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Neural Networks using Genetic Algorithms
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 77 - Number 14 |
| Year of Publication: 2013 |
| Authors: Richa Mahajan, Gaganpreet Kaur |
10.5120/13549-1153
|
Richa Mahajan, Gaganpreet Kaur . Neural Networks using Genetic Algorithms. International Journal of Computer Applications. 77, 14 ( September 2013), 6-11. DOI=10.5120/13549-1153
Abstract
Combining neural network with evolutionary algorithms leads to evolutionary artificial neural network. Evolutionary algorithms like GA to train neural nets choose their structure or design related aspects like the functions of their neurons. Along basic concepts of neural networks and genetic algorithm this paper includes a flexible method for solving travelling salesman problem using genetic algorithm. This offers a solution which includes a genetic algorithm implementation in order to give a maximal approximation of the problem with the reduction of cost.
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