Title :
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
fDate :
7/1/2003 12:00:00 AM
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;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2003.810363
