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Analysis of Reliability and Cost Tradeoffs in Architecture based Software Applications using a Genetic Algorithm

by Poonam Panwar, Ankur Garg
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 72 - Number 1
Year of Publication: 2013
Authors: Poonam Panwar, Ankur Garg
10.5120/12460-8814

Poonam Panwar, Ankur Garg . Analysis of Reliability and Cost Tradeoffs in Architecture based Software Applications using a Genetic Algorithm. International Journal of Computer Applications. 72, 1 ( June 2013), 33-37. DOI=10.5120/12460-8814

@article{ 10.5120/12460-8814,
author = { Poonam Panwar, Ankur Garg },
title = { Analysis of Reliability and Cost Tradeoffs in Architecture based Software Applications using a Genetic Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { June 2013 },
volume = { 72 },
number = { 1 },
month = { June },
year = { 2013 },
issn = { 0975-8887 },
pages = { 33-37 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume72/number1/12460-8814/ },
doi = { 10.5120/12460-8814 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:36:47.576628+05:30
%A Poonam Panwar
%A Ankur Garg
%T Analysis of Reliability and Cost Tradeoffs in Architecture based Software Applications using a Genetic Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 72
%N 1
%P 33-37
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

It is always a very costly process to achieve a high level of reliability in software industry. So it is desirable for an industry to design software with minimum cost and optimal level of reliability. This paper addresses the problem of maximizing reliability of software by minimizing the overall cost of software. The technique deals with selecting various modules of application with optimal reliability of each to obtain desired level of reliability and cost of application. The problem is divided into three sections. Firstly it considered reliability of application as constraint to find optimal cost, secondly the cost is taken as constraint to find maximum amount of reliability for given cost constraint. At last the GA is used to find an optimal solution using both cost and reliability constraints exist.

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Index Terms

Computer Science
Information Sciences

Keywords

RCR DTMC GA development cost complexity of the software

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