eprintid: 2491
rev_number: 10
eprint_status: archive
userid: 11
dir: disk0/00/00/24/91
datestamp: 2017-06-12 04:03:31
lastmod: 2017-06-12 04:04:31
status_changed: 2017-06-12 04:03:31
type: article
metadata_visibility: show
creators_name: Xia, Bin
creators_name: Pham, Minh Trien
creators_name: Zhang, Y.
creators_name: Koh, Chang Seop
creators_id: trienpm@vnu.edu.vn
title: A Global Optimization Algorithm for Electromagnetic Devices by Combining Adaptive Taylor Kriging and Particle Swarm Optimization
ispublished: pub
subjects: ECE
subjects: ElectronicsandComputerEngineering
subjects: isi
divisions: fac_fet
keywords: covariance analysis;electromagnetic devices;electromagnetic fields;maximum likelihood estimation;particle swarm optimisation;MLE;PSO;adaptive Taylor Kriging;analytic functions;covariance parameter;electromagnetic analysis;electromagnetic devices;electromagnetic problem;global optimization;maximum likelihood estimation;particle swarm optimization;Adaptive Taylor Kriging;TEAM problem 22;maximum likelihood estimation;particle swarm optimization
abstract: Abstract:

This paper presents an efficient optimization strategy which employs adaptive Taylor Kriging and Particle Swarm Optimization (PSO). In this method, the objective function of electromagnetic problem is interpolated by using adaptive Taylor Kriging, in which the covariance parameter is obtained by Maximum Likelihood Estimation (MLE). And then, PSO is used to search for optimal solutions of electromagnetic problem. The proposed algorithm is verified its validity by analytic functions and TEAM (Testing of Electromagnetic Analysis Method) problem 22.
date: 2013-05
date_type: published
publisher: IEEE
full_text_status: none
publication: IEEE Transactions on Magnetics
volume: 49
number: 5
pagerange: 2061-2064
refereed: TRUE
issn: 0018-9464
citation:   Xia, Bin and Pham, Minh Trien and Zhang, Y. and Koh, Chang Seop  (2013) A Global Optimization Algorithm for Electromagnetic Devices by Combining Adaptive Taylor Kriging and Particle Swarm Optimization.  IEEE Transactions on Magnetics, 49  (5).   pp. 2061-2064.  ISSN 0018-9464