NAME¶

mlpack::optimization::test::RosenbrockWoodFunction - The Generalized Rosenbrock function in 4 dimensions with the Wood Function in four dimensions.

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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