14 #ifndef __MLPACK_CORE_OPTIMIZERS_AUG_LAGRANGIAN_TEST_FUNCTIONS_HPP 15 #define __MLPACK_CORE_OPTIMIZERS_AUG_LAGRANGIAN_TEST_FUNCTIONS_HPP 20 namespace optimization {
36 double Evaluate(
const arma::mat& coordinates);
37 void Gradient(
const arma::mat& coordinates, arma::mat& gradient);
43 const arma::mat& coordinates,
69 double Evaluate(
const arma::mat& coordinates);
70 void Gradient(
const arma::mat& coordinates, arma::mat& gradient);
76 const arma::mat& coordinates,
122 double Evaluate(
const arma::mat& coordinates);
123 void Gradient(
const arma::mat& coordinates, arma::mat& gradient);
129 const arma::mat& coordinates,
130 arma::mat& gradient);
134 const arma::mat&
Edges()
const {
return edges; }
135 arma::mat&
Edges() {
return edges; }
147 #endif // __MLPACK_CORE_OPTIMIZERS_AUG_LAGRANGIAN_TEST_FUNCTIONS_HPP double EvaluateConstraint(const size_t index, const arma::mat &coordinates)
This function is taken from "Practical Mathematical Optimization" (Snyman), section 5...
Linear algebra utility functions, generally performed on matrices or vectors.
void Gradient(const arma::mat &coordinates, arma::mat &gradient)
AugLagrangianTestFunction()
This function is the Lovasz-Theta semidefinite program, as implemented in the following paper: ...
size_t NumConstraints() const
const arma::mat & GetInitialPoint() const
Include all of the base components required to write MLPACK methods, and the main MLPACK Doxygen docu...
const arma::mat & GetInitialPoint() const
const arma::mat & Edges() const
This function is taken from M.
void GradientConstraint(const size_t index, const arma::mat &coordinates, arma::mat &gradient)
double Evaluate(const arma::mat &coordinates)
size_t NumConstraints() const