/*
* Copyright 2007-2013
* Licensed under GNU Lesser General Public License
*
* This file is part of EpochX: genetic programming software for research
*
* EpochX is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* EpochX is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with EpochX. If not, see <http://www.gnu.org/licenses/>.
*
* The latest version is available from: http://www.epochx.org
*/
package org.epochx.epox.math;
import org.epochx.epox.Node;
import org.epochx.tools.*;
/**
* The CoefficientPowerFunction is equivalent to a <code>PowerFunction</code>
* combined with a <code>MultiplyFunction</code>. It allows a succinct way of
* representing a variable with an exponent and a coefficient.
*
* An example:
* 3x^2, which is equivalent to 3*(x^2)
* CVP 3 x 2, which is equivalent to MUL(POW x 2)
*
* @since 2.0
*/
public class CoefficientPower extends Node {
public static final String IDENTIFIER = "CVP";
/**
* Constructs a CoefficientPowerFunction with three <code>null</code>
* children.
*/
public CoefficientPower() {
this(null, null, null);
}
/**
* Constructs a CoefficientPowerFunction with three numerical child nodes.
*
* @param coefficient will be multiplied by the result of the term raised to
* the exponent.
* @param term will be raised to the power of the exponent and multiplied by
* the coefficient.
* @param exponent the power the term will be raised to.
*/
public CoefficientPower(Node coefficient, Node term, Node exponent) {
super(coefficient, term, exponent);
}
/**
* Evaluates this function. The child nodes are evaluated, the
* result of which must be a numeric type (one of Double, Float, Long,
* Integer). The result becomes the second child's value raised to the
* power of the third, then multiplied by the first. The result is returned
* as a double.
*
* @return the result of performing the coefficient power function on its
* children's values
*/
@Override
public Double evaluate() {
Object c1 = getChild(0).evaluate();
Object c2 = getChild(1).evaluate();
Object c3 = getChild(2).evaluate();
Class<?> returnType = DataTypeUtils.widestNumberType(c1.getClass(), c2.getClass(), c3.getClass());
if (returnType != null) {
double d1 = NumericUtils.asDouble(getChild(0).evaluate());
double d2 = NumericUtils.asDouble(getChild(1).evaluate());
double d3 = NumericUtils.asDouble(getChild(2).evaluate());
return d1 * (Math.pow(d2, d3));
}
return null;
}
/**
* Returns the identifier of this function which is CVP
*
* @return this node's identifier
*/
@Override
public String getIdentifier() {
return IDENTIFIER;
}
/**
* Returns this function node's return type for the given child input types.
* If there are three input types that are all numeric then the return type
* will be Double. In all other cases this method will return
* <code>null</code> to indicate that the inputs are invalid.
*
* @return the Double class or null if the input type is invalid.
*/
@Override
public Class<?> dataType(Class<?> ... inputTypes) {
if (inputTypes.length == 3 && DataTypeUtils.isAllNumericType(inputTypes)) {
return Double.class;
} else {
return null;
}
}
}