org.ai_heuristic.algo.cluster.som.network

Interface NetworkModel

All Known Implementing Classes:

DefaultNetwork

public interface NetworkModel

Updated version of the source code for the kohonen self-organising map at http://jknnl.sourceforge.net/ Some classes or packages may have been moved or changed. See above for the copyright notices.

Author:

Kieran Greer.

Method Summary

Modifier and Type	Method and Description
int	bestNeuronIndex(double[] inputVector) Get the index of the best matching neuron for the input vector.
NeuronModel	getNeuron(int neuronNumber) Return neuron with specified number
int	getNumbersOfNeurons() Return numbers of neurons
TopologyModel	getTopology() Return topology
void	setTopology(TopologyModel topology) Set topology model

Method Detail

bestNeuronIndex

int bestNeuronIndex(double[] inputVector)
             throws java.lang.Exception

Get the index of the best matching neuron for the input vector.

Parameters:

inputVector - an input dataset vector.

Returns:

the neuron with the best resulting value.

Throws:

java.lang.Exception - any error.

getNeuron

NeuronModel getNeuron(int neuronNumber)

Return neuron with specified number

Parameters:

neuronNumber - neuron number

Returns:

neuron

getNumbersOfNeurons

int getNumbersOfNeurons()

Return numbers of neurons

Returns:

number of neuron

getTopology

TopologyModel getTopology()

Return topology

Returns:

topology model

See Also:

TopologyModel

setTopology

void setTopology(TopologyModel topology)

Set topology model

Parameters:

topology - topology