source: stable/HeuristicLab.ExtLibs/HeuristicLab.SimSharp/3.1.1/SimSharp-3.1.1/Random/Pcg.cs @ 17181

// MIT License
// 
// Copyright (c) 2016 Bismur Studios Ltd.
// Copyright (c) 2016 Ioannis Giagkiozis
//
// This file is part of PCGSharp.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy of this software 
// and associated documentation files (the "Software"), to deal in the Software without restriction, 
// including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, 
// and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, 
// subject to the following conditions:
//
//  The above copyright notice and this permission notice shall be included in all copies or substantial 
//  portions of the Software.
//
//  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT 
//  LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN 
//  NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, 
//  WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE 
//  SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
//
// This file is based on PCG, the original has the following license: 
/*
 * PCG Random Number Generation for C.
 *
 * Copyright 2014 Melissa O'Neill <oneill@pcg-random.org>
 *
 * Licensed 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.
 *
 * For additional information about the PCG random number generation scheme,
 * including its license and other licensing options, visit
 *
 *       http://www.pcg-random.org
 */

using System;

// Note, you will see that API is duplicated in PCG and PCGExtended, this is not by accident or 
// neglect. It would be "cleaner" to have a base class and just implement the core of the generator
// in derived classes, however, this has a performance cost which for random number generators, in my
// view, is too high. That said, there is still some room for performance optimisation.

namespace SimSharp {

  /// <summary>
  /// PCG (Permuted Congruential Generator) is a C# port from C the base PCG generator
  /// presented in "PCG: A Family of Simple Fast Space-Efficient Statistically Good
  /// Algorithms for Random Number Generation" by Melissa E. O'Neill. The code follows closely the one 
  /// made available by O'Neill at her site: http://www.pcg-random.org/download.html
  /// To understand how exactly this generator works read this:
  /// http://www.pcg-random.org/pdf/toms-oneill-pcg-family-v1.02.pdf 
  /// </summary>
  internal class Pcg {

    ulong _state;
    // This shifted to the left and or'ed with 1ul results in the default increment.
    const ulong ShiftedIncrement = 721347520444481703ul;
    ulong _increment = 1442695040888963407ul;
    const ulong Multiplier = 6364136223846793005ul;
    const double ToDouble01 = 1.0 / 4294967296.0;
    
    public int Next() {
      uint result = NextUInt();
      return (int)(result >> 1);
    }

    public int Next(int maxExclusive) {
      if (maxExclusive <= 0)
        throw new ArgumentException("Max Exclusive must be positive");

      uint uMaxExclusive = (uint)(maxExclusive);
      uint threshold = (uint)(-uMaxExclusive) % uMaxExclusive;

      while (true) {
        uint result = NextUInt();
        if (result >= threshold)
          return (int)(result % uMaxExclusive);
      }
    }

    public int Next(int minInclusive, int maxExclusive) {
      if (maxExclusive <= minInclusive)
        throw new ArgumentException("MaxExclusive must be larger than MinInclusive");

      uint uMaxExclusive = unchecked((uint)(maxExclusive - minInclusive));
      uint threshold = (uint)(-uMaxExclusive) % uMaxExclusive;

      while (true) {
        uint result = NextUInt();
        if (result >= threshold)
          return (int)(unchecked((result % uMaxExclusive) + minInclusive));
      }
    }

    public int[] NextInts(int count) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new int[count];
      for (var i = 0; i < count; i++) {
        resultA[i] = Next();
      }
      return resultA;
    }

    public int[] NextInts(int count, int maxExclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new int[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = Next(maxExclusive);
      }
      return resultA;
    }

    public int[] NextInts(int count, int minInclusive, int maxExclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new int[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = Next(minInclusive, maxExclusive);
      }
      return resultA;
    }

    public uint NextUInt() {
      ulong oldState = _state;
      _state = unchecked(oldState * Multiplier + _increment);
      uint xorShifted = (uint)(((oldState >> 18) ^ oldState) >> 27);
      int rot = (int)(oldState >> 59);
      uint result = (xorShifted >> rot) | (xorShifted << ((-rot) & 31));
      return result;
    }

    public uint NextUInt(uint maxExclusive) {
      uint threshold = (uint)(-maxExclusive) % maxExclusive;

      while (true) {
        uint result = NextUInt();
        if (result >= threshold)
          return result % maxExclusive;
      }
    }

    public uint NextUInt(uint minInclusive, uint maxExclusive) {
      if (maxExclusive <= minInclusive)
        throw new ArgumentException();

      uint diff = (maxExclusive - minInclusive);
      uint threshold = (uint)(-diff) % diff;

      while (true) {
        uint result = NextUInt();
        if (result >= threshold)
          return (result % diff) + minInclusive;
      }
    }

    public uint[] NextUInts(int count) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new uint[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextUInt();
      }
      return resultA;
    }

    public uint[] NextUInts(int count, uint maxExclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new uint[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextUInt(maxExclusive);
      }
      return resultA;
    }

    public uint[] NextUInts(int count, uint minInclusive, uint maxExclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new uint[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextUInt(minInclusive, maxExclusive);
      }
      return resultA;
    }

    public float NextFloat() {
      return (float)(NextUInt() * ToDouble01);
    }

    public float NextFloat(float maxInclusive) {
      if (maxInclusive <= 0)
        throw new ArgumentException("MaxInclusive must be larger than 0");

      return (float)(NextUInt() * ToDouble01) * maxInclusive;
    }

    public float NextFloat(float minInclusive, float maxInclusive) {
      if (maxInclusive < minInclusive)
        throw new ArgumentException("Max must be larger than min");

      return (float)(NextUInt() * ToDouble01) * (maxInclusive - minInclusive) + minInclusive;
    }

    public float[] NextFloats(int count) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new float[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextFloat();
      }
      return resultA;
    }

    public float[] NextFloats(int count, float maxInclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new float[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextFloat(maxInclusive);
      }
      return resultA;
    }

    public float[] NextFloats(int count, float minInclusive, float maxInclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new float[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextFloat(minInclusive, maxInclusive);
      }
      return resultA;
    }

    public double NextDouble() {
      return NextUInt() * ToDouble01;
    }

    public double NextDouble(double maxInclusive) {
      if (maxInclusive <= 0)
        throw new ArgumentException("Max must be larger than 0");

      return NextUInt() * ToDouble01 * maxInclusive;
    }

    public double NextDouble(double minInclusive, double maxInclusive) {
      if (maxInclusive < minInclusive)
        throw new ArgumentException("Max must be larger than min");

      return NextUInt() * ToDouble01 * (maxInclusive - minInclusive) + minInclusive;
    }

    public double[] NextDoubles(int count) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new double[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextDouble();
      }
      return resultA;
    }

    public double[] NextDoubles(int count, double maxInclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new double[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextDouble(maxInclusive);
      }
      return resultA;
    }

    public double[] NextDoubles(int count, double minInclusive, double maxInclusive) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new double[count];
      for (int i = 0; i < count; i++) {
        resultA[i] = NextDouble(minInclusive, maxInclusive);
      }
      return resultA;
    }

    public byte NextByte() {
      var result = NextUInt();
      return (byte)(result % 256);
    }

    public byte[] NextBytes(int count) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new byte[count];
      for (var i = 0; i < count; i++) {
        resultA[i] = NextByte();
      }
      return resultA;
    }

    public bool NextBool() {
      var result = NextUInt();
      return result % 2 == 1;
    }

    public bool[] NextBools(int count) {
      if (count <= 0)
        throw new ArgumentException("Zero count");

      var resultA = new bool[count];
      for (var i = 0; i < count; i++) {
        resultA[i] = NextBool();
      }
      return resultA;
    }

    public int PeriodPow2() {
      return 64;
    }

    public void SetStream(int sequence) {
      SetStream((ulong)sequence);
    }

    public void SetStream(ulong sequence) {
      _increment = (sequence << 1) | 1;
    }

    public ulong CurrentStream() {
      return _increment >> 1;
    }

    public Pcg() : this(PcgSeed.GuidBasedSeed()) {
    }

    public Pcg(int seed) : this((ulong)seed) {
    }

    public Pcg(int seed, int sequence) : this((ulong)seed, (ulong)sequence) {
    }

    public Pcg(ulong seed, ulong sequence = ShiftedIncrement) {
      Initialize(seed, sequence);
    }

    void Initialize(ulong seed, ulong initseq) {
      _state = 0ul;
      SetStream(initseq);
      NextUInt();
      _state += seed;
      NextUInt();
    }

  }

// MIT License
// 
// Copyright (c) 2016 Bismur Studios Ltd.
// Copyright (c) 2016 Ioannis Giagkiozis
//
// This file is part of PCGSharp.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy of this software 
// and associated documentation files (the "Software"), to deal in the Software without restriction, 
// including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, 
// and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, 
// subject to the following conditions:
//
//  The above copyright notice and this permission notice shall be included in all copies or substantial 
//  portions of the Software.
//
//  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT 
//  LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN 
//  NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, 
//  WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE 
//  SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
//

  internal static class PcgSeed {

    /// <summary>
    /// Provides a time-dependent seed value, matching the default behavior of System.Random.
    /// </summary>
    public static ulong TimeBasedSeed() {
      return (ulong)(System.Environment.TickCount);
    }

    /// <summary>
    /// Provides a seed based on time and unique GUIDs.
    /// </summary>
    public static ulong GuidBasedSeed() {
      ulong upper = (ulong)(System.Environment.TickCount ^ Guid.NewGuid().GetHashCode()) << 32;
      ulong lower = (ulong)(System.Environment.TickCount ^ Guid.NewGuid().GetHashCode());
      return (upper | lower);
    }

  }
}