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ExpDE (version 0.1.4)

recombination_geo: Geometric recombination for DE

Description

Implements the "/geo" (geometric) recombination for the ExpDE framework

Usage

recombination_geo(X, M, recpars)

Arguments

X

population matrix (original)

M

population matrix (mutated)

recpars

recombination parameters (see Recombination parameters for details)

Value

Matrix U containing the recombined population

Recombination Parameters

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

  • alpha : exponent for geometrical recombination. Accepts numeric value 0 <= alpha <= 1 or NULL (in which case a random value is chosen for each recombination).

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.