Title :
Integrating evolutionary computation with neural networks
Author :
Vonk, E. ; Jain, L.C. ; Veelenturf, L.P.J. ; Hibbs, R.
Author_Institution :
Lab. for Network Theory, Twente Univ., Enschede, Netherlands
Abstract :
There is a tremendous interest in the development of the evolutionary computation techniques as they are well suited to deal with optimization of functions containing a large number of variables. This paper presents a brief review of evolutionary computing techniques. It also discusses briefly the hybridization of evolutionary computation and neural networks and presents a solution of a classical problem using neural computing and evolutionary computing techniques
Keywords :
genetic algorithms; neural nets; evolutionary computation; neural networks; optimization; Biological cells; Computer networks; Control systems; Evolutionary computation; Genetic algorithms; Genetic mutations; Genetic programming; Knowledge engineering; Neural networks; Systems engineering and theory;
Conference_Titel :
Electronic Technology Directions to the Year 2000, 1995. Proceedings.
Conference_Location :
Adelaide, SA
Print_ISBN :
0-8186-7085-1
DOI :
10.1109/ETD.1995.403480