mutation_rand: /rand mutation for DE

In ExpDE: Modular Differential Evolution for Experimenting with Operators

Description

Implements the "/rand/nvecs" mutation for the ExpDE framework

Usage

mutation_rand(X, mutpars)

Arguments

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

Value

Matrix M containing the mutated population

Mutation Parameters

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

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

• nvecs : number of difference vectors to use.
  Accepts 1 <= nvecs <= (nrow(X)/2 - 2)
  Defaults to 1.

References

K. Price, R.M. Storn, J.A. Lampinen, "Differential Evolution: A Practical Approach to Global Optimization", Springer 2005

Author(s)

Felipe Campelo ([e-mail])

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