLatinHypercube, and sot::FixedDesign.

virtual mat sot::ExpDesign::generatePoints ( ) const

pure virtual

Virtual method for generating an experimental design.

Returns

An experimental design

Implemented in sot::CornersMid, sot::TwoFactorial, sot::LatinHypercube, sot::SymmetricLatinHypercube, and sot::FixedDesign.

virtual int sot::ExpDesign::numPoints ( ) const

pure virtual

Virtual method for getting the number of points in the experimental design.

Returns

The number of points

Implemented in sot::CornersMid, sot::TwoFactorial, sot::LatinHypercube, sot::SymmetricLatinHypercube, and sot::FixedDesign.

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The documentation for this class was generated from the following file:

• include/sot_bits/experimental_design.h