The effect of redundancy and neutrality in genetic search

An experimental study aimed at assessing the influence of redundancy and neutrality on the performance of an (1+1)-ES evolution strategy modeled using Markov chains and applied to NK fitness landscapes is presented. For the study, two families of redundant binary representations, one non-neutral fam...

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Bibliographic Details
Main Author: Correia, Marisol B. (author)
Format: preprint
Language:eng
Published: 2012
Online Access:http://hdl.handle.net/10400.1/947
Country:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/947