org.encog.neural.neat

Class PersistNEATPopulation

java.lang.Object

org.encog.neural.neat.PersistNEATPopulation

All Implemented Interfaces:

EncogPersistor

public class PersistNEATPopulation
extends Object
implements EncogPersistor

Persist a NEAT or HyperNEAT network. ----------------------------------------------------------------------------- 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

Field Summary

Fields

Modifier and Type	Field and Description
static String	TYPE_CPPN Type for the Compositional pattern-producing networks used by HyperNEAT.

Constructor Summary

Constructors

Constructor and Description
PersistNEATPopulation()

Method Summary

Methods

Modifier and Type	Method and Description
int	getFileVersion()
String	getPersistClassString()
static String	neuronTypeToString(NEATNeuronType t) Convert a NEATNeuronType enum to a string.
Object	read(InputStream is) Read the object from an input stream.
void	save(OutputStream os, Object obj) Save the object.
static NEATNeuronType	stringToNeuronType(String t)

Methods inherited from class java.lang.Object

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

Field Detail

TYPE_CPPN

public static final String TYPE_CPPN

Type for the Compositional pattern-producing networks used by HyperNEAT.

See Also:

Constant Field Values

Constructor Detail

PersistNEATPopulation

public PersistNEATPopulation()

Method Detail

neuronTypeToString

public static String neuronTypeToString(NEATNeuronType t)

Convert a NEATNeuronType enum to a string.

Parameters:

t - The type.

Returns:

The string type.

stringToNeuronType

public static NEATNeuronType stringToNeuronType(String t)

getFileVersion

public int getFileVersion()

Specified by:

getFileVersion in interface EncogPersistor

Returns:

Get the file version used by this persistor.

getPersistClassString

public String getPersistClassString()

Specified by:

getPersistClassString in interface EncogPersistor

Returns:

Get the class string for the object.

read

public Object read(InputStream is)

Description copied from interface: EncogPersistor

Read the object from an input stream.

Specified by:

read in interface EncogPersistor

Parameters:

is - The input stream.

Returns:

The object.

save

public void save(OutputStream os,
        Object obj)

Description copied from interface: EncogPersistor

Save the object.

Specified by:

save in interface EncogPersistor

Parameters:

os - The output stream to save to.

obj - The object to save.