/* * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You 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. */ package org.apache.commons.math3.analysis.solvers; import org.apache.commons.math3.analysis.DifferentiableUnivariateFunction; import org.apache.commons.math3.util.FastMath; import org.apache.commons.math3.exception.TooManyEvaluationsException; /** * Implements <a href="http://mathworld.wolfram.com/NewtonsMethod.html"> * Newton's Method</a> for finding zeros of real univariate functions. * <p> * The function should be continuous but not necessarily smooth.</p> * * @deprecated as of 3.1, replaced by {@link NewtonRaphsonSolver} */ @Deprecated public class NewtonSolver extends AbstractDifferentiableUnivariateSolver { /** Default absolute accuracy. */ private static final double DEFAULT_ABSOLUTE_ACCURACY = 1e-6; /** * Construct a solver. */ public NewtonSolver() { this(DEFAULT_ABSOLUTE_ACCURACY); } /** * Construct a solver. * * @param absoluteAccuracy Absolute accuracy. */ public NewtonSolver(double absoluteAccuracy) { super(absoluteAccuracy); } /** * Find a zero near the midpoint of {@code min} and {@code max}. * * @param f Function to solve. * @param min Lower bound for the interval. * @param max Upper bound for the interval. * @param maxEval Maximum number of evaluations. * @return the value where the function is zero. * @throws org.apache.commons.math3.exception.TooManyEvaluationsException * if the maximum evaluation count is exceeded. * @throws org.apache.commons.math3.exception.NumberIsTooLargeException * if {@code min >= max}. */ @Override public double solve(int maxEval, final DifferentiableUnivariateFunction f, final double min, final double max) throws TooManyEvaluationsException { return super.solve(maxEval, f, UnivariateSolverUtils.midpoint(min, max)); } /** * {@inheritDoc} */ @Override protected double doSolve() throws TooManyEvaluationsException { final double startValue = getStartValue(); final double absoluteAccuracy = getAbsoluteAccuracy(); double x0 = startValue; double x1; while (true) { x1 = x0 - (computeObjectiveValue(x0) / computeDerivativeObjectiveValue(x0)); if (FastMath.abs(x1 - x0) <= absoluteAccuracy) { return x1; } x0 = x1; } } }