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+/*
+ * 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.integration;
+
+import org.apache.commons.math3.exception.MathIllegalArgumentException;
+import org.apache.commons.math3.exception.MaxCountExceededException;
+import org.apache.commons.math3.exception.NotStrictlyPositiveException;
+import org.apache.commons.math3.exception.NumberIsTooLargeException;
+import org.apache.commons.math3.exception.NumberIsTooSmallException;
+import org.apache.commons.math3.exception.TooManyEvaluationsException;
+import org.apache.commons.math3.util.FastMath;
+
+/**
+ * Implements the <a href="http://mathworld.wolfram.com/TrapezoidalRule.html">
+ * Trapezoid Rule</a> for integration of real univariate functions. For
+ * reference, see <b>Introduction to Numerical Analysis</b>, ISBN 038795452X,
+ * chapter 3.
+ * <p>
+ * The function should be integrable.</p>
+ *
+ * @since 1.2
+ */
+public class TrapezoidIntegrator extends BaseAbstractUnivariateIntegrator {
+
+ /** Maximum number of iterations for trapezoid. */
+ public static final int TRAPEZOID_MAX_ITERATIONS_COUNT = 64;
+
+ /** Intermediate result. */
+ private double s;
+
+ /**
+ * Build a trapezoid integrator with given accuracies and iterations counts.
+ * @param relativeAccuracy relative accuracy of the result
+ * @param absoluteAccuracy absolute accuracy of the result
+ * @param minimalIterationCount minimum number of iterations
+ * @param maximalIterationCount maximum number of iterations
+ * (must be less than or equal to {@link #TRAPEZOID_MAX_ITERATIONS_COUNT}
+ * @exception NotStrictlyPositiveException if minimal number of iterations
+ * is not strictly positive
+ * @exception NumberIsTooSmallException if maximal number of iterations
+ * is lesser than or equal to the minimal number of iterations
+ * @exception NumberIsTooLargeException if maximal number of iterations
+ * is greater than {@link #TRAPEZOID_MAX_ITERATIONS_COUNT}
+ */
+ public TrapezoidIntegrator(final double relativeAccuracy,
+ final double absoluteAccuracy,
+ final int minimalIterationCount,
+ final int maximalIterationCount)
+ throws NotStrictlyPositiveException, NumberIsTooSmallException, NumberIsTooLargeException {
+ super(relativeAccuracy, absoluteAccuracy, minimalIterationCount, maximalIterationCount);
+ if (maximalIterationCount > TRAPEZOID_MAX_ITERATIONS_COUNT) {
+ throw new NumberIsTooLargeException(maximalIterationCount,
+ TRAPEZOID_MAX_ITERATIONS_COUNT, false);
+ }
+ }
+
+ /**
+ * Build a trapezoid integrator with given iteration counts.
+ * @param minimalIterationCount minimum number of iterations
+ * @param maximalIterationCount maximum number of iterations
+ * (must be less than or equal to {@link #TRAPEZOID_MAX_ITERATIONS_COUNT}
+ * @exception NotStrictlyPositiveException if minimal number of iterations
+ * is not strictly positive
+ * @exception NumberIsTooSmallException if maximal number of iterations
+ * is lesser than or equal to the minimal number of iterations
+ * @exception NumberIsTooLargeException if maximal number of iterations
+ * is greater than {@link #TRAPEZOID_MAX_ITERATIONS_COUNT}
+ */
+ public TrapezoidIntegrator(final int minimalIterationCount,
+ final int maximalIterationCount)
+ throws NotStrictlyPositiveException, NumberIsTooSmallException, NumberIsTooLargeException {
+ super(minimalIterationCount, maximalIterationCount);
+ if (maximalIterationCount > TRAPEZOID_MAX_ITERATIONS_COUNT) {
+ throw new NumberIsTooLargeException(maximalIterationCount,
+ TRAPEZOID_MAX_ITERATIONS_COUNT, false);
+ }
+ }
+
+ /**
+ * Construct a trapezoid integrator with default settings.
+ * (max iteration count set to {@link #TRAPEZOID_MAX_ITERATIONS_COUNT})
+ */
+ public TrapezoidIntegrator() {
+ super(DEFAULT_MIN_ITERATIONS_COUNT, TRAPEZOID_MAX_ITERATIONS_COUNT);
+ }
+
+ /**
+ * Compute the n-th stage integral of trapezoid rule. This function
+ * should only be called by API <code>integrate()</code> in the package.
+ * To save time it does not verify arguments - caller does.
+ * <p>
+ * The interval is divided equally into 2^n sections rather than an
+ * arbitrary m sections because this configuration can best utilize the
+ * already computed values.</p>
+ *
+ * @param baseIntegrator integrator holding integration parameters
+ * @param n the stage of 1/2 refinement, n = 0 is no refinement
+ * @return the value of n-th stage integral
+ * @throws TooManyEvaluationsException if the maximal number of evaluations
+ * is exceeded.
+ */
+ double stage(final BaseAbstractUnivariateIntegrator baseIntegrator, final int n)
+ throws TooManyEvaluationsException {
+
+ if (n == 0) {
+ final double max = baseIntegrator.getMax();
+ final double min = baseIntegrator.getMin();
+ s = 0.5 * (max - min) *
+ (baseIntegrator.computeObjectiveValue(min) +
+ baseIntegrator.computeObjectiveValue(max));
+ return s;
+ } else {
+ final long np = 1L << (n-1); // number of new points in this stage
+ double sum = 0;
+ final double max = baseIntegrator.getMax();
+ final double min = baseIntegrator.getMin();
+ // spacing between adjacent new points
+ final double spacing = (max - min) / np;
+ double x = min + 0.5 * spacing; // the first new point
+ for (long i = 0; i < np; i++) {
+ sum += baseIntegrator.computeObjectiveValue(x);
+ x += spacing;
+ }
+ // add the new sum to previously calculated result
+ s = 0.5 * (s + sum * spacing);
+ return s;
+ }
+ }
+
+ /** {@inheritDoc} */
+ @Override
+ protected double doIntegrate()
+ throws MathIllegalArgumentException, TooManyEvaluationsException, MaxCountExceededException {
+
+ double oldt = stage(this, 0);
+ incrementCount();
+ while (true) {
+ final int i = getIterations();
+ final double t = stage(this, i);
+ if (i >= getMinimalIterationCount()) {
+ final double delta = FastMath.abs(t - oldt);
+ final double rLimit =
+ getRelativeAccuracy() * (FastMath.abs(oldt) + FastMath.abs(t)) * 0.5;
+ if ((delta <= rLimit) || (delta <= getAbsoluteAccuracy())) {
+ return t;
+ }
+ }
+ oldt = t;
+ incrementCount();
+ }
+
+ }
+
+}