FUZZY APPROACH FOR MULTIOBJECTIVE OPTIMIZATION IN MAGNETICS

Citation
M. Chiampi et al., FUZZY APPROACH FOR MULTIOBJECTIVE OPTIMIZATION IN MAGNETICS, IEEE transactions on magnetics, 32(3), 1996, pp. 1234-1237
Citations number
8
Categorie Soggetti
Engineering, Eletrical & Electronic","Physics, Applied
ISSN journal
00189464
Volume
32
Issue
3
Year of publication
1996
Pages
1234 - 1237
Database
ISI
SICI code
0018-9464(1996)32:3<1234:FAFMOI>2.0.ZU;2-O
Abstract
The multiobjective optimization problem is of interest in almost all d esign problems. Fuzzy logic can be used in the definition of a decisio n making scheme for a compromise between conflicting objective functio ns. In the proposed approach a fuzzy ''global performance'' index of t he design is defined. This parameter can be optimized by any scalar op timization algorithm. The fuzzyfication process, based on a set of lin guistic rules defined by the user, is explained. Results obtained on m ultiobjective optimization problems, which show the good performance o f the proposed approach, are presented and discussed.