Title

Introductory Tutorial On Coevolution

Keywords

Coevolution; Evolutionary computation; Introductory tutorial

Abstract

This tutorial is designed to introduce coevolution to those with a working familiarity with evolutionary computation. The tutorial begins by providing some basic background into what coevolution is and how it has been historically employed. The fundamental mechanics of varying types of coevolutionary algorithms are covered next, focusing heavily on issues that distinguish coevolution from traditional EC. Common pathologies are categorized and discussed, then remedies for those challenges and progress monitoring methods are introduced to the audience. The tutorial concludes with a summary and a look forward to the topics discussed in the advanced tutorial on coevolution.

Publication Date

8-27-2007

Publication Title

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, Companion Material

Number of Pages

3133-3157

Document Type

Article; Proceedings Paper

Personal Identifier

scopus

DOI Link

https://doi.org/10.1145/1274000.1274108

Socpus ID

34548082502 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/34548082502

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