Package net.bmahe.genetics4j.neat

Class FeedForwardNetwork

java.lang.Object

net.bmahe.genetics4j.neat.FeedForwardNetwork

public class FeedForwardNetwork
extends Object

Field Summary

Fields

Modifier and Type	Field	Description
private final Function<Float,Float>	activationFunction
private final Map<Integer,Set<Connection>>	backwardConnections
private final List<Connection>	connections
private final Set<Integer>	inputNodeIndices
private final List<List<Integer>>	layers
static final org.apache.logging.log4j.Logger	logger
private final Set<Integer>	outputNodeIndices

Constructor Summary

Constructors

Constructor	Description
FeedForwardNetwork(Set<Integer> _inputNodeIndices, Set<Integer> _outputNodeIndices, List<Connection> _connections, Function<Float,Float> _activationFunction)

Method Summary

Modifier and Type	Method	Description
Map<Integer,Float>	compute(Map<Integer,Float> inputValues)

Methods inherited from class java.lang.Object

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

Field Details

logger

public static final org.apache.logging.log4j.Logger logger

inputNodeIndices

private final Set<Integer> inputNodeIndices

outputNodeIndices

private final Set<Integer> outputNodeIndices

connections

private final List<Connection> connections

layers

private final List<List<Integer>> layers

backwardConnections

private final Map<Integer,Set<Connection>> backwardConnections

activationFunction

private final Function<Float,Float> activationFunction

Constructor Details

FeedForwardNetwork

public FeedForwardNetwork(Set<Integer> _inputNodeIndices,
 Set<Integer> _outputNodeIndices,
 List<Connection> _connections,
 Function<Float,Float> _activationFunction)

Method Details

compute

public Map<Integer,Float> compute(Map<Integer,Float> inputValues)