/*
* BoundsCheckedFunction.java
*
* Copyright (c) 2002-2015 Alexei Drummond, Andrew Rambaut and Marc Suchard
*
* This file is part of BEAST.
* See the NOTICE file distributed with this work for additional
* information regarding copyright ownership and licensing.
*
* BEAST 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 2
* of the License, or (at your option) any later version.
*
* BEAST 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 BEAST; if not, write to the
* Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
* Boston, MA 02110-1301 USA
*/
package dr.math;
/**
* returns a very large number instead of the function value
* if arguments are out of bound (useful for minimization with
* minimizers that don't check argument boundaries)
*
* @author Korbinian Strimmer
*/
public class BoundsCheckedFunction implements MultivariateFunction {
/**
* construct bound-checked multivariate function
* (a large number will be returned on function evaluation if argument
* is out of bounds; default is 1000000)
*
* @param func unconstrained multivariate function
*/
public BoundsCheckedFunction(MultivariateFunction func) {
this(func, 1000000);
}
/**
* construct constrained multivariate function
*
* @param func unconstrained multivariate function
* @param largeNumber value returned on function evaluation
* if argument is out of bounds
*/
public BoundsCheckedFunction(MultivariateFunction func, double largeNumber) {
f = func;
veryLarge = largeNumber;
}
/**
* computes function value, taking into account the constraints on the
* argument
*
* @param x function argument
* @return function value (if argument is not in the predefined constrained area
* a very large number is returned instead of the true function value)
*/
public double evaluate(double[] x) {
int len = f.getNumArguments();
for (int i = 0; i < len; i++) {
if (x[i] < f.getLowerBound(i) ||
x[i] > f.getUpperBound(i)) {
return veryLarge;
}
}
return f.evaluate(x);
}
public int getNumArguments() {
return f.getNumArguments();
}
public double getLowerBound(int n) {
return f.getLowerBound(n);
}
public double getUpperBound(int n) {
return f.getUpperBound(n);
}
//
// Private stuff
//
private MultivariateFunction f;
private double veryLarge;
}