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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.math.optimization;
+
+import org.apache.commons.math.util.FastMath;
+import org.apache.commons.math.util.MathUtils;
+
+/**
+ * Simple implementation of the {@link VectorialConvergenceChecker} interface using
+ * only objective function values.
+ * <p>
+ * Convergence is considered to have been reached if either the relative
+ * difference between the objective function values is smaller than a
+ * threshold or if either the absolute difference between the objective
+ * function values is smaller than another threshold for all vectors elements.
+ * </p>
+ * @version $Revision: 990655 $ $Date: 2010-08-29 23:49:40 +0200 (dim. 29 août 2010) $
+ * @since 2.0
+ */
+public class SimpleVectorialValueChecker implements VectorialConvergenceChecker {
+
+ /** Default relative threshold. */
+ private static final double DEFAULT_RELATIVE_THRESHOLD = 100 * MathUtils.EPSILON;
+
+ /** Default absolute threshold. */
+ private static final double DEFAULT_ABSOLUTE_THRESHOLD = 100 * MathUtils.SAFE_MIN;
+
+ /** Relative tolerance threshold. */
+ private final double relativeThreshold;
+
+ /** Absolute tolerance threshold. */
+ private final double absoluteThreshold;
+
+ /** Build an instance with default threshold.
+ */
+ public SimpleVectorialValueChecker() {
+ this.relativeThreshold = DEFAULT_RELATIVE_THRESHOLD;
+ this.absoluteThreshold = DEFAULT_ABSOLUTE_THRESHOLD;
+ }
+
+ /** Build an instance with a specified threshold.
+ * <p>
+ * In order to perform only relative checks, the absolute tolerance
+ * must be set to a negative value. In order to perform only absolute
+ * checks, the relative tolerance must be set to a negative value.
+ * </p>
+ * @param relativeThreshold relative tolerance threshold
+ * @param absoluteThreshold absolute tolerance threshold
+ */
+ public SimpleVectorialValueChecker(final double relativeThreshold,
+ final double absoluteThreshold) {
+ this.relativeThreshold = relativeThreshold;
+ this.absoluteThreshold = absoluteThreshold;
+ }
+
+ /** {@inheritDoc} */
+ public boolean converged(final int iteration,
+ final VectorialPointValuePair previous,
+ final VectorialPointValuePair current) {
+ final double[] p = previous.getValueRef();
+ final double[] c = current.getValueRef();
+ for (int i = 0; i < p.length; ++i) {
+ final double pi = p[i];
+ final double ci = c[i];
+ final double difference = FastMath.abs(pi - ci);
+ final double size = FastMath.max(FastMath.abs(pi), FastMath.abs(ci));
+ if ((difference > (size * relativeThreshold)) &&
+ (difference > absoluteThreshold)) {
+ return false;
+ }
+ }
+ return true;
+ }
+
+}