Efficient algorithms for the optimization of shielding devices for eddy currents

Article type: Research Article

Authors: Yahaghia, Alireza^{a; c} | Hafner, Christian^a | Fallahi, Arya^a | Smajic, Jasmin^{b; *} | Cranganu-Cretu, Bogdan^b | Vahldieck, Ruediger^a

Affiliations: [a] ETH Zürich, Lab. For Electromagnetic Field and Microwave Electronics, CH-8092, Switzerland | [b] ABB Switzerland Ltd. Corporate Research, Dättwil, CH-5405, Switzerland | [c] Department of Electrical Engineering, Shiraz University, Shiraz, Iran

Correspondence: [*] Corresponding author. E-mail: [email protected]

Abstract: Different optimization algorithms are applied to determine the best configuration of a shielding device for eddy currents. The algorithms include seven stochastic binary optimizers, which are based on the concept of genetic algorithms and evolutionary strategies, as well as one quasi-deterministic optimizer based on an algorithm inspired by hill-climbing strategies. The comparison of results obtained from each algorithm shows a very high probability of finding global optima when a special quasi-deterministic algorithm is applied.

Keywords: Stochastic optimization, eddy currents, electromagnetic shielding

DOI: 10.3233/JAE-2010-1307

Journal: International Journal of Applied Electromagnetics and Mechanics, vol. 34, no. 3, pp. 141-154, 2010