moo-1.2: Genetic algorithm library

Safe HaskellNone
LanguageHaskell98

Moo.GeneticAlgorithm.Random

Contents

Description

Some extra facilities to work with Rand monad and PureMT random number generator.

Synopsis

Random numbers from given range

getRandomR :: Random a => (a, a) -> Rand a Source #

Yield a new randomly selected value of type a in the range (lo, hi). See randomR for details.

getRandom :: Random a => Rand a Source #

Yield a new randomly selected value of type a. See random for details.

Probability distributions

getNormal2 :: Rand (Double, Double) Source #

Yield two randomly selected values which follow standard normal distribution.

getNormal :: Rand Double Source #

Yield one randomly selected value from standard normal distribution.

Random samples and shuffles

randomSample :: Int -> [a] -> Rand [a] Source #

Take at most n random elements from the list. Preserve order.

randomSampleIndices :: Int -> Int -> Rand [Int] Source #

Select sampleSize numbers in the range from 0 to (populationSize-1). The function works best when sampleSize is much smaller than populationSize.

shuffle :: [a] -> Rand [a] Source #

Randomly reorder the list.

Building blocks

withProbability :: Double -> (a -> Rand a) -> a -> Rand a Source #

Modify value with probability p. Return the unchanged value with probability 1-p.

Re-exports from random number generator packages

runRand #

Arguments

:: Rand g a

generator-passing computation to execute

-> g

initial generator

-> (a, g)

return value and final generator

Unwrap a random monad computation as a function. (The inverse of liftRand.)

evalRand #

Arguments

:: Rand g a

generator-passing computation to execute

-> g

initial generator

-> a

return value of the random computation

Evaluate a random computation with the given initial generator and return the final value, discarding the final generator.

newPureMT :: IO PureMT #

Create a new PureMT generator, using the clocktime as the base for the seed.

liftRand #

Arguments

:: (g -> (a, g))

pure random transformer

-> Rand g a

equivalent generator-passing computation

Construct a random monad computation from a function. (The inverse of runRand.)

class Random a #

With a source of random number supply in hand, the Random class allows the programmer to extract random values of a variety of types.

Minimal complete definition: randomR and random.

Minimal complete definition

randomR, random

Instances
Random Bool 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Bool, Bool) -> g -> (Bool, g) #

random :: RandomGen g => g -> (Bool, g) #

randomRs :: RandomGen g => (Bool, Bool) -> g -> [Bool] #

randoms :: RandomGen g => g -> [Bool] #

randomRIO :: (Bool, Bool) -> IO Bool #

randomIO :: IO Bool #

Random Char 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Char, Char) -> g -> (Char, g) #

random :: RandomGen g => g -> (Char, g) #

randomRs :: RandomGen g => (Char, Char) -> g -> [Char] #

randoms :: RandomGen g => g -> [Char] #

randomRIO :: (Char, Char) -> IO Char #

randomIO :: IO Char #

Random Double 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Double, Double) -> g -> (Double, g) #

random :: RandomGen g => g -> (Double, g) #

randomRs :: RandomGen g => (Double, Double) -> g -> [Double] #

randoms :: RandomGen g => g -> [Double] #

randomRIO :: (Double, Double) -> IO Double #

randomIO :: IO Double #

Random Float 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Float, Float) -> g -> (Float, g) #

random :: RandomGen g => g -> (Float, g) #

randomRs :: RandomGen g => (Float, Float) -> g -> [Float] #

randoms :: RandomGen g => g -> [Float] #

randomRIO :: (Float, Float) -> IO Float #

randomIO :: IO Float #

Random Int 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Int, Int) -> g -> (Int, g) #

random :: RandomGen g => g -> (Int, g) #

randomRs :: RandomGen g => (Int, Int) -> g -> [Int] #

randoms :: RandomGen g => g -> [Int] #

randomRIO :: (Int, Int) -> IO Int #

randomIO :: IO Int #

Random Int8 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Int8, Int8) -> g -> (Int8, g) #

random :: RandomGen g => g -> (Int8, g) #

randomRs :: RandomGen g => (Int8, Int8) -> g -> [Int8] #

randoms :: RandomGen g => g -> [Int8] #

randomRIO :: (Int8, Int8) -> IO Int8 #

randomIO :: IO Int8 #

Random Int16 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Int16, Int16) -> g -> (Int16, g) #

random :: RandomGen g => g -> (Int16, g) #

randomRs :: RandomGen g => (Int16, Int16) -> g -> [Int16] #

randoms :: RandomGen g => g -> [Int16] #

randomRIO :: (Int16, Int16) -> IO Int16 #

randomIO :: IO Int16 #

Random Int32 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Int32, Int32) -> g -> (Int32, g) #

random :: RandomGen g => g -> (Int32, g) #

randomRs :: RandomGen g => (Int32, Int32) -> g -> [Int32] #

randoms :: RandomGen g => g -> [Int32] #

randomRIO :: (Int32, Int32) -> IO Int32 #

randomIO :: IO Int32 #

Random Int64 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Int64, Int64) -> g -> (Int64, g) #

random :: RandomGen g => g -> (Int64, g) #

randomRs :: RandomGen g => (Int64, Int64) -> g -> [Int64] #

randoms :: RandomGen g => g -> [Int64] #

randomRIO :: (Int64, Int64) -> IO Int64 #

randomIO :: IO Int64 #

Random Integer 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Integer, Integer) -> g -> (Integer, g) #

random :: RandomGen g => g -> (Integer, g) #

randomRs :: RandomGen g => (Integer, Integer) -> g -> [Integer] #

randoms :: RandomGen g => g -> [Integer] #

randomRIO :: (Integer, Integer) -> IO Integer #

randomIO :: IO Integer #

Random Word 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Word, Word) -> g -> (Word, g) #

random :: RandomGen g => g -> (Word, g) #

randomRs :: RandomGen g => (Word, Word) -> g -> [Word] #

randoms :: RandomGen g => g -> [Word] #

randomRIO :: (Word, Word) -> IO Word #

randomIO :: IO Word #

Random Word8 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Word8, Word8) -> g -> (Word8, g) #

random :: RandomGen g => g -> (Word8, g) #

randomRs :: RandomGen g => (Word8, Word8) -> g -> [Word8] #

randoms :: RandomGen g => g -> [Word8] #

randomRIO :: (Word8, Word8) -> IO Word8 #

randomIO :: IO Word8 #

Random Word16 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Word16, Word16) -> g -> (Word16, g) #

random :: RandomGen g => g -> (Word16, g) #

randomRs :: RandomGen g => (Word16, Word16) -> g -> [Word16] #

randoms :: RandomGen g => g -> [Word16] #

randomRIO :: (Word16, Word16) -> IO Word16 #

randomIO :: IO Word16 #

Random Word32 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Word32, Word32) -> g -> (Word32, g) #

random :: RandomGen g => g -> (Word32, g) #

randomRs :: RandomGen g => (Word32, Word32) -> g -> [Word32] #

randoms :: RandomGen g => g -> [Word32] #

randomRIO :: (Word32, Word32) -> IO Word32 #

randomIO :: IO Word32 #

Random Word64 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (Word64, Word64) -> g -> (Word64, g) #

random :: RandomGen g => g -> (Word64, g) #

randomRs :: RandomGen g => (Word64, Word64) -> g -> [Word64] #

randoms :: RandomGen g => g -> [Word64] #

randomRIO :: (Word64, Word64) -> IO Word64 #

randomIO :: IO Word64 #

Random CChar 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CChar, CChar) -> g -> (CChar, g) #

random :: RandomGen g => g -> (CChar, g) #

randomRs :: RandomGen g => (CChar, CChar) -> g -> [CChar] #

randoms :: RandomGen g => g -> [CChar] #

randomRIO :: (CChar, CChar) -> IO CChar #

randomIO :: IO CChar #

Random CSChar 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CSChar, CSChar) -> g -> (CSChar, g) #

random :: RandomGen g => g -> (CSChar, g) #

randomRs :: RandomGen g => (CSChar, CSChar) -> g -> [CSChar] #

randoms :: RandomGen g => g -> [CSChar] #

randomRIO :: (CSChar, CSChar) -> IO CSChar #

randomIO :: IO CSChar #

Random CUChar 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CUChar, CUChar) -> g -> (CUChar, g) #

random :: RandomGen g => g -> (CUChar, g) #

randomRs :: RandomGen g => (CUChar, CUChar) -> g -> [CUChar] #

randoms :: RandomGen g => g -> [CUChar] #

randomRIO :: (CUChar, CUChar) -> IO CUChar #

randomIO :: IO CUChar #

Random CShort 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CShort, CShort) -> g -> (CShort, g) #

random :: RandomGen g => g -> (CShort, g) #

randomRs :: RandomGen g => (CShort, CShort) -> g -> [CShort] #

randoms :: RandomGen g => g -> [CShort] #

randomRIO :: (CShort, CShort) -> IO CShort #

randomIO :: IO CShort #

Random CUShort 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CUShort, CUShort) -> g -> (CUShort, g) #

random :: RandomGen g => g -> (CUShort, g) #

randomRs :: RandomGen g => (CUShort, CUShort) -> g -> [CUShort] #

randoms :: RandomGen g => g -> [CUShort] #

randomRIO :: (CUShort, CUShort) -> IO CUShort #

randomIO :: IO CUShort #

Random CInt 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CInt, CInt) -> g -> (CInt, g) #

random :: RandomGen g => g -> (CInt, g) #

randomRs :: RandomGen g => (CInt, CInt) -> g -> [CInt] #

randoms :: RandomGen g => g -> [CInt] #

randomRIO :: (CInt, CInt) -> IO CInt #

randomIO :: IO CInt #

Random CUInt 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CUInt, CUInt) -> g -> (CUInt, g) #

random :: RandomGen g => g -> (CUInt, g) #

randomRs :: RandomGen g => (CUInt, CUInt) -> g -> [CUInt] #

randoms :: RandomGen g => g -> [CUInt] #

randomRIO :: (CUInt, CUInt) -> IO CUInt #

randomIO :: IO CUInt #

Random CLong 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CLong, CLong) -> g -> (CLong, g) #

random :: RandomGen g => g -> (CLong, g) #

randomRs :: RandomGen g => (CLong, CLong) -> g -> [CLong] #

randoms :: RandomGen g => g -> [CLong] #

randomRIO :: (CLong, CLong) -> IO CLong #

randomIO :: IO CLong #

Random CULong 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CULong, CULong) -> g -> (CULong, g) #

random :: RandomGen g => g -> (CULong, g) #

randomRs :: RandomGen g => (CULong, CULong) -> g -> [CULong] #

randoms :: RandomGen g => g -> [CULong] #

randomRIO :: (CULong, CULong) -> IO CULong #

randomIO :: IO CULong #

Random CLLong 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CLLong, CLLong) -> g -> (CLLong, g) #

random :: RandomGen g => g -> (CLLong, g) #

randomRs :: RandomGen g => (CLLong, CLLong) -> g -> [CLLong] #

randoms :: RandomGen g => g -> [CLLong] #

randomRIO :: (CLLong, CLLong) -> IO CLLong #

randomIO :: IO CLLong #

Random CULLong 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CULLong, CULLong) -> g -> (CULLong, g) #

random :: RandomGen g => g -> (CULLong, g) #

randomRs :: RandomGen g => (CULLong, CULLong) -> g -> [CULLong] #

randoms :: RandomGen g => g -> [CULLong] #

randomRIO :: (CULLong, CULLong) -> IO CULLong #

randomIO :: IO CULLong #

Random CFloat 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CFloat, CFloat) -> g -> (CFloat, g) #

random :: RandomGen g => g -> (CFloat, g) #

randomRs :: RandomGen g => (CFloat, CFloat) -> g -> [CFloat] #

randoms :: RandomGen g => g -> [CFloat] #

randomRIO :: (CFloat, CFloat) -> IO CFloat #

randomIO :: IO CFloat #

Random CDouble 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CDouble, CDouble) -> g -> (CDouble, g) #

random :: RandomGen g => g -> (CDouble, g) #

randomRs :: RandomGen g => (CDouble, CDouble) -> g -> [CDouble] #

randoms :: RandomGen g => g -> [CDouble] #

randomRIO :: (CDouble, CDouble) -> IO CDouble #

randomIO :: IO CDouble #

Random CPtrdiff 
Instance details

Defined in System.Random

Random CSize 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CSize, CSize) -> g -> (CSize, g) #

random :: RandomGen g => g -> (CSize, g) #

randomRs :: RandomGen g => (CSize, CSize) -> g -> [CSize] #

randoms :: RandomGen g => g -> [CSize] #

randomRIO :: (CSize, CSize) -> IO CSize #

randomIO :: IO CSize #

Random CWchar 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CWchar, CWchar) -> g -> (CWchar, g) #

random :: RandomGen g => g -> (CWchar, g) #

randomRs :: RandomGen g => (CWchar, CWchar) -> g -> [CWchar] #

randoms :: RandomGen g => g -> [CWchar] #

randomRIO :: (CWchar, CWchar) -> IO CWchar #

randomIO :: IO CWchar #

Random CSigAtomic 
Instance details

Defined in System.Random

Random CIntPtr 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CIntPtr, CIntPtr) -> g -> (CIntPtr, g) #

random :: RandomGen g => g -> (CIntPtr, g) #

randomRs :: RandomGen g => (CIntPtr, CIntPtr) -> g -> [CIntPtr] #

randoms :: RandomGen g => g -> [CIntPtr] #

randomRIO :: (CIntPtr, CIntPtr) -> IO CIntPtr #

randomIO :: IO CIntPtr #

Random CUIntPtr 
Instance details

Defined in System.Random

Random CIntMax 
Instance details

Defined in System.Random

Methods

randomR :: RandomGen g => (CIntMax, CIntMax) -> g -> (CIntMax, g) #

random :: RandomGen g => g -> (CIntMax, g) #

randomRs :: RandomGen g => (CIntMax, CIntMax) -> g -> [CIntMax] #

randoms :: RandomGen g => g -> [CIntMax] #

randomRIO :: (CIntMax, CIntMax) -> IO CIntMax #

randomIO :: IO CIntMax #

Random CUIntMax 
Instance details

Defined in System.Random

data PureMT #

PureMT, a pure mersenne twister pseudo-random number generator

Instances
Show PureMT 
Instance details

Defined in System.Random.Mersenne.Pure64.Internal