SYNOPSIS

Public Member Functions

RosenbrockWoodFunction ()

double Evaluate (const arma::mat &coordinates)

const arma::mat & GetInitialPoint () const

void Gradient (const arma::mat &coordinates, arma::mat &gradient)

Private Attributes

arma::mat initialPoint

GeneralizedRosenbrockFunction rf

WoodFunction wf

Detailed Description

The Generalized Rosenbrock function in 4 dimensions with the Wood Function in four dimensions.

In this function we are actually optimizing a 2x4 matrix of coordinates, not a vector.

Definition at line 154 of file test_functions.hpp.

Constructor & Destructor Documentation

mlpack::optimization::test::RosenbrockWoodFunction::RosenbrockWoodFunction ()

Member Function Documentation

double mlpack::optimization::test::RosenbrockWoodFunction::Evaluate (const arma::mat &coordinates)

const arma::mat& mlpack::optimization::test::RosenbrockWoodFunction::GetInitialPoint () const

void mlpack::optimization::test::RosenbrockWoodFunction::Gradient (const arma::mat &coordinates, arma::mat &gradient)

Member Data Documentation

arma::mat mlpack::optimization::test::RosenbrockWoodFunction::initialPoint [private]

Definition at line 165 of file test_functions.hpp.

GeneralizedRosenbrockFunction mlpack::optimization::test::RosenbrockWoodFunction::rf [private]

Definition at line 166 of file test_functions.hpp.

WoodFunction mlpack::optimization::test::RosenbrockWoodFunction::wf [private]

Definition at line 167 of file test_functions.hpp.

Author

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