Niching and elitist models for MOGAs

Shigeru Obayashi; Shinichi Takahashi; Yukihiro Takeguchi

doi:10.1007/bfb0056869

Niching and elitist models for MOGAs

Shigeru Obayashi, Shinichi Takahashi, Yukihiro Takeguchi

Creative Flow Research Division

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

42 Citations (Scopus)

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.

Original language	English
Title of host publication	Parallel Problem Solving from Nature, PPSN 1998 - 5th International Conference, Proceedings
Publisher	Springer Verlag
Pages	260-269
Number of pages	10
ISBN (Print)	3540650784, 9783540650782
DOIs	https://doi.org/10.1007/bfb0056869
Publication status	Published - 1998
Event	5th International Conference on Parallel Problem Solving from Nature, PPSN 1998 - Amsterdam, Netherlands Duration: 1998 Sep 27 → 1998 Sep 30

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	1498 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	5th International Conference on Parallel Problem Solving from Nature, PPSN 1998
Country/Territory	Netherlands
City	Amsterdam
Period	98/9/27 → 98/9/30

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

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10.1007/bfb0056869

Cite this

Obayashi, S., Takahashi, S., & Takeguchi, Y. (1998). Niching and elitist models for MOGAs. In Parallel Problem Solving from Nature, PPSN 1998 - 5th International Conference, Proceedings (pp. 260-269). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1498 LNCS). Springer Verlag. https://doi.org/10.1007/bfb0056869

Niching and elitist models for MOGAs. / Obayashi, Shigeru; Takahashi, Shinichi; Takeguchi, Yukihiro.

Parallel Problem Solving from Nature, PPSN 1998 - 5th International Conference, Proceedings. Springer Verlag, 1998. p. 260-269 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1498 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Obayashi, S, Takahashi, S & Takeguchi, Y 1998, Niching and elitist models for MOGAs. in Parallel Problem Solving from Nature, PPSN 1998 - 5th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1498 LNCS, Springer Verlag, pp. 260-269, 5th International Conference on Parallel Problem Solving from Nature, PPSN 1998, Amsterdam, Netherlands, 98/9/27. https://doi.org/10.1007/bfb0056869

Obayashi S, Takahashi S, Takeguchi Y. Niching and elitist models for MOGAs. In Parallel Problem Solving from Nature, PPSN 1998 - 5th International Conference, Proceedings. Springer Verlag. 1998. p. 260-269. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/bfb0056869

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Niching and elitist models for MOGAs

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