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Hokkaido University Collection of Scholarly and Academic Papers >
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A modified immune network algorithm for multimodal electromagnetic problems
| Title: | A modified immune network algorithm for multimodal electromagnetic problems |
| Authors: | Campelo, Felipe Browse this author | | Guimarães, Frederico G. Browse this author | | Igarashi, Hajime Browse this author →KAKEN DB | | Ramírez, Jaime A. Browse this author | | Noguchi, So Browse this author →KAKEN DB |
| Keywords: | Artificial immune systems | | electromagnetic design optimization | | immune networks |
| Issue Date: | Apr-2006 |
| Publisher: | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS |
| Journal Title: | IEEE transactions on magnetics |
| Volume: | 42 |
| Issue: | 4 |
| Start Page: | 1111 |
| End Page: | 1114 |
| Publisher DOI: | 10.1109/TMAG.2006.871633 |
| Abstract: | 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 |
| Type: | article |
| URI: | http://hdl.handle.net/2115/8519 |
| Appears in Collections: | 情報科学院・情報科学研究院 (Graduate School of Information Science and Technology / Faculty of Information Science and Technology) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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Submitter: 五十嵐 一
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