org.encog.neural.neat
Interface NEATGenomeFactory

All Superinterfaces:
GenomeFactory
All Known Implementing Classes:
FactorHyperNEATGenome, FactorNEATGenome

public interface NEATGenomeFactory
extends GenomeFactory

This interface defines additional methods defined to create NEAT genomes. It is an extension to the non-NEAT specific GenomeFactory. ----------------------------------------------------------------------------- http://www.cs.ucf.edu/~kstanley/ Encog's NEAT implementation was drawn from the following three Journal Articles. For more complete BibTeX sources, see NEATNetwork.java. Evolving Neural Networks Through Augmenting Topologies Generating Large-Scale Neural Networks Through Discovering Geometric Regularities Automatic feature selection in neuroevolution


Method Summary
 NEATGenome factor(List<NEATNeuronGene> neurons, List<NEATLinkGene> links, int inputCount, int outputCount)
          Create a NEAT genome from a list of links and neurons.
 NEATGenome factor(Random rnd, NEATPopulation pop, int inputCount, int outputCount, double connectionDensity)
          Create a new random NEAT genome.
 
Methods inherited from interface org.encog.ml.ea.genome.GenomeFactory
factor, factor
 

Method Detail

factor

NEATGenome factor(List<NEATNeuronGene> neurons,
                  List<NEATLinkGene> links,
                  int inputCount,
                  int outputCount)
Create a NEAT genome from a list of links and neurons.

Parameters:
neurons - A list of neuron genes.
links - A list of link genes.
inputCount - The input count.
outputCount - The output count.
Returns:
The newly factored NEATGenome.

factor

NEATGenome factor(Random rnd,
                  NEATPopulation pop,
                  int inputCount,
                  int outputCount,
                  double connectionDensity)
Create a new random NEAT genome.

Parameters:
rnd - A random number generator.
pop - The NEAT population.
inputCount - The input count.
outputCount - The output count.
connectionDensity - The connection density. Specify 1.0 for fully connected.
Returns:
The newly created NEAT genome.


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