recombination_lbga {ExpDE}

Linear BGA recombination for DE

Description

Implements the "/lbga" (Linear Breeder Genetic Algorithm) recombination for the ExpDE framework

Usage

recombination_lbga(X, M, ...)

Arguments

X

population matrix (original)

M

population matrix (mutated)

...

optional parameters (unused)

Value

Matrix U containing the recombined population

Warning

This recombination operator evaluates the candidate solutions in M, which adds an extra popsize evaluations per iteration.

References

F. Herrera, M. Lozano, A. M. Sanchez, "A taxonomy for the crossover operator for real-coded genetic algorithms: an experimental study", International Journal of Intelligent Systems 18(3) 309-338, 2003.
D. Schlierkamp-voosen , H. Muhlenbein, "Strategy Adaptation by Competing Subpopulations", Proc. Parallel Problem Solving from Nature (PPSN III), 199-208, 1994.