org.shapelogic.machinelearning
Class FFNeuralNetworkTest

java.lang.Object
  junit.framework.Assert
      junit.framework.TestCase
          org.shapelogic.machinelearning.FFNeuralNetworkTest

All Implemented Interfaces:

junit.framework.Test

public class FFNeuralNetworkTest
extends junit.framework.TestCase

Test of Feed Forward Neural Network with external training.
The bias is considered the zeroth element of the synaptic weight.

Author:

Sami Badawi

Field Summary

static double[][]	WEIGHTS_FOR_AND Logic And as a neural network.
static double[][]	WEIGHTS_FOR_NOT Logic Not as a neural network.
static double[][]	WEIGHTS_FOR_OR Logic Or as a neural network.
static double[][]	WEIGHTS_FOR_OR_MULTI_LAYER Logic Or as a neural network.
static double[][]	WEIGHTS_FOR_XOR Weights found using the Joone Neural Networks.
static double[][]	WEIGHTS_IDENTITY_1_1 Logic Identity as a neural network.

Constructor Summary

FFNeuralNetworkTest()

Method Summary

static void	assertNNFalse(double input)
static void	assertNNTrue(double input)
static org.shapelogic.machinelearning.FFNeuralNetwork	makeORNNMultiLayeredFlawed()
void	testAndNeuralNetwork00()
void	testAndNeuralNetwork01()
void	testAndNeuralNetwork10()
void	testAndNeuralNetwork11()
void	testConstructor()
void	testNotNeuralNetwork0()
void	testNotNeuralNetwork1()
void	testOrMultiLayeredNeuralNetwork00()
void	testOrMultiLayeredNeuralNetwork01()
void	testOrMultiLayeredNeuralNetwork10()
void	testOrMultiLayeredNeuralNetwork11()
void	testOrNeuralNetwork00()
void	testOrNeuralNetwork01()
void	testOrNeuralNetwork10()
void	testOrNeuralNetwork11()
void	testSigmoidFunction()
void	testXORNeuralNetwork00()
void	testXORNeuralNetwork01()
void	testXORNeuralNetwork10()
void	testXORNeuralNetwork11()

Methods inherited from class junit.framework.TestCase

countTestCases, createResult, getName, run, run, runBare, runTest, setName, setUp, tearDown, toString

Methods inherited from class junit.framework.Assert

assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertEquals, assertFalse, assertFalse, assertNotNull, assertNotNull, assertNotSame, assertNotSame, assertNull, assertNull, assertSame, assertSame, assertTrue, assertTrue, fail, fail

Methods inherited from class java.lang.Object

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

Field Detail

WEIGHTS_FOR_XOR

public static final double[][] WEIGHTS_FOR_XOR

Weights found using the Joone Neural Networks.

WEIGHTS_FOR_AND

public static final double[][] WEIGHTS_FOR_AND

Logic And as a neural network.

WEIGHTS_FOR_OR

public static final double[][] WEIGHTS_FOR_OR

Logic Or as a neural network.

WEIGHTS_FOR_NOT

public static final double[][] WEIGHTS_FOR_NOT

Logic Not as a neural network.

WEIGHTS_IDENTITY_1_1

public static final double[][] WEIGHTS_IDENTITY_1_1

Logic Identity as a neural network.

WEIGHTS_FOR_OR_MULTI_LAYER

public static final double[][] WEIGHTS_FOR_OR_MULTI_LAYER

Logic Or as a neural network.

Constructor Detail

FFNeuralNetworkTest

public FFNeuralNetworkTest()

Method Detail

testConstructor

public void testConstructor()

makeORNNMultiLayeredFlawed

public static org.shapelogic.machinelearning.FFNeuralNetwork makeORNNMultiLayeredFlawed()

testXORNeuralNetwork00

public void testXORNeuralNetwork00()

testXORNeuralNetwork01

public void testXORNeuralNetwork01()

testXORNeuralNetwork10

public void testXORNeuralNetwork10()

testXORNeuralNetwork11

public void testXORNeuralNetwork11()

testAndNeuralNetwork00

public void testAndNeuralNetwork00()

testAndNeuralNetwork01

public void testAndNeuralNetwork01()

testAndNeuralNetwork10

public void testAndNeuralNetwork10()

testAndNeuralNetwork11

public void testAndNeuralNetwork11()

testOrNeuralNetwork00

public void testOrNeuralNetwork00()

testOrNeuralNetwork01

public void testOrNeuralNetwork01()

testOrNeuralNetwork10

public void testOrNeuralNetwork10()

testOrNeuralNetwork11

public void testOrNeuralNetwork11()

testOrMultiLayeredNeuralNetwork00

public void testOrMultiLayeredNeuralNetwork00()

testOrMultiLayeredNeuralNetwork01

public void testOrMultiLayeredNeuralNetwork01()

testOrMultiLayeredNeuralNetwork10

public void testOrMultiLayeredNeuralNetwork10()

testOrMultiLayeredNeuralNetwork11

public void testOrMultiLayeredNeuralNetwork11()

testNotNeuralNetwork0

public void testNotNeuralNetwork0()

testNotNeuralNetwork1

public void testNotNeuralNetwork1()

testSigmoidFunction

public void testSigmoidFunction()

assertNNTrue

public static void assertNNTrue(double input)

assertNNFalse

public static void assertNNFalse(double input)