Niching and elitist models for MOGAs

descriptionPublicationkeyboard_double_arrow_right Part of book or chapter of book , Conference object , Article 01 Jan 1998Publisher:Springer Berlin Heidelberg

Authors: Shigeru Obayashi; Shinichi Takahashi; Yukihiro Takeguchi;

doi: 10.1007/bfb0056869

Niching and elitist models for MOGAs

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Abstract

This paper examines several niching and elitist models applied to Multiple-Objective Genetic Algorithms (MOGAs). Test cases consider a simple problem as well as multidisciplinary design optimization of wing planform shape. Numerical results suggest that the combination of the fitness sharing and the best-N selection leads to the best performance.

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Tohoku University
Japan

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