{-| This module contains wrappers around the purely functional gene operations in "GEP.GeneOperations" in order to string the random number generation state through via the "GEP.Rmonad". These helper functions are responsible for sampling the random number generator to determine the parameters for applying the genetic operators. The reasoning behind using a specialized Random monad instead of the system generator provided by IO is that this allows independent generators to be used should we support multiple threads of execution. Parallel random number generation requires distinct generators, not a shared one. Author: mjsottile\@computer.org -} module GEP.MonadicGeneOperations where import GEP.Rmonad import GEP.GeneOperations import GEP.Types import GEP.Params {-| IS Transposition helper -} isTransposer :: Genome -> SimParams -> Chromosome -> GEPMonad Chromosome isTransposer genome params who = do takelen <- nextR (maxISLen params) takepos <- nextR ((geneLength genome)-takelen) whichgene <- nextR (numGenes genome) putpos <- nextR ((headLength genome)-1) return $ transposeIS who genome (whichgene-1) takepos takelen (putpos+1) {-| RIS Transposition helper -} risTransposer :: Genome -> SimParams -> Chromosome -> GEPMonad Chromosome risTransposer genome params who = do takelen <- nextR (maxRISLen params) takepos <- nextR ((headLength genome)-1) genenum <- nextR (numGenes genome) return $ transposeRIS who genome genenum (takepos+1) takelen {-| Gene transposition helper -} geneTransposer :: Genome -> Chromosome -> GEPMonad Chromosome geneTransposer genome who = do whichGene <- nextR (numGenes genome) return $ transposeGene who genome whichGene {-| One-point crossover helper. Takes a genome, a pair of individuals, and selects the crossover point before generating the new pair of resulting individuals after crossover. -} x1PHelper :: Genome -> (Chromosome,Chromosome) -> GEPMonad (Chromosome,Chromosome) x1PHelper g pair = do xoverPos <- nextR (geneLength g) return $ crossover1pt pair xoverPos {-| Two-point crossover helper. Takes a genome, a pair of individuals, and selects the crossover points before generating the new pair of resulting individuals after crossover. -} x2PHelper :: Genome -> (Chromosome,Chromosome) -> GEPMonad (Chromosome,Chromosome) x2PHelper g pair = do xoverPos1 <- nextR (geneLength g) xoverPos2 <- nextRDifferent (geneLength g) xoverPos1 return $ crossover2pt pair (min xoverPos1 xoverPos2) (max xoverPos1 xoverPos2) {-| Gene crossover helper. Takes a genome, a pair of individuals, and selects the crossover gene before generating the new pair of individuals resulting after crossover. -} xGHelper :: Genome -> (Chromosome, Chromosome) -> GEPMonad (Chromosome,Chromosome) xGHelper g pair | (numGenes g) == 1 = return pair xGHelper g pair | otherwise = do xoverGene <- nextR (numGenes g) return $ crossoverGene pair xoverGene (geneLength g)