conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator Class Reference

#include <CscNeuralNetworkGeneticAlgorithmIndividualGenerator.h>

Classes
struct	AllPossibilitiesHyperparameters
struct	HyperparametersIndividual

Public Member Functions
	CscNeuralNetworkGeneticAlgorithmIndividualGenerator (unsigned nbNeuralNetworkInputsInit, unsigned nbNeuralNetworkOutputsInit, AllPossibilitiesHyperparameters *allPossibilitiesHyperparameters)
virtual	~CscNeuralNetworkGeneticAlgorithmIndividualGenerator ()
const unsigned	getNbNeuralNetworkInputs () const
const unsigned	getNbNeuralNetworkOutputs () const
const vector< CscNeuralNetworkType > *	getNeuralNetworkTypePossibilities () const
const vector< unsigned > *	getNbHiddenLayersPossibilities () const
const vector< unsigned > *	getNbNeuronsPerHiddenLayerPossibilities () const
const vector< CscActivationFunction > *	getHiddenLayersActivationFunctionPossibilities () const
const vector< CscActivationFunction > *	getOutputLayerActivationFunctionPossibilities () const
const vector< CscLossFunction > *	getLossFunctionPossibilities () const
const vector< CscInitializationWeightsStrategy > *	getInitializationWeightsStrategyPossibilities () const
const vector< CscInitializationBiasStrategy > *	getInitializationBiasesStrategyPossibilities () const
const vector< float > *	getLearningRatePossibilities () const
const vector< unsigned > *	getNbDataPerMiniBatchPossibilities () const
HyperparametersIndividual *	createNeuralNetworkIndividualRandomly (const unsigned individualId, const unsigned generationOfCreation)
CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual *	createIndividualByCopy (const unsigned individualId, HyperparametersIndividual *parent)
CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual *	createIndividualByCrossover (const unsigned individualId, const unsigned generationOfCreation, HyperparametersIndividual *parent1, HyperparametersIndividual *parent2)
CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual *	createIndividualByMutation (const unsigned individualId, const unsigned generationOfCreation, HyperparametersIndividual *parent)

Constructor & Destructor Documentation

CscNeuralNetworkGeneticAlgorithmIndividualGenerator()

conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::CscNeuralNetworkGeneticAlgorithmIndividualGenerator	(	unsigned	nbNeuralNetworkInputsInit,
		unsigned	nbNeuralNetworkOutputsInit,
		AllPossibilitiesHyperparameters *	allPossibilitiesHyperparameters
	)

~CscNeuralNetworkGeneticAlgorithmIndividualGenerator()

conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::~CscNeuralNetworkGeneticAlgorithmIndividualGenerator ( )

virtual

Member Function Documentation

createIndividualByCopy()

CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::createIndividualByCopy	(	const unsigned	individualId,
		HyperparametersIndividual *	parent
	)

createIndividualByCrossover()

CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::createIndividualByCrossover	(	const unsigned	individualId,
		const unsigned	generationOfCreation,
		HyperparametersIndividual *	parent1,
		HyperparametersIndividual *	parent2
	)

createIndividualByMutation()

CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::createIndividualByMutation	(	const unsigned	individualId,
		const unsigned	generationOfCreation,
		HyperparametersIndividual *	parent
	)

createNeuralNetworkIndividualRandomly()

CscNeuralNetworkGeneticAlgorithmIndividualGenerator::HyperparametersIndividual * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::createNeuralNetworkIndividualRandomly	(	const unsigned	individualId,
		const unsigned	generationOfCreation
	)

getHiddenLayersActivationFunctionPossibilities()

const vector< CscActivationFunction > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getHiddenLayersActivationFunctionPossibilities

(

)

const

getInitializationBiasesStrategyPossibilities()

const vector< CscInitializationBiasStrategy > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getInitializationBiasesStrategyPossibilities

(

)

const

getInitializationWeightsStrategyPossibilities()

const vector< CscInitializationWeightsStrategy > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getInitializationWeightsStrategyPossibilities

(

)

const

getLearningRatePossibilities()

const vector< float > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getLearningRatePossibilities

(

)

const

getLossFunctionPossibilities()

const vector< CscLossFunction > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getLossFunctionPossibilities

(

)

const

getNbDataPerMiniBatchPossibilities()

const vector< unsigned > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getNbDataPerMiniBatchPossibilities

(

)

const

getNbHiddenLayersPossibilities()

const vector< unsigned > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getNbHiddenLayersPossibilities

(

)

const

getNbNeuralNetworkInputs()

const unsigned conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getNbNeuralNetworkInputs

(

)

const

getNbNeuralNetworkOutputs()

const unsigned conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getNbNeuralNetworkOutputs

(

)

const

getNbNeuronsPerHiddenLayerPossibilities()

const vector< unsigned > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getNbNeuronsPerHiddenLayerPossibilities

(

)

const

getNeuralNetworkTypePossibilities()

const vector< CscNeuralNetworkType > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getNeuralNetworkTypePossibilities

(

)

const

getOutputLayerActivationFunctionPossibilities()

const vector< CscActivationFunction > * conscience_core::ai::nn::CscNeuralNetworkGeneticAlgorithmIndividualGenerator::getOutputLayerActivationFunctionPossibilities

(

)

const

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

• ArtificialIntelligence/CscNeuralNetworkGeneticAlgorithmIndividualGenerator.h
• ArtificialIntelligence/CscNeuralNetworkGeneticAlgorithmIndividualGenerator.cpp