DocumentCode
1428014
Title
A Modified Imperialist Competitive Algorithm for Optimization in Electromagnetics
Author
Coelho, Leandro Dos S ; Afonso, Leonardo D. ; Alotto, Piergiorgio
Author_Institution
Autom. & Syst. Lab., Pontifical Catholic Univ. of Parana, Curitiba, Brazil
Volume
48
Issue
2
fYear
2012
Firstpage
579
Lastpage
582
Abstract
Recently, a new kind of socio-politically motivated global search metaheuristic called imperialist competitive algorithm (ICA) was proposed. ICA is based on a form of imperialistic competition in which the populations are represented by countries divided among imperialists and colonies. In this paper, a modified ICA (MICA) approach based on concepts of attraction and repulsion between the colony and its imperialist is introduced during the search for better solutions. A brushless direct current wheel motor benchmark problem is used to investigate the performance of the classical ICA and the proposed MICA and results are shown to be competitive with those of other well-established optimization methods.
Keywords
electromagnetic waves; evolutionary computation; optimisation; physics computing; ICA; brushless direct current wheel motor benchmark problem; electromagnetics; imperialist competitive algorithm; modified ICA; optimization; optimization methods; Benchmark testing; Brushless DC motors; Electromagnetics; Optimization; Wheels; Electromagnetics; evolutionary computation; optimization;
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2011.2172400
Filename
6136587
Link To Document