TestActivationLinear.java

/*
 * Encog(tm) Core v3.4 - Java Version
 * http://www.heatonresearch.com/encog/
 * https://github.com/encog/encog-java-core
 
 * Copyright 2008-2016 Heaton Research, Inc.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
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package org.encog.neural.activation;

import junit.framework.TestCase;

import org.encog.engine.network.activation.ActivationLinear;
import org.junit.Assert;
import org.junit.Test;

public class TestActivationLinear extends TestCase {
	@Test
	public void testLinear() throws Throwable
	{
		ActivationLinear activation = new ActivationLinear();
		Assert.assertTrue(activation.hasDerivative());
		
		ActivationLinear clone = (ActivationLinear)activation.clone();
		Assert.assertNotNull(clone);
		
		double[] input = { 1,2,3 };
		
		activation.activationFunction(input,0,input.length);
		
		Assert.assertEquals(1.0,input[0],0.1);
		Assert.assertEquals(2.0,input[1],0.1);
		Assert.assertEquals(3.0,input[2],0.1);
		
		
		// test derivative, should throw an error
		input[0] = activation.derivativeFunction(input[0],input[0]);
		
	}
}