Convergence Properties of Two ({\mu} + {\lambda}) Evolutionary Algorithms On OneMax and Royal Roads Test Functions
Neural and Evolutionary Computing
2011-08-23 v1
Abstract
We present a number of bounds on convergence time for two elitist population-based Evolutionary Algorithms using a recombination operator k-Bit-Swap and a mainstream Randomized Local Search algorithm. We study the effect of distribution of elite species and population size.
Cite
@article{arxiv.1108.4080,
title = {Convergence Properties of Two ({\mu} + {\lambda}) Evolutionary Algorithms On OneMax and Royal Roads Test Functions},
author = {Aram Ter-Sarkisov and Stephen Marsland},
journal= {arXiv preprint arXiv:1108.4080},
year = {2011}
}
Comments
accepted for ECTA 2011