variation_binrec {MOEADr}

Binomial Recombination

Description

Binomial recombination implementation for the MOEA/D.

Usage

variation_binrec(X, Xt, rho, ...)

Arguments

X

Population matrix

Xt

Original population matrix

rho

mutation probability

...

other parameters (included for compatibility with generic call)

Details

This variation operator only works if at least one other variation operator is performed prior to its execution, otherwise it becomes an identity operator (returns an unchanged matrix X).

Value

Matrix X' containing the recombined population

References

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

F. Campelo, L.S. Batista, C. Aranha (2020): The MOEADr Package: A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on Decomposition. Journal of Statistical Software doi:10.18637/jss.v092.i06