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A non-differential method for solving many-objective optimization problems: An application in IPM motor design
- 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.
- Subjects :
- 010302 applied physics
Optimization problem
Computer science
Mechanical Engineering
020208 electrical & electronic engineering
Control engineering
02 engineering and technology
Condensed Matter Physics
01 natural sciences
Evolutionary computation
Finite element method
Electronic, Optical and Magnetic Materials
Mechanics of Materials
Motor design
0103 physical sciences
0202 electrical engineering, electronic engineering, information engineering
Permanent magnet motor
Electrical and Electronic Engineering
Differential method
Subjects
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