A Benchmark TEAM Problem for Multi-Objective Pareto Optimization of Electromagnetic Devices

This paper proposes a new benchmark for multi-objective optimization. A solution is furnished which has enabled an extensive search and reliable estimation of the shape of the Pareto front. Field uniformity and sensitivity are considered in the context of robust design. It is argued that the benchma...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on magnetics Vol. 54; no. 3; pp. 1 - 4
Main Authors Di Barba, Paolo, Mognaschi, Maria Evelina, Lowther, David A., Sykulski, Jan K.
Format Journal Article
LanguageEnglish
Published New York IEEE 01.03.2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Benchmark testing
Benchmarks
Computer programming
Design optimization
Finite element method
Linear programming
Magnetism
Mathematical models
multi-objective optimization
Multiple objective analysis
Optimization
Pareto front
Pareto optimization
Robust design
Robustness
Sensitivity
sensitivity analysis
Windings
Online AccessGet full text

Cover

More Information
Summary:This paper proposes a new benchmark for multi-objective optimization. A solution is furnished which has enabled an extensive search and reliable estimation of the shape of the Pareto front. Field uniformity and sensitivity are considered in the context of robust design. It is argued that the benchmark will provide a challenging target for new algorithms, especially those involving numerical modeling using finite-element codes where the number of objective function calls needs to be minimized for practical design processes.
ISSN:0018-9464
1941-0069
DOI:10.1109/TMAG.2017.2750901