Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm
Now a day's software is the baseline for the success of any organization. There is a huge demand of quality software in the customer-oriented market. Regression testing makes it possible but it’s a costly affair. Regression test suite minimization is way to reduce this cost but it is NP hard pr...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | fas |
| Published: |
University of Tehran
2021-01-01
|
| Series: | Journal of Information Technology Management |
| Subjects: | |
| Online Access: | https://jitm.ut.ac.ir/article_80023_fb8cead301cdef4c8c34c42c89c1be57.pdf |
| _version_ | 1818402475393155072 |
|---|---|
| author | Abhishek Singh Verma Ankur Choudhary Shailesh Tiwari |
| author_facet | Abhishek Singh Verma Ankur Choudhary Shailesh Tiwari |
| author_sort | Abhishek Singh Verma |
| collection | DOAJ |
| description | Now a day's software is the baseline for the success of any organization. There is a huge demand of quality software in the customer-oriented market. Regression testing makes it possible but it’s a costly affair. Regression test suite minimization is way to reduce this cost but it is NP hard problem. This paper proposes an effective approach for regression test suite minimization using Artificial Ecosystem Optimization algorithm. To improve its performance a modified Artificial Ecosystem Optimization algorithm is proposed for Test case minimization. To evaluate the performance of proposed approach experiment is conducted in controlled parameter setting on open-source subject program from SIR repository. The results are collected and analyzed in comparison to existing approaches using statistical test. The test results reflect the superiority of proposed approach. |
| first_indexed | 2024-12-14T08:08:57Z |
| format | Article |
| id | doaj.art-0e84e6df073b4b0b97f7b23245ddf23d |
| institution | Directory Open Access Journal |
| issn | 2008-5893 2423-5059 |
| language | fas |
| last_indexed | 2024-12-14T08:08:57Z |
| publishDate | 2021-01-01 |
| publisher | University of Tehran |
| record_format | Article |
| series | Journal of Information Technology Management |
| spelling | doaj.art-0e84e6df073b4b0b97f7b23245ddf23d2022-12-21T23:10:06ZfasUniversity of TehranJournal of Information Technology Management2008-58932423-50592021-01-01131224110.22059/jitm.2021.8002380023Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization AlgorithmAbhishek Singh Verma0Ankur Choudhary1Shailesh Tiwari2Assistant Professor, CSED, School of Engineering & Technology, Sharda University, Greater Noida, India.Professor, Department of Computer Science & Engineering, Sharda University, Greater Noida, India.Professor, Department of Computer Science & Engineering, ABES Engineering College, Ghaziabad, India.Now a day's software is the baseline for the success of any organization. There is a huge demand of quality software in the customer-oriented market. Regression testing makes it possible but it’s a costly affair. Regression test suite minimization is way to reduce this cost but it is NP hard problem. This paper proposes an effective approach for regression test suite minimization using Artificial Ecosystem Optimization algorithm. To improve its performance a modified Artificial Ecosystem Optimization algorithm is proposed for Test case minimization. To evaluate the performance of proposed approach experiment is conducted in controlled parameter setting on open-source subject program from SIR repository. The results are collected and analyzed in comparison to existing approaches using statistical test. The test results reflect the superiority of proposed approach.https://jitm.ut.ac.ir/article_80023_fb8cead301cdef4c8c34c42c89c1be57.pdftest suite minimizationregression testingaeomaeo |
| spellingShingle | Abhishek Singh Verma Ankur Choudhary Shailesh Tiwari Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm Journal of Information Technology Management test suite minimization regression testing aeo maeo |
| title | Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm |
| title_full | Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm |
| title_fullStr | Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm |
| title_full_unstemmed | Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm |
| title_short | Regression Test Suite Minimization Using Modified Artificial Ecosystem Optimization Algorithm |
| title_sort | regression test suite minimization using modified artificial ecosystem optimization algorithm |
| topic | test suite minimization regression testing aeo maeo |
| url | https://jitm.ut.ac.ir/article_80023_fb8cead301cdef4c8c34c42c89c1be57.pdf |
| work_keys_str_mv | AT abhisheksinghverma regressiontestsuiteminimizationusingmodifiedartificialecosystemoptimizationalgorithm AT ankurchoudhary regressiontestsuiteminimizationusingmodifiedartificialecosystemoptimizationalgorithm AT shaileshtiwari regressiontestsuiteminimizationusingmodifiedartificialecosystemoptimizationalgorithm |