DocumentCode :
1274926
Title :
A tabu method to find the Pareto solutions of multiobjective optimal design problems in electromagnetics
Author :
Ho, S.L. ; Yang, Shiyou ; Ni, Guangzheng ; Wong, H.C.
Author_Institution :
Electr. Eng. Dept., Hong Kong Polytech. Univ., China
Volume :
38
Issue :
2
fYear :
2002
fDate :
3/1/2002 12:00:00 AM
Firstpage :
1013
Lastpage :
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 :
Pareto distribution; electromagnetic field theory; electronic design automation; iterative methods; optimisation; search problems; Pareto optimal front; Pareto solutions; contact theorem; current points; electromagnetics; fitness sharing function; iteration cycle; multiobjective design problems; multiobjective optimal design problems; multiobjective optimization; ranking selecting approach; tabu method; tabu search; tabu search algorithm; uniform sampling; vector optimization; Algorithm design and analysis; Constraint optimization; Design engineering; Design optimization; Electrical engineering; Electromagnetics; Optimization methods; Pareto optimization; Sampling methods; Terminology;
fLanguage :
English
Journal_Title :
Magnetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9464
Type :
jour
DOI :
10.1109/20.996260
Filename :
996260
Link To Document :
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