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3D topology optimization using an immune algorithm

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タイトル: 3D topology optimization using an immune algorithm
著者: Campelo, Felipe 著作を一覧する
Watanabe, Kota 著作を一覧する
Igarashi, Hajime 著作を一覧する
キーワード: Electromagnetism
Optimization techniques
発行日: 2007年
出版者: Emerald Group Publishing Limited
誌名: COMPEL : The International Journal for Computation and Mathematics in Electrical and Electronic Engineering
巻: 26
号: 3
開始ページ: 677
終了ページ: 688
出版社 DOI: 10.1108/03321640710751145
抄録: Purpose: The paper introduces an evolutionary algorithm based on the artificial immune systems paradigm for topology optimization (TO) in 3D. Design/methodology/approach: The 3D TO algorithm is described, and experimentally validated on an electromagnetic design problem. Findings: The proposed method is capable of finding an optimal configuration for the validation problem used. Research limitations/implications: More tests are needed in order to fully assert the capabilities of the algorithm. Moreover, further improvements are needed in order to obtain smoother topologies at the end of the optimization procedure. Practical implications: The paper presents a novel tool for the design of electromagnetic devices, using a TO approach. Originality/value: So far most of the TO algorithms did not tackle true 3D problems, and the ones capable of 3D optimization do it at high computational costs. The algorithm presented here is capable of true 3D design at a reasonable computational budget.
資料タイプ: article (author version)
出現コレクション:雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

提供者: Felipe Campelo


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