hux: Heuristic Uniform Crossover

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

Heuristic Uniform Crossover

Description

"Heuristic Uniform Crossover" is an algorithm that works by detecting genes that differ to control the level of disruption in Parental chromosomes (De Jong & Spears, 1991).

Usage

hux(x1, x2, cxon, cxps, ...)

Arguments

x1	A vector. It contains the chromosomal information of parent-1.
x2	A vector. It contains the chromosomal information of parent-2.
cxon	Number of offspring to be generated as a result of crossover
cxps	It determines the rate of gene exchange between the chromosomes of the parents.
...	Further arguments passed to or from other methods.

Value

A matrix containing the generated offsprings.

Author(s)

Zeynel Cebeci & Erkut Tekeli

References

De Jong, K.A. and Spears, W. (1991). On the virtues of parameterized uniform crossover. In Proc. of the 4th Int. Conf. on Genetic Algorithms. Morgan Kaufman Publishers.

See Also

cross, px1, kpx, sc, rsc, ux, ux2, mx, rrc, disc, atc, cpc, eclc, raoc, dc, ax, hc, sax, wax, lax, bx, ebx, blxa, blxab, lapx, elx, geomx, spherex, pmx, mpmx, upmx, ox, ox2, mpx, erx, pbx, pbx2, cx, icx, smc

Examples

parent1 = c(1, 0, 1, 0, 1, 1, 1, 0)
parent2 = c(1, 1, 1, 0, 1, 0, 0, 1)
hux(parent1, parent2)

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