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A non-differential method for solving many-objective optimization problems: An application in IPM motor design

Authors :
Slawomir Wiak
Maria Evelina Mognaschi
Paolo Di Barba
Source :
International Journal of Applied Electromagnetics and Mechanics. 64:S131-S142
Publication Year :
2021
Publisher :
IOS Press, 2021.

Abstract

Many-objective problems, characterized by a high-dimensional objective space, are a source of challenge for standard methods of multi-objective optimization. An evolutionary algorithm based on the concept of least-conflict solutions is here presented; the shape design of a IPM motor is considered as the case study. In particular, optimization problems dealing with 3 and 4 objective functions have been solved, respectively.

Details

ISSN :
18758800 and 13835416
Volume :
64
Database :
OpenAIRE
Journal :
International Journal of Applied Electromagnetics and Mechanics
Accession number :
edsair.doi...........48ba426c61261b4e79aaf5b365ad0448
Full Text :
https://doi.org/10.3233/jae-209510