org.encog.neural.neat

Class NEATUtil

java.lang.Object

org.encog.neural.neat.NEATUtil

public class NEATUtil
extends java.lang.Object

NEAT does not make use of a special trainer. Typically the generic TrainEA trainer is used. This utility class creates a NEAT compatible TrainEA class. ----------------------------------------------------------------------------- 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

Constructor Summary

Constructors

Constructor and Description
NEATUtil()

Method Summary

Modifier and Type	Method and Description
static TrainEA	constructNEATTrainer(CalculateScore calculateScore, int inputCount, int outputCount, int populationSize)
static TrainEA	constructNEATTrainer(NEATPopulation population, CalculateScore calculateScore) Construct a NEAT (or HyperNEAT trainer.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

NEATUtil

public NEATUtil()

Method Detail

constructNEATTrainer

public static TrainEA constructNEATTrainer(CalculateScore calculateScore,
                                           int inputCount,
                                           int outputCount,
                                           int populationSize)

constructNEATTrainer

public static TrainEA constructNEATTrainer(NEATPopulation population,
                                           CalculateScore calculateScore)

Construct a NEAT (or HyperNEAT trainer.

Parameters:

population - The population.

calculateScore - The score function.

Returns:

The NEAT EA trainer.