ParticleSwarmOptimization::Inertia Class Reference

Base inertia class used to alter the PSO state. More...

#include <ql/experimental/math/particleswarmoptimization.hpp>

Inheritance diagram for ParticleSwarmOptimization::Inertia:

Collaboration diagram for ParticleSwarmOptimization::Inertia:

Public Member Functions
virtual	~Inertia ()=default
virtual void	setSize (Size M, Size N, Real c0, const EndCriteria &endCriteria)=0
	initialize state for current problem More...
virtual void	setValues ()=0
	produce changes to PSO state for current iteration More...

Protected Member Functions
virtual void	init (ParticleSwarmOptimization *pso)

Protected Attributes
ParticleSwarmOptimization *	pso_
std::vector< Array > *	X_
std::vector< Array > *	V_
std::vector< Array > *	pBX_
std::vector< Array > *	gBX_
Array *	pBF_
Array *	gBF_
Array *	lX_
Array *	uX_

Friends
class	ParticleSwarmOptimization

Detailed Description

Base inertia class used to alter the PSO state.

This pure virtual base class provides the access to the PSO state which the particular inertia algorithm will change upon each iteration.

Definition at line 127 of file particleswarmoptimization.hpp.

Constructor & Destructor Documentation

~Inertia()

virtual ~Inertia ( )

virtualdefault

Member Function Documentation

setSize()

virtual void setSize ( Size  M, Size  N, Real  c0, const EndCriteria &  endCriteria  )

pure virtual

initialize state for current problem

Implemented in TrivialInertia, SimpleRandomInertia, DecreasingInertia, AdaptiveInertia, and LevyFlightInertia.

setValues()

virtual void setValues ( )

pure virtual

produce changes to PSO state for current iteration

Implemented in TrivialInertia, SimpleRandomInertia, DecreasingInertia, AdaptiveInertia, and LevyFlightInertia.

init()

virtual void init ( ParticleSwarmOptimization *  pso )

protectedvirtual

Reimplemented in LevyFlightInertia.

Definition at line 141 of file particleswarmoptimization.hpp.

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Friends And Related Function Documentation

ParticleSwarmOptimization

friend class ParticleSwarmOptimization

friend

Definition at line 128 of file particleswarmoptimization.hpp.

Member Data Documentation

pso_

ParticleSwarmOptimization* pso_

protected

Definition at line 136 of file particleswarmoptimization.hpp.

X_

std::vector<Array>* X_

protected

Definition at line 137 of file particleswarmoptimization.hpp.

V_

std::vector<Array> * V_

protected

Definition at line 137 of file particleswarmoptimization.hpp.

pBX_

std::vector<Array> * pBX_

protected

Definition at line 137 of file particleswarmoptimization.hpp.

gBX_

std::vector<Array> * gBX_

protected

Definition at line 137 of file particleswarmoptimization.hpp.

pBF_

Array* pBF_

protected

Definition at line 138 of file particleswarmoptimization.hpp.

gBF_

Array * gBF_

protected

Definition at line 138 of file particleswarmoptimization.hpp.

lX_

Array* lX_

protected

Definition at line 139 of file particleswarmoptimization.hpp.

uX_

Array * uX_

protected

Definition at line 139 of file particleswarmoptimization.hpp.