gaussmut3: Gauss Mutation 3

In adana: Adaptive Nature-Inspired Algorithms for Hybrid Genetic Optimization

Gauss Mutation 3

Description

GM is an operator made by adding randomly selected values from a normal distribution with mean and standard deviation of MU and SIGMA, respectively, to a randomly selected gene in the chromosome.

This operator is used for value encoded (integer or real number) chromosomes.

Usage

gaussmut3(y, mutmy, mutsdy, ...)

Arguments

y	A vector. Chromosome of the offspring
mutmy	A vector. Vector of means of genes
mutsdy	A vector. Vector of standard deviations of genes
...	Further arguments passed to or from other methods.

Value

mutant	A vector. Chromosome of the offspring
mutgen	The number of the mutated gene.

Author(s)

Zeynel Cebeci & Erkut Tekeli

See Also

mutate, bitmut, randmut, randmut2, randmut3, randmut4, unimut, boundmut, nunimut, nunimut2, powmut, powmut2, gaussmut, gaussmut2, bsearchmut1, bsearchmut2, swapmut, invmut, shufmut, insmut, dismut, invswapmut, insswapmut, invdismut

Examples

mutmy = c(5, 5, 2, 4, 3, 4)
mutsdy = c(1, 1.5, 1.01, 0.4, 1.5, 1.2)
offspring = c(8, 6, 4, 1, 3, 7)
set.seed(12)
gaussmut(offspring, mutmy=mutmy, mutsdy=mutsdy)

adana documentation built on March 18, 2022, 6:03 p.m.