時変関数に適応するためのABCアルゴリズムの修正

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: 2012/04/01

タイトル(英語): Modification of ABC Algorithm for Adaptation to Time-Varying Functions

著者名: 西田　健（九州工業大学）

著者名(英語): Takeshi Nishida (Kyushu Institute of Technology)

キーワード: artificial bee colonyアルゴリズム，時変関数　　artificial bee colony algorithm，time-varying function

要約(英語): Although ABC (artificial bee colony) algorithm is effective tool for finding solutions to static optimization problems, application to the dynamical problem which includes the time-varying element has been not assumed. A modification of ABC algorithm for adaptation to time-varying functions is proposed. To adjust to the change in the function, the procedure for reevaluating the bee at each time is introduced. It is shown that the proposed modification does not influence the search performance of the conventional algorithm. The efficiency of the modified ABC algorithm is demonstrated and verified by numerical simulations.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.132 No.4 （2012）

本誌掲載ページ: 584-591 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/132/4/132_4_584/_article/-char/ja/