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Genetic based Algorithm for N - Puzzle Problem

by Harsh Bhasin, Neha Singla
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 51 - Number 22
Year of Publication: 2012
Authors: Harsh Bhasin, Neha Singla
10.5120/8347-1894

Harsh Bhasin, Neha Singla . Genetic based Algorithm for N - Puzzle Problem. International Journal of Computer Applications. 51, 22 ( August 2012), 44-50. DOI=10.5120/8347-1894

@article{ 10.5120/8347-1894,
author = { Harsh Bhasin, Neha Singla },
title = { Genetic based Algorithm for N - Puzzle Problem },
journal = { International Journal of Computer Applications },
issue_date = { August 2012 },
volume = { 51 },
number = { 22 },
month = { August },
year = { 2012 },
issn = { 0975-8887 },
pages = { 44-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume51/number22/8347-1894/ },
doi = { 10.5120/8347-1894 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:51:04.389953+05:30
%A Harsh Bhasin
%A Neha Singla
%T Genetic based Algorithm for N - Puzzle Problem
%J International Journal of Computer Applications
%@ 0975-8887
%V 51
%N 22
%P 44-50
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

N – Puzzle problem is an important problem in mathematics and has implications in Artificial Intelligence especially in gaming. The work presented reviews the previous attempts to solve this problem. A formal definition of the problem has been presented. The reason why it is considered as NP hard problem and why Genetic Algorithms (GAs) is applied has been explained. The work here by presents a GAs based algorithm to solve N – Puzzle problem. The algorithm has been analyzed and it is a sturdy belief that the presented algorithm has complexity better than most of the works studied. The work is a part of larger endeavor to solve all NP Hard problems by GAs.

References
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Index Terms

Computer Science
Information Sciences

Keywords

N – Puzzle problem Genetic Algorithms NP Hard Solvability Iterative Deepening

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