Research Article
Neural Networks using Genetic Algorithms
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 77 - Issue 14 |
| Published: September 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
@article{ 10.5120/13549-1153,
author = { Richa Mahajan,Gaganpreet Kaur },
title = { Neural Networks using Genetic Algorithms },
journal = { International Journal of Computer Applications },
year = { 2013 },
volume = { 77 },
number = { 14 },
pages = { 6-11 },
doi = { 10.5120/13549-1153 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2013
%A Richa Mahajan
%A Gaganpreet Kaur
%T Neural Networks using Genetic Algorithms%T
%J International Journal of Computer Applications
%V 77
%N 14
%P 6-11
%R 10.5120/13549-1153
%I Foundation of Computer Science (FCS), NY, USA
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.
References
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