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A modified immune network algorithm for multimodal electromagnetic problems

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タイトル: A modified immune network algorithm for multimodal electromagnetic problems
著者: Campelo, Felipe 著作を一覧する
Guimarães, Frederico G. 著作を一覧する
Igarashi, Hajime 著作を一覧する
Ramírez, Jaime A. 著作を一覧する
Noguchi, So 著作を一覧する
キーワード: Artificial immune systems
electromagnetic design optimization
immune networks
発行日: 2006年 4月
出版者: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS
誌名: IEEE transactions on magnetics
巻: 42
号: 4
開始ページ: 1111
終了ページ: 1114
出版社 DOI: 10.1109/TMAG.2006.871633
抄録: Some optimization algorithms based on theories from immunology have the feature of finding an arbitrary number of optima, including the global solution. However, this advantage comes at the cost of a large number of objective function evaluations, in most cases, prohibitive in electromagnetic design. This paper proposes a modified version of the artificial immune network algorithm (opt-AINet) for electromagnetic design optimization. The objective of this modified AINet (m-AINet) is to reduce the computational effort required by the algorithm, while keeping or improving the convergence characteristics. Another improvement proposed is to make it more suitable for constrained problems through the utilization of a specific constraint-handling technique. The results obtained over an analytical problem and the design of an electromagnetic device show the applicability of the proposed algorithm
Rights: (c) 2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE
資料タイプ: article
URI: http://hdl.handle.net/2115/8519
出現コレクション:雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

提供者: 五十嵐 一

 

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