GANN::ANNGenerator Class Reference

Define the generator of a neural network. More...

#include <ann_generator.h>

Inheritance diagram for GANN::ANNGenerator:

Public Member Functions
	ANNGenerator (void) throw ()
	Constructor.
	ANNGenerator (std::vector< unsigned int > const &infos, double crossing_rate) throw ()
	Constructor. More...
	~ANNGenerator (void) throw ()
	Destructor.
void	init (std::vector< unsigned int > const &infos, double crossing_rate) throw ()
	Initialize the generator. More...
void	setRandomize (double min, double max) throw ()
	Set the range of the randomization. More...
void	setActivationFunction (ANNLayer::FActivate function, ANN::ActivationType type) throw ()
	Set the activation function of the intern layers. More...
void	setOutputsActivation (ANNLayer::FActivate function, ANN::ActivationType type) throw ()
	Set the activation function of the output layer. More...
std::vector< unsigned int > const &	getInfos (void) const throw ()
	Get the topology of the neural network. More...
double	getCrossingRate (void) const throw ()
	Get the crossing rate of the neural network. More...
double	getRandomMin (void) const throw ()
	Get the minimum value of the randomization range. More...
double	getRandomMax (void) const throw ()
	Get the maximum value of the randomization range. More...
ANNLayer::FActivate	getActivation (void) const throw ()
	Get the activation function pointer of the intern layers. More...
ANNLayer::FActivate	getOutputsActivation (void) const throw ()
	Get the activation function pointer of the output layer. More...
ANN::ActivationType	getOutputType (void) const throw ()
	Get the activation function's type of the intern layers. More...
ANN::ActivationType	getLayerType (void) const throw ()
	Get the activaton function's type of the output layer. More...
ANNGenerator &	operator= (ANNGenerator const &gen) throw ()
GA::IDNA *	Generate (void) const throw ()
	Generate a new neural network. More...
	ANNGenerator (std::vector< unsigned int > const &infos, double crossing_rate) throw ()
void	init (std::vector< unsigned int > const &infos, double crossing_rate) throw ()
void	setRandomize (double min, double max) throw ()
void	setActivationFunction (ANNLayer::FActivate function, ANN::ActivationType type) throw ()
void	setOutputsActivation (ANNLayer::FActivate function, ANN::ActivationType type) throw ()
std::vector< unsigned int > const &	getInfos (void) const throw ()
double	getCrossingRate (void) const throw ()
double	getRandomMin (void) const throw ()
double	getRandomMax (void) const throw ()
ANNLayer::FActivate	getActivation (void) const throw ()
ANNLayer::FActivate	getOutputsActivation (void) const throw ()
ANN::ActivationType	getOutputType (void) const throw ()
ANN::ActivationType	getLayerType (void) const throw ()
ANNGenerator &	operator= (ANNGenerator const &gen) throw ()
GA::IDNA *	Generate (void) const throw ()
	Generate a new individual. More...
Public Member Functions inherited from GA::IGenerator
virtual	~IGenerator (void)
	Destructor.

Detailed Description

Define the generator of a neural network.

Constructor & Destructor Documentation

GANN::ANNGenerator::ANNGenerator	(	std::vector< unsigned int > const &	infos,
		double	crossing_rate
	)
throw	(
	)

Constructor.

Parameters

infos	: Contains the topology of the neural network.
crossing_rate	: Contains the crossing rate of the neural network.

Member Function Documentation

GA::IDNA* GANN::ANNGenerator::Generate ( void  ) const throw ( )

virtual

Generate a new individual.

Returns

IDNA *

Implements GA::IGenerator.

GA::IDNA * GANN::ANNGenerator::Generate ( void  ) const throw ( )

virtual

Generate a new neural network.

Returns

GA::IDNA *

Implements GA::IGenerator.

ANNLayer::FActivate GANN::ANNGenerator::getActivation	(	void		)	const
throw	(
	)

Get the activation function pointer of the intern layers.

Returns

ANNLayer::FActivate

double GANN::ANNGenerator::getCrossingRate	(	void		)	const
throw	(
	)

Get the crossing rate of the neural network.

Returns

double

std::vector< unsigned int > const & GANN::ANNGenerator::getInfos	(	void		)	const
throw	(
	)

Get the topology of the neural network.

Returns

std::vector<unsigned int> const&

ANN::ActivationType GANN::ANNGenerator::getLayerType	(	void		)	const
throw	(
	)

Get the activaton function's type of the output layer.

Returns

ANN::ActivationType

ANNLayer::FActivate GANN::ANNGenerator::getOutputsActivation	(	void		)	const
throw	(
	)

Get the activation function pointer of the output layer.

Returns

ANNLayer::FActivate

ANN::ActivationType GANN::ANNGenerator::getOutputType	(	void		)	const
throw	(
	)

Get the activation function's type of the intern layers.

Returns

ANN::ActivationType

double GANN::ANNGenerator::getRandomMax	(	void		)	const
throw	(
	)

Get the maximum value of the randomization range.

Returns

double

double GANN::ANNGenerator::getRandomMin	(	void		)	const
throw	(
	)

Get the minimum value of the randomization range.

Returns

double

void GANN::ANNGenerator::init	(	std::vector< unsigned int > const &	infos,
		double	crossing_rate
	)
throw	(
	)

Initialize the generator.

Parameters

infos	: Contains the topology of the neural network.
crossing_rate	: Contains the crossing rate of the neural network.

void GANN::ANNGenerator::setActivationFunction	(	ANNLayer::FActivate	function,
		ANN::ActivationType	type
	)
throw	(
	)

Set the activation function of the intern layers.

Parameters

function	: function pointer of the activation function.
type	: the type of the activation function.

void GANN::ANNGenerator::setOutputsActivation	(	ANNLayer::FActivate	function,
		ANN::ActivationType	type
	)
throw	(
	)

Set the activation function of the output layer.

Parameters

function	: function pointer of the activation function.
type	: the type of the activation function.

void GANN::ANNGenerator::setRandomize	(	double	min,
		double	max
	)
throw	(
	)

Set the range of the randomization.

Parameters

min	: the minimum value of the range.
max	: the maximum value of the range.

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

• /home/robin_f/Programming/Git/CPP/LoveBrains/include/ANN/ann_generator.h
• /home/robin_f/Programming/Git/CPP/LoveBrains/lib/GANNEngine/src/ANN/ann_generator.cc