eoIntegerVelocity< POT > Class Template Reference

Integer velocity performer for particle swarm optimization. More...

#include <eoIntegerVelocity.h>

Inheritance diagram for eoIntegerVelocity< POT >:

List of all members.

Public Types
typedef POT::ParticleVelocityType	VelocityType
Public Member Functions
	eoIntegerVelocity (eoTopology< POT > &_topology, const VelocityType &_c1, const VelocityType &_c2, const VelocityType &_c3, eoRealVectorBounds &_bounds, eoRealBoundModifier &_bndsModifier, eoRng &_gen=rng)
	Full constructor: Bounds and bound modifier required.
	eoIntegerVelocity (eoTopology< POT > &_topology, const VelocityType &_c1, const VelocityType &_c2, const VelocityType &_c3, eoRealVectorBounds &_bounds, eoRng &_gen=rng)
	Constructor: No bound updater required <-> fixed bounds.
	eoIntegerVelocity (eoTopology< POT > &_topology, const VelocityType &_c1, const VelocityType &_c2, const VelocityType &_c3, eoRng &_gen=rng)
	Constructor: Neither bounds nor bound updater required <-> free velocity.
void	operator() (POT &_po, unsigned _indice)
	Evaluate the new velocities of the given particle.
void	updateNeighborhood (POT &_po, unsigned _indice)
	Update the neighborhood.
eoTopology< POT > &	getTopology ()
	eoTopology<POT> getTopology
Protected Attributes
eoTopology< POT > &	topology
const VelocityType &	c1
const VelocityType &	c2
const VelocityType &	c3
eoRealVectorBounds	bounds
eoRealBoundModifier &	bndsModifier
eoRng &	gen
eoDummyRealBoundModifier	dummyModifier

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Detailed Description

template<class POT>
class eoIntegerVelocity< POT >

Integer velocity performer for particle swarm optimization.

Derivated from abstract eoVelocity, At step t: v(t+1)= c1 * v(t) + c2 * r2 * ( xbest(t)-x(t) ) + c3 * r3 * ( gbest(t) - x(t) ) v(t) is an INT for any time step (ci given and Ri chosen at random in [0;1]).

Definition at line 46 of file eoIntegerVelocity.h.

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Constructor & Destructor Documentation

template<class POT >

eoIntegerVelocity< POT >::eoIntegerVelocity	(	eoTopology< POT > &	_topology,
		const VelocityType &	_c1,
		const VelocityType &	_c2,
		const VelocityType &	_c3,
		eoRealVectorBounds &	_bounds,
		eoRealBoundModifier &	_bndsModifier,
		eoRng &	_gen = rng
	)		[inline]

Full constructor: Bounds and bound modifier required.

Parameters:

_topology	- The topology to get the global/local/other best
_c1	- The first learning factor quantify how much the particle trusts itself. Type must be POT::ParticleVelocityType
_c2	- The second learning factor used for the particle's best. Type must be POT::ParticleVelocityType
_c3	- The third learning factor used for the local/global best(s). Type must be POT::ParticleVelocityType
_bounds	- An eoRealBaseVectorBounds: real bounds for real velocities. If the velocities are not real, they won't be bounded by default. Should have a eoBounds ?
_bndsModifier	- An eoRealBoundModifier used to modify the bounds (for real bounds only).
_gen	- The eo random generator, default=rng

Definition at line 66 of file eoIntegerVelocity.h.

template<class POT >

eoIntegerVelocity< POT >::eoIntegerVelocity	(	eoTopology< POT > &	_topology,
		const VelocityType &	_c1,
		const VelocityType &	_c2,
		const VelocityType &	_c3,
		eoRealVectorBounds &	_bounds,
		eoRng &	_gen = rng
	)		[inline]

Constructor: No bound updater required <-> fixed bounds.

Parameters:

_topology	- The topology to get the global/local/other best
_c1	- The first learning factor quantify how much the particle trusts itself. Type must be POT::ParticleVelocityType
_c2	- The second learning factor used for the particle's best. Type must be POT::ParticleVelocityType
_c3	- The third learning factor used for the local/global best(s). Type must be POT::ParticleVelocityType
_bounds	- An eoRealBaseVectorBounds: real bounds for real velocities. If the velocities are not real, they won't be bounded by default. Should have a eoBounds ?
_gen	- The eo random generator, default=rng

Definition at line 91 of file eoIntegerVelocity.h.

template<class POT >

eoIntegerVelocity< POT >::eoIntegerVelocity	(	eoTopology< POT > &	_topology,
		const VelocityType &	_c1,
		const VelocityType &	_c2,
		const VelocityType &	_c3,
		eoRng &	_gen = rng
	)		[inline]

Constructor: Neither bounds nor bound updater required <-> free velocity.

Parameters:

_topology	the topology to use
_c1	- The first learning factor quantify how much the particle trusts itself. Type must be POT::ParticleVelocityType
_c2	- The second learning factor used for the particle's best. Type must be POT::ParticleVelocityType
_c3	- The third learning factor used for the local/global best(s). Type must be POT::ParticleVelocityType
_gen	- The eo random generator, default=rng

Definition at line 113 of file eoIntegerVelocity.h.

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Member Function Documentation

template<class POT >

void eoIntegerVelocity< POT >::operator()	(	POT &	_po,
		unsigned	_indice
	)		[inline, virtual]

Evaluate the new velocities of the given particle.

Need an indice to identify the particle into the topology.

Parameters:

_po	- A particle
_indice	- The indice (into the topology) of the given particle

Implements eoBF< POT &, unsigned, void >.

Definition at line 134 of file eoIntegerVelocity.h.

References eoRealVectorBounds::adjust_size(), eoRealBaseVectorBounds::minimum(), and eoRng::uniform().

template<class POT >

eoTopology<POT>& eoIntegerVelocity< POT >::getTopology

(

)

[inline, virtual]

eoTopology<POT> getTopology

Returns:

topology

Implements eoVelocity< POT >.

Definition at line 174 of file eoIntegerVelocity.h.

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The documentation for this class was generated from the following file:

• eoIntegerVelocity.h