Teem::FeedForwardNeuralNetworkGenotypeDecoder Class Reference
[Genotype decoders]

#include <FeedForwardNeuralNetwork.h>

Inheritance diagram for Teem::FeedForwardNeuralNetworkGenotypeDecoder:

List of all members.

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Detailed Description

Genotype decoder for feedforward NN.

Can be used with either the simple one or the back-propagation version. In the later case, the initial weight are encoded but subject to modification by back-prop.

Public Member Functions
	FeedForwardNeuralNetworkGenotypeDecoder (const std::string &root)
	Constructor.
virtual	~FeedForwardNeuralNetworkGenotypeDecoder ()
	Destructor.
virtual Genome *	createGenome ()
	Create a random genome that is compatible with this decoder.
virtual Controller *	decode (Genome *genome)
	Decode a genome to a controller.
Protected Attributes
Ishtar::Variable< unsigned >	hiddenLayerCount
	number of hidden layer
std::vector< size_t >	hiddenLayerSizes
	size of hidden layers
Ishtar::Variable< bool >	useBackProp
	use simple FF or backprop?
Ishtar::Variable< bool >	useRecursion
	use simple FF or recursive FF?
Ishtar::Variable< double >	weightRange
	weight range to use for decoding
std::vector< bool >	layerRecursive
	is the layer recursive?

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

• controller/nn/FeedForwardNeuralNetwork.h
• controller/nn/FeedForwardNeuralNetwork.cpp

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