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Neural Networks using Genetic Algorithms

by Richa Mahajan, Gaganpreet Kaur
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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

@article{ 10.5120/13549-1153,
author = { Richa Mahajan, Gaganpreet Kaur },
title = { Neural Networks using Genetic Algorithms },
journal = { International Journal of Computer Applications },
issue_date = { September 2013 },
volume = { 77 },
number = { 14 },
month = { September },
year = { 2013 },
issn = { 0975-8887 },
pages = { 6-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume77/number14/13549-1153/ },
doi = { 10.5120/13549-1153 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:49:01.470449+05:30
%A Richa Mahajan
%A Gaganpreet Kaur
%T Neural Networks using Genetic Algorithms
%J International Journal of Computer Applications
%@ 0975-8887
%V 77
%N 14
%P 6-11
%D 2013
%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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Index Terms

Computer Science
Information Sciences

Keywords

Genetic algorithm Neural network Travelling Salesman problem.

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