ExpDE: Modular Differential Evolution for Experimenting with Operators

Description Usage Arguments Value Recombination Parameters References

Implements the "/eigen" (eigenvector-based) recombination for the ExpDE framework

1	recombination_eigen(X, M, recpars)

`X`	population matrix (original)
`M`	population matrix (mutated)
`recpars`	recombination parameters (see `Recombination parameters` for details)

Matrix U containing the recombined population

The recpars parameter contains all parameters required to define the recombination. recombination_eigen() understands the following fields in recpars:

othername: name of the recombination operator to be applied after the projection in the eigenvector basis
... : parameters required (or optional) to the operator defined by recpars$othername

Shu-Mei Guo e Chin-Chang Yang, "Enhancing differential evolution utilizing eigenvector-based crossover operator", IEEE Transactions on Evolutionary Computation 19(1):31-49, 2015.

fcampelo/ExpDE documentation built on May 16, 2019, 12:04 p.m.