Java tutorial
/* * 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.random; import java.io.Serializable; import org.apache.commons.math3.exception.NotStrictlyPositiveException; import org.apache.commons.math3.util.FastMath; /** Base class for random number generators that generates bits streams. * * @version $Id: BitsStreamGenerator.java 1428822 2013-01-04 12:28:44Z erans $ * @since 2.0 */ public abstract class BitsStreamGenerator implements RandomGenerator, Serializable { /** Serializable version identifier */ private static final long serialVersionUID = 20130104L; /** Next gaussian. */ private double nextGaussian; /** * Creates a new random number generator. */ public BitsStreamGenerator() { nextGaussian = Double.NaN; } /** {@inheritDoc} */ public abstract void setSeed(int seed); /** {@inheritDoc} */ public abstract void setSeed(int[] seed); /** {@inheritDoc} */ public abstract void setSeed(long seed); /** Generate next pseudorandom number. * <p>This method is the core generation algorithm. It is used by all the * public generation methods for the various primitive types {@link * #nextBoolean()}, {@link #nextBytes(byte[])}, {@link #nextDouble()}, * {@link #nextFloat()}, {@link #nextGaussian()}, {@link #nextInt()}, * {@link #next(int)} and {@link #nextLong()}.</p> * @param bits number of random bits to produce * @return random bits generated */ protected abstract int next(int bits); /** {@inheritDoc} */ public boolean nextBoolean() { return next(1) != 0; } /** {@inheritDoc} */ public void nextBytes(byte[] bytes) { int i = 0; final int iEnd = bytes.length - 3; while (i < iEnd) { final int random = next(32); bytes[i] = (byte) (random & 0xff); bytes[i + 1] = (byte) ((random >> 8) & 0xff); bytes[i + 2] = (byte) ((random >> 16) & 0xff); bytes[i + 3] = (byte) ((random >> 24) & 0xff); i += 4; } int random = next(32); while (i < bytes.length) { bytes[i++] = (byte) (random & 0xff); random = random >> 8; } } /** {@inheritDoc} */ public double nextDouble() { final long high = ((long) next(26)) << 26; final int low = next(26); return (high | low) * 0x1.0p-52d; } /** {@inheritDoc} */ public float nextFloat() { return next(23) * 0x1.0p-23f; } /** {@inheritDoc} */ public double nextGaussian() { final double random; if (Double.isNaN(nextGaussian)) { // generate a new pair of gaussian numbers final double x = nextDouble(); final double y = nextDouble(); final double alpha = 2 * FastMath.PI * x; final double r = FastMath.sqrt(-2 * FastMath.log(y)); random = r * FastMath.cos(alpha); nextGaussian = r * FastMath.sin(alpha); } else { // use the second element of the pair already generated random = nextGaussian; nextGaussian = Double.NaN; } return random; } /** {@inheritDoc} */ public int nextInt() { return next(32); } /** * {@inheritDoc} * <p>This default implementation is copied from Apache Harmony * java.util.Random (r929253).</p> * * <p>Implementation notes: <ul> * <li>If n is a power of 2, this method returns * {@code (int) ((n * (long) next(31)) >> 31)}.</li> * * <li>If n is not a power of 2, what is returned is {@code next(31) % n} * with {@code next(31)} values rejected (i.e. regenerated) until a * value that is larger than the remainder of {@code Integer.MAX_VALUE / n} * is generated. Rejection of this initial segment is necessary to ensure * a uniform distribution.</li></ul></p> */ public int nextInt(int n) throws IllegalArgumentException { if (n > 0) { if ((n & -n) == n) { return (int) ((n * (long) next(31)) >> 31); } int bits; int val; do { bits = next(31); val = bits % n; } while (bits - val + (n - 1) < 0); return val; } throw new NotStrictlyPositiveException(n); } /** {@inheritDoc} */ public long nextLong() { final long high = ((long) next(32)) << 32; final long low = ((long) next(32)) & 0xffffffffL; return high | low; } /** * Clears the cache used by the default implementation of * {@link #nextGaussian}. */ public void clear() { nextGaussian = Double.NaN; } }