randmut3: Random mutation 3

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

Random mutation 3

Description

For each gene, if a random number is less than the mutation rate, the gene's mean value is zero and its standard deviation is |ub-lb| The random value selected from the normal distribution is changed by adding it (Yoon & Kim, 2012).

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

Usage

randmut3(y, lb, ub, mutpm, ...)

Arguments

y	A vector. Chromosome of the offspring
lb	A vector. Lower bounds of genes
ub	A vector. Upper bounds of genes
mutpm	Mutation rate
...	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

References

Yoon, Y. and Kim, Y.H. (2012). The roles of crossover and mutation in real-coded genetic algorithms. In Bioinspired Computational Algorithms and Their Applications (ed. S. Gao). London: INTECH Open Access Publisher. pp. 65-82.

See Also

mutate, bitmut, randmut, randmut2, randmut4, unimut, boundmut, nunimut, nunimut2, powmut, powmut2, gaussmut, gaussmut2, gaussmut3, bsearchmut1, bsearchmut2, swapmut, invmut, shufmut, insmut, dismut, invswapmut, insswapmut, invdismut

Examples

lb = c(2, 1, 3, 1, 0, 4)
ub = c(10, 15, 8, 5, 6, 9)
offspring = c(8, 6, 4, 1, 3, 7)
randmut3(offspring, lb=lb, ub=ub, mutpm=0.1)

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