A fast global optimal method based on combinations of MLS and PSO algorithm

Issue title: Proceedings of the twelfth International Symposium on Interdisciplinary Electromagnetic, Mechanic and Biomedical Problems, ISEM Bad Gastein

Article type: Research Article

Authors: Luo, Ping^{a; *} | Yang, Shiyou^a | Yao, Lihai^b | Ni, Peihong^a | Ho, S.L.^c | Ni, Guangzheng^a

Affiliations: [a] College of Electrical Engineering, Zhejiang University, Hangzhou, 310027, China | [b] Zhejiang University City College, Hangzhou, 310015, China | [c] Department of Electrical Engineering, The Hong Kong Polytechnic University, Hong Kong

Correspondence: [*] Corresponding author. Tel.: +86 571 87951915; Fax: +86 571 87951915; E-mail: [email protected]

Abstract: To reduce the computation time needed in solving a practical optimization problem of electromagnetic devices, a fast and efficient global optimization method based on the combination of the Moving Least Squares (MLS) approximation and the Particle Swarm Optimization (PSO) method is proposed. Numerical examples are given to demonstrate the efficiency and robustness of the proposed method.

Keywords: MLS approximation, PSO, global optimization, function reconstructing

DOI: 10.3233/JAE-2007-767

Journal: International Journal of Applied Electromagnetics and Mechanics, vol. 25, no. 1-4, pp. 759-764, 2007