Package org.hipparchus.optim.nonlinear.scalar.noderiv

Class MultiDirectionalSimplex

java.lang.Object

org.hipparchus.optim.nonlinear.scalar.noderiv.AbstractSimplex

org.hipparchus.optim.nonlinear.scalar.noderiv.MultiDirectionalSimplex

All Implemented Interfaces:

OptimizationData

public class MultiDirectionalSimplex
extends AbstractSimplex

This class implements the multi-directional direct search method.

Constructor Summary

Constructors

Constructor	Description
MultiDirectionalSimplex(double[] steps)	Build a multi-directional simplex with default coefficients.
MultiDirectionalSimplex(double[][] referenceSimplex)	Build a multi-directional simplex with default coefficients.
MultiDirectionalSimplex(double[][] referenceSimplex, double khi, double gamma)	Build a multi-directional simplex with specified coefficients.
MultiDirectionalSimplex(double[] steps, double khi, double gamma)	Build a multi-directional simplex with specified coefficients.
MultiDirectionalSimplex(int n)	Build a multi-directional simplex with default coefficients.
MultiDirectionalSimplex(int n, double sideLength)	Build a multi-directional simplex with default coefficients.
MultiDirectionalSimplex(int n, double khi, double gamma)	Build a multi-directional simplex with specified coefficients.
MultiDirectionalSimplex(int n, double sideLength, double khi, double gamma)	Build a multi-directional simplex with specified coefficients.

Method Summary

Modifier and Type	Method	Description
void	iterate(MultivariateFunction evaluationFunction, Comparator<PointValuePair> comparator)	Compute the next simplex of the algorithm.

Methods inherited from class org.hipparchus.optim.nonlinear.scalar.noderiv.AbstractSimplex

build, evaluate, getDimension, getPoint, getPoints, getSize, replaceWorstPoint, setPoint, setPoints

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

MultiDirectionalSimplex

public MultiDirectionalSimplex(int n)

Build a multi-directional simplex with default coefficients. The default values are 2.0 for khi and 0.5 for gamma.

Parameters:

n - Dimension of the simplex.

MultiDirectionalSimplex

public MultiDirectionalSimplex(int n,
 double sideLength)

Build a multi-directional simplex with default coefficients. The default values are 2.0 for khi and 0.5 for gamma.

Parameters:

n - Dimension of the simplex.

sideLength - Length of the sides of the default (hypercube) simplex. See AbstractSimplex(int,double).

MultiDirectionalSimplex

public MultiDirectionalSimplex(int n,
 double khi,
 double gamma)

Build a multi-directional simplex with specified coefficients.

Parameters:

n - Dimension of the simplex. See AbstractSimplex(int,double).

khi - Expansion coefficient.

gamma - Contraction coefficient.

MultiDirectionalSimplex

public MultiDirectionalSimplex(int n,
 double sideLength,
 double khi,
 double gamma)

Build a multi-directional simplex with specified coefficients.

Parameters:

n - Dimension of the simplex. See AbstractSimplex(int,double).

sideLength - Length of the sides of the default (hypercube) simplex. See AbstractSimplex(int,double).

khi - Expansion coefficient.

gamma - Contraction coefficient.

MultiDirectionalSimplex

public MultiDirectionalSimplex(double[] steps)

Build a multi-directional simplex with default coefficients. The default values are 2.0 for khi and 0.5 for gamma.

Parameters:

steps - Steps along the canonical axes representing box edges. They may be negative but not zero. See

MultiDirectionalSimplex

public MultiDirectionalSimplex(double[] steps,
 double khi,
 double gamma)

Build a multi-directional simplex with specified coefficients.

Parameters:

steps - Steps along the canonical axes representing box edges. They may be negative but not zero. See AbstractSimplex(double[]).

khi - Expansion coefficient.

gamma - Contraction coefficient.

MultiDirectionalSimplex

public MultiDirectionalSimplex(double[][] referenceSimplex)

Build a multi-directional simplex with default coefficients. The default values are 2.0 for khi and 0.5 for gamma.

Parameters:

referenceSimplex - Reference simplex. See AbstractSimplex(double[][]).

MultiDirectionalSimplex

public MultiDirectionalSimplex(double[][] referenceSimplex,
 double khi,
 double gamma)

Build a multi-directional simplex with specified coefficients.

Parameters:

referenceSimplex - Reference simplex. See AbstractSimplex(double[][]).

khi - Expansion coefficient.

gamma - Contraction coefficient.

Throws:

MathIllegalArgumentException - if the reference simplex does not contain at least one point.

MathIllegalArgumentException - if there is a dimension mismatch in the reference simplex.

Method Details

iterate

public void iterate(MultivariateFunction evaluationFunction,
 Comparator<PointValuePair> comparator)

Compute the next simplex of the algorithm.

Specified by:

iterate in class AbstractSimplex

Parameters:

evaluationFunction - Evaluation function.

comparator - Comparator to use to sort simplex vertices from best to worst.