mutation_current_to_pbest: /current-to-pbest mutation for DE

In ExpDE: Modular Differential Evolution for Experimenting with Operators

Description

Implements the "/current-to-pbest" mutation for the ExpDE framework

Usage

mutation_current_to_pbest(X, mutpars)

Arguments

X	population matrix
mutpars	mutation parameters (see Mutation parameters for details)

Details

This routine also implements one special case:

• current-to-best mutation (current_to_best), by setting mutpars$p = 1);

• Flat recombination (flat), by setting recpars$alpha = recpars$beta = 0)

Value

Matrix M containing the mutated population

Mutation Parameters

The mutpars parameter contains all parameters required to define the mutation. mutation_current_to_pbest() understands the following fields in mutpars:

• f : scaling factor for difference vector(s).
  Accepts numeric vectors of size 1 or nvecs.

• p : either the number of "best" vectors to use (if given as a positive integer) or the proportion of the population to use as "best" vectors (if 0 < p < 1).

Warning

This routine will search for the performance vector of population X (J) in the parent environment (using parent.frame(). This variable must be defined for mutation_current_to_pbest() to work.

References

J. Zhang, A.C. Sanderson, "JADE: Adaptive differential evolution with optional external archive". IEEE Transactions on Evolutionary Computation 13:945-958, 2009

Author(s)

Felipe Campelo ([e-mail])

ExpDE documentation built on May 2, 2019, 9:11 a.m.