International Journal of Research and Analytical Reviews (IJRAR.ORG)
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ISSN Approved Journal No: E-ISSN 2348-1269, P- ISSN 2349-5138
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Paper Title
TEST CASE OPTIMIZATION USING GENETIC ALGORITHM
Authors
Reena, Pradeep Kumar Bhatia
Keywords
Genetic algorithm, test case, optimization, COTS, Testing.
Abstract
Testing plays significant role in the development of software. Testing is done with the help of test cases. The aim of test cases is to find the errors in the program. Genetic Algorithm is heuristic methods used for the optimization of test cases. GA is an iterative process. In each generation, it is the responsibility of GA to select fit individuals from the pool of individuals and discard the unfit individuals. The process of mutation and crossover is responsible for the selection of individuals for the next generation. In each generation, some individuals/chromosomes are combined using a crossover operator. After mutation, a new population is selected from the offspring and the original population. In this paper, we have applied genetic algorithm to optimize test cases on program i.e. HCF of two numbers. The best test case comes out to be (7, 2) with fitness value 140. The purpose of this paper is to provide optimized results by improving the efficiency of GA.
IJCRT's Publication Details
Unique Identification Number - IJRAR19D2415
Paper ID - 229834
Page Number(s) - 235-240
Pubished in - Volume 7 | Issue 4 | December-2018
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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Reena, Pradeep Kumar Bhatia, "TEST CASE OPTIMIZATION USING GENETIC ALGORITHM", INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS (IJCRT), ISSN:2320-2882, Volume.7, Issue 4, Page No pp.235-240, December-2018, Available at : http://www.ijcrt.org/IJRAR19D2415.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.
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Reena, Pradeep Kumar Bhatia, "TEST CASE OPTIMIZATION USING GENETIC ALGORITHM", INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS (IJCRT), ISSN:2320-2882, Volume.7, Issue 4, Page No pp.235-240, December-2018, Available at : http://www.ijcrt.org/IJRAR19D2415.pdf
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E-ISSN 2348-1269, P- ISSN 2349-5138 UGC ISSN APPROVED Journal Starting Year (ESTD) : 2014
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E-ISSN 2348-1269, P- ISSN 2349-5138 UGC ISSN APPROVED Journal Starting Year (ESTD) : 2014
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