Superior Relation Based on Firefly Algorithm in Superior Solution Set Search

カテゴリ: 部門大会

論文No: SS3-8

グループ名: 【C】2019年電気学会電子・情報・システム部門大会プログラム

発行日: 2019/08/28

タイトル(英語): Superior Relation Based on Firefly Algorithm in Superior Solution Set Search

著者名: 王 鴻燃(首都大学東京),田村 健一(首都大学東京),土屋 淳一(首都大学東京),安田 恵一郎(首都大学東京)

著者名(英語): Hongran Wang|Kenichi Tamura|Junichi Tsuchiya|Keiichiro Yasuda

キーワード: 優良解集合探索問題|メタヒューリスティクス|Firefly Algorithm|優越関係|Superior Solution Set Search Problem|Metaheuristics|Firefly Algorithm|Superior Relations

要約(日本語): In this paper, we propose a new Firefly Algorithm (FA) based on superior relations, which can search for the superior solution set by using the user's quantitative desire level as a search strategy. We subsequently analyze the superior solution set search problem and FA, and we discuss its properties together with a similar problem setting. We propose an FA based on superior relations as a new optimization technique for the superior solution set problem based on these analyses. Numerical experiments are then conducted using the superior solution set search problem, and the usefulness of the proposed method is demonstrated while comparing the performance of the proposed method with the conventional FA.

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