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QuickStart Samples

Random Number Generators QuickStart Sample (F#)

Illustrates how to use specialized random number generator classes in the Extreme.Statistics.Random namespace in F#.

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// Illustrates the use of the classes that implement
// pseudo-random number generators.

open System

open Extreme.Mathematics
open Extreme.Mathematics.Random

// This QuickStart Sample gives an overview of the pseudo-random
// number generators that provide an alternative for the
// System.Random class..

// ExtendedRandom class

// The ExtendedRandom class simply extends the functionality
// of the System.Random class:
let extended = ExtendedRandom()
let intValues = Array.zeroCreate<int>(100)
let doubleValues = Array.zeroCreate<float>(100)

// The fill method fills an array of integers with random numbers
printfn "integer(99) = %d" intValues.[99]

// Or, it can generate uniform real values:
printfn "double(99) = %A" doubleValues.[99]

// All random number generators can also produce variates 
// from any user-specified probability distribution.
// The NonUniformRandomNumbers sample illustrates 
// how to do this.

// RANLUX Generators

// The RANLUX generators are available with three different 
// 'luxury levels.' Each level produces random numbers of 
// increasing quality at a performance cost.
// There are four constructors. The first constructor uses the
// default seed and the default (lowest) luxury level:
let ranLux1 = RanLux()

// We can specify a seed value as well:
let ranLux2 = RanLux(99)

// We can specify the luxury level in the constructor:
let ranLux3 = RanLux(RanLuxLuxuryLevel.Better)

// Finally, we can specify both a seed and the luxury level:
let ranLux4 = RanLux(99, RanLuxLuxuryLevel.Best)

// All methods of System.Random and ExtendedRandom are available:
printfn "Integer from RanLux(Best): %d" (ranLux3.Next(100))

// Generalized Feedback Shift Register Generator

// This generator is implemented by the GfsrGenerator class.
// It has three constructors. A default constructor that uses
// a default seed value:
let gfsr1 = GfsrGenerator()

// A constructor that takes a single integer seed:
let gfsr2 = GfsrGenerator(99)

// And a constructor that takes an array of integers
// as its seed. The maximum size of this seed array
// is 2^14-1 = 16383.
let gfsr3 = GfsrGenerator([| 99; 17; Int32.MaxValue |])

// Once again, all standard methods are available.
printfn "Float from GFSR: %A" (gfsr2.NextDouble())

// Mersenne Twister

// The Mersenne Twister is a variation on the GFSR generator and,
// not surprisingly, also has three constructors:
let mersenne1 = MersenneTwister()
let mersenne2 = MersenneTwister(99)
let mersenne3 = MersenneTwister([| 99; 17; Int32.MaxValue |])

Console.Write "Press any key to exit."
Console.ReadLine() |> ignore