商品情報にスキップ
1 1

機能分担に基づく多目的最適化手法

機能分担に基づく多目的最適化手法

通常価格 ¥770 JPY
通常価格 セール価格 ¥770 JPY
セール 売り切れ
税込

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2017/05/01

タイトル(英語): A Functional Specialization Based Multi-objective Optimization Method

著者名: 森田 聖惇(首都大学東京),田村 健一(首都大学東京),安田 恵一郎(首都大学東京)

著者名(英語): Seijun Morita (Tokyo Metropolitan University), Kenichi Tamura (Tokyo Metropolitan University), Keiichiro Yasuda (Tokyo Metropolitan University)

キーワード: 多目的最適化,メタヒューリスティクス,多点探索,機能分担  Multi-objective Optimization,Metaheuristics,Multi-point Search,Functional Specialization

要約(英語): In this paper, we propose a new multi-objective optimization method based on a functional specialization search strategy. The functional specialization search strategy is composed of two ideas. The first idea is to evaluate the progress status of search points and classification of search points. The second idea is to use the status to update each search point by suitable one of the Pareto-ranking or scalarization. The proposed method takes advantage of this search strategy to realize an efficient improvement both of convergence and diversity of the search points. The proposed method achieves a consistently high performance through diverse search scenarios by taking advantage of the benefits of both a Pareto ranking-based method and a scalarization-based method. The performance of the proposed method was evaluated by some numerical simulations using some typical benchmark problems with different shapes of Pareto frontiers and various the number of objectives.

本誌: 電気学会論文誌C(電子・情報・システム部門誌) Vol.137 No.5 (2017)

本誌掲載ページ: 750-758 p

原稿種別: 論文/日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/137/5/137_750/_article/-char/ja/

販売タイプ
書籍サイズ
ページ数
詳細を表示する