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On the Applicability of Genetic Algorithms in Subset Sum Problem

by Apeksha Oberoi, Jyoti Gupta
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 145 - Number 9
Year of Publication: 2016
Authors: Apeksha Oberoi, Jyoti Gupta
10.5120/ijca2016910765

Apeksha Oberoi, Jyoti Gupta . On the Applicability of Genetic Algorithms in Subset Sum Problem. International Journal of Computer Applications. 145, 9 ( Jul 2016), 37-40. DOI=10.5120/ijca2016910765

@article{ 10.5120/ijca2016910765,
author = { Apeksha Oberoi, Jyoti Gupta },
title = { On the Applicability of Genetic Algorithms in Subset Sum Problem },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2016 },
volume = { 145 },
number = { 9 },
month = { Jul },
year = { 2016 },
issn = { 0975-8887 },
pages = { 37-40 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume145/number9/25310-2016910765/ },
doi = { 10.5120/ijca2016910765 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:48:23.380301+05:30
%A Apeksha Oberoi
%A Jyoti Gupta
%T On the Applicability of Genetic Algorithms in Subset Sum Problem
%J International Journal of Computer Applications
%@ 0975-8887
%V 145
%N 9
%P 37-40
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The subset sum problem is one of the most important NP complete problems. Since the problem is not a deterministic one, an artificial intelligence search techniques can help to find the answers. The problem has been solved using a novel method that uses Genetic Algorithms. Genetic algorithms are generally used for optimization problems. The work analyses the effect of changing the parameters of the algorithm on the results. The results are encouraging. This work is a continuation of one of our previous works. In order to find the gaps in the literature a review was conducted. The technique has been verified and validated using standard benchmark.

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Index Terms

Computer Science
Information Sciences

Keywords

Subset sum NP problems complexity Genetic Algorithms

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