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public interface MutateLinkWeight
This interface defines various ways that a NEAT network can have its link weights mutated. ----------------------------------------------------------------------------- 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 | |
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EvolutionaryAlgorithm |
getTrainer()
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void |
init(EvolutionaryAlgorithm theTrainer)
Setup the link mutator. |
void |
mutateWeight(Random rnd,
NEATLinkGene linkGene,
double weightRange)
Perform the weight mutation on the specified link. |
Method Detail |
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EvolutionaryAlgorithm getTrainer()
void init(EvolutionaryAlgorithm theTrainer)
theTrainer
- The training class that this mutator is used with.void mutateWeight(Random rnd, NEATLinkGene linkGene, double weightRange)
rnd
- A random number generator.linkGene
- The link to mutate.weightRange
- The weight range, weights are between -weightRange and
+weightRange.
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