MathOpt_GlobOpt.hxx File Reference

#include <MathUtils_Types.hxx>
#include <MathUtils_Config.hxx>
#include <MathUtils_Random.hxx>
#include <MathOpt_PSO.hxx>
#include <MathOpt_BFGS.hxx>
#include <MathOpt_Powell.hxx>
#include <MathUtils_Core.hxx>
#include <NCollection_DynamicArray.hxx>
#include <cmath>

Data Structures
struct	MathOpt::GlobalConfig
	Configuration for global optimization. More...

Namespaces
namespace	MathOpt
	Optimization algorithms for scalar and vector functions.

Enumerations
enum class	MathOpt::GlobalStrategy { MathOpt::PSO , MathOpt::MultiStart , MathOpt::PSOHybrid , MathOpt::DifferentialEvolution }
	Global optimization strategy selection. More...

Functions
template<typename Function >
VectorResult	MathOpt::DifferentialEvolution (Function &theFunc, const math_Vector &theLowerBounds, const math_Vector &theUpperBounds, const GlobalConfig &theConfig=GlobalConfig())
	Differential Evolution algorithm for global optimization.
template<typename Function >
VectorResult	MathOpt::MultiStart (Function &theFunc, const math_Vector &theLowerBounds, const math_Vector &theUpperBounds, const GlobalConfig &theConfig=GlobalConfig())
	Multi-start local optimization.
template<typename Function >
VectorResult	MathOpt::GlobalMinimum (Function &theFunc, const math_Vector &theLowerBounds, const math_Vector &theUpperBounds, const GlobalConfig &theConfig=GlobalConfig())
	Unified global optimization interface.
template<typename Function >
VectorResult	MathOpt::GlobalMinimum (Function &theFunc, const math_Vector &theLowerBounds, const math_Vector &theUpperBounds, const GlobalConfig &theConfig, const PSOConfig *thePSOConfig, const NCollection_DynamicArray< PSOSeedParticle > *theSeeds=nullptr, PSOStats *theStats=nullptr)
	Unified global optimization interface with PSO-specific options.