Niching and Elitist Models for MOGAs

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.

• Type: Conference
• Year: 1998
• Where: PPSN
• Authors: Shigeru Obayashi, Shinichi Takahashi, Yukihiro Takeguchi
• Keywords: Distributed And Parallel Computing, Elitist Models, Multidisciplinary Design Optimization, Multiple-Objective Genetic Algorithms, PPSN 1998