Title :
Modified restricted Coulomb energy neural network
Author :
Olmez, Tamer ; Yazgan, E. ; Ersoy, Okan K.
Author_Institution :
Dept. of Electr. and Electron Eng., Istanbul Tech. Univ., Turkey
Abstract :
A modified RCE network is presented. In the new algorithm, the locations of the centres of the hyperspheres are optimised in order to minimise the number of hyperspheres used and to improve classification performance. The optimisation is carried out with the genetic algorithm.
Keywords :
genetic algorithms; neural nets; pattern recognition; RCE network; genetic algorithm; hypersphere centres; optimisation; pattern classification performance; restricted Coulomb energy neural network;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19931307
