Title :
Using genetic algorithms with grammar encoding to generate neural networks
Author :
Vonk, E. ; Jain, L.C. ; Johnson, R.
Author_Institution :
Dept. of Electr. Eng., Twente Univ., Enschede, Netherlands
Abstract :
Kitano´s approach to neural network design is extended in the sense that not just the neural network structure, but also the values of the weights are coded in the chromosome. Experimental results are presented demonstrating the capability of the technique in the solution of a standard test problem
Keywords :
backpropagation; encoding; feedforward neural nets; genetic algorithms; grammars; Kitano´s method; backpropagation; chromosome; feedforward neural networks; genetic algorithms; grammar encoding; matrix grammar; weights; Australia; Biological cells; Control systems; Encoding; Genetic algorithms; Knowledge engineering; Neural networks; Systems engineering and theory; Testing; Weapons;
Conference_Titel :
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-2768-3
DOI :
10.1109/ICNN.1995.488965
