Use of genetic algorithm to design optimal neural network structure
Abstract
In this research, neural network (NN) and genetic algorithm (GA) are used together to design optimal NN structure. The proposed approach combines the characteristics of GA and NN to reduce the computational complexity of artificial intelligence applications in design and manufacturing. Genetic input selection approach is introduced to obtain optimal NN topology. Experimental results are given to evaluate the performance of the proposed system.
Keywords
Citation
Öztürk, N. (2003), "Use of genetic algorithm to design optimal neural network structure", Engineering Computations, Vol. 20 No. 8, pp. 979-997. https://doi.org/10.1108/02644400310502982
Publisher
:MCB UP Ltd
Copyright © 2003, MCB UP Limited