Modification of ABC Algorithm for Adaptation to Time-Varying Functions

• Nishida Takeshi

  Kyushu Institute of Technology

Bibliographic Information

Other Title

• 時変関数に適応するためのABCアルゴリズムの修正
• トキ ヘン カンスウ ニ テキオウ スル タメ ノ ABC アルゴリズム ノ シュウセイ

Abstract

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.

Journal

• IEEJ Transactions on Electronics, Information and Systems

  IEEJ Transactions on Electronics, Information and Systems 132 (4), 584-591, 2012

  The Institute of Electrical Engineers of Japan

Keywords

• artificial bee colony algorithm
• time-varying function

Details

• CRID: 1390282679585252352
• NII Article ID: 10030530108
• NII Book ID: AN10065950
• DOI: 10.1541/ieejeiss.132.584
• BIBCODE: 2012ITEIS.132..584N
• ISSN: 13488155
• ISSN: 03854221
• NDL BIB ID: 023656348
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I023656348
• Web Site: https://www.jstage.jst.go.jp/article/ieejeiss/132/4/132_4_584/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
• Abstract License Flag: Disallowed