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http://hdl.handle.net/10397/863
| Title: | A tabu method to find the Pareto solutions of multiobjective optimal design problems in electromagnetics | Authors: | Ho, SL Yang, S Ni, G Wong, HCC |
Issue Date: | Mar-2002 | Source: | IEEE transactions on magnetics, Mar. 2002, v. 38, no. 2, p. 1013-1016 | Abstract: | A tabu search algorithm is proposed for finding the Pareto solutions of multiobjective optimal design problems. In this paper, the contact theorem is used to evaluate the Pareto solutions. The ranking selecting approach and the fitness sharing function are also introduced to identify new current points to begin every iteration cycle. Detailed numerical results are reported in this paper to demonstrate the power of the proposed algorithm in ensuring uniform sampling and obtaining the Pareto optimal front of the multiobjective design problems. The most efficient method of implementing the proposed algorithm is also discussed. | Keywords: | Fitness sharing Multiobjective optimization Ranking Tabu search Vector optimization |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE transactions on magnetics | ISSN: | 0018-9464 | EISSN: | 1941-0069 | DOI: | 10.1109/20.996260 | Rights: | © 2002 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. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. |
| Appears in Collections: | Journal/Magazine Article |
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| pareto-solutions_02.pdf | 61.29 kB | Adobe PDF | View/Open |
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