An object-oriented library based on computational intelligence techniques for optimization in electromagnetics

Author

Guimarães, Frederico G. ; Barros, Paulo H L ; Ramirez, Jaime A.

Author_Institution

Dept. de Engenharia Eletrica, Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil

Volume

39

Issue

4

fYear

2003

fDate

7/1/2003 12:00:00 AM

Firstpage

2121

Lastpage

2124

Abstract

This paper proposes a structure of classes that uses the concepts of object-oriented programming to develop a library based on computational intelligence techniques for optimization in electromagnetics. In this library, artificial neural networks and neurofuzzy networks are considered. Based on this division, the required classes for the library implementation are presented. Finally, the TEAM workshop problem 22 is investigated. The results obtained are in accordance with the best known in the literature.

Keywords

computational electromagnetics; fuzzy neural nets; neural net architecture; object-oriented programming; optimisation; TEAM workshop problem 22; artificial neural networks; computational intelligence techniques; electromagnetics; neurofuzzy networks; object-oriented library; object-oriented programming; optimization; Artificial neural networks; Computational intelligence; Design optimization; Electromagnetic devices; Function approximation; Libraries; Neural networks; Object oriented modeling; Object oriented programming; Optimization methods;

fLanguage

English

Journal_Title

Magnetics, IEEE Transactions on

Publisher

ieee

ISSN

0018-9464

Type

jour

DOI

10.1109/TMAG.2003.810363

Filename

1211194