An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation
In the field of software testing, several meta-heuristics algorithms have been successfully used for finding an optimized t-way test suite (where t refers to covering level). T-way testing strategies adopt the meta-heuristic algorithms to generate the smallest/optimal test suite. However, the existi...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Springer
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/27274/1/Full%20paper%20IRICT2019-IJA%20-3_1.pdf |
| _version_ | 1825813135827664896 |
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| author | Abdullah, Nasser Hujainah, Fadhl Al-Sewari, Abdulrahman A. Kamal Z., Zamli |
| author_facet | Abdullah, Nasser Hujainah, Fadhl Al-Sewari, Abdulrahman A. Kamal Z., Zamli |
| author_sort | Abdullah, Nasser |
| collection | UMP |
| description | In the field of software testing, several meta-heuristics algorithms have been successfully used for finding an optimized t-way test suite (where t refers to covering level). T-way testing strategies adopt the meta-heuristic algorithms to generate the smallest/optimal test suite. However, the existing t-way strategies’ results show that no single strategy appears to be superior in all problems. The aim of this paper to propose a new variant of Jaya algorithm for generating t-way test suite called Improved Jaya Algorithm (IJA). In fact, the performance of meta-heuristic algorithms highly depends on the intensification and diversification ca-pabilities. IJA enhances the intensification and diversification capabilities by in-troducing new operators search such lévy flight and mutation operator in Jaya Algorithm. Experimental results show that the IJA variant improves the results of original Jaya algorithm, also overcomes the problems of slow convergence of Ja-ya algorithm. |
| first_indexed | 2024-03-06T12:39:32Z |
| format | Conference or Workshop Item |
| id | UMPir27274 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:39:32Z |
| publishDate | 2020 |
| publisher | Springer |
| record_format | dspace |
| spelling | UMPir272742020-01-20T03:02:34Z http://umpir.ump.edu.my/id/eprint/27274/ An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation Abdullah, Nasser Hujainah, Fadhl Al-Sewari, Abdulrahman A. Kamal Z., Zamli T Technology (General) In the field of software testing, several meta-heuristics algorithms have been successfully used for finding an optimized t-way test suite (where t refers to covering level). T-way testing strategies adopt the meta-heuristic algorithms to generate the smallest/optimal test suite. However, the existing t-way strategies’ results show that no single strategy appears to be superior in all problems. The aim of this paper to propose a new variant of Jaya algorithm for generating t-way test suite called Improved Jaya Algorithm (IJA). In fact, the performance of meta-heuristic algorithms highly depends on the intensification and diversification ca-pabilities. IJA enhances the intensification and diversification capabilities by in-troducing new operators search such lévy flight and mutation operator in Jaya Algorithm. Experimental results show that the IJA variant improves the results of original Jaya algorithm, also overcomes the problems of slow convergence of Ja-ya algorithm. Springer 2020 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27274/1/Full%20paper%20IRICT2019-IJA%20-3_1.pdf Abdullah, Nasser and Hujainah, Fadhl and Al-Sewari, Abdulrahman A. and Kamal Z., Zamli (2020) An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation. In: Emerging Trends in Intelligent Computing and Informatics. IRICT 2019 , 22-23 September 2019 , Johor Bahru, Johor, Malaysia. pp. 352-361., 1073. ISBN 978-3-030-33582-3 (Published) https://doi.org/10.1007/978-3-030-33582-3_34 |
| spellingShingle | T Technology (General) Abdullah, Nasser Hujainah, Fadhl Al-Sewari, Abdulrahman A. Kamal Z., Zamli An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation |
| title | An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation |
| title_full | An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation |
| title_fullStr | An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation |
| title_full_unstemmed | An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation |
| title_short | An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation |
| title_sort | improved jaya algorithm based strategy for t way test suite generation |
| topic | T Technology (General) |
| url | http://umpir.ump.edu.my/id/eprint/27274/1/Full%20paper%20IRICT2019-IJA%20-3_1.pdf |
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