A new variable strength t-way strategy based on the cuckoo search algorithm
Considering systematic interaction of inputs, t-way testing is a sampling strategy that generates a subset of test cases from a pool of possible tests. Many t-way testing strategies appear in the literature to date ranging from general computational ones to metaheuristic-based. Owing to its performa...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Springer
2019
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| Online Access: | http://umpir.ump.edu.my/id/eprint/26233/ http://umpir.ump.edu.my/id/eprint/26233/1/67.%20A%20new%20variable%20strength%20t-way%20strategy%20based%20on%20the%20cuckoo%20search%20algorithm.pdf http://umpir.ump.edu.my/id/eprint/26233/2/67.1%20A%20new%20variable%20strength%20t-way%20strategy%20based%20on%20the%20cuckoo%20search%20algorithm.pdf |
| _version_ | 1848822482638733312 |
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| author | Abdullah, Nasser Kamal Z., Zamli |
| author_facet | Abdullah, Nasser Kamal Z., Zamli |
| author_sort | Abdullah, Nasser |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Considering systematic interaction of inputs, t-way testing is a sampling strategy that generates a subset of test cases from a pool of possible tests. Many t-way testing strategies appear in the literature to date ranging from general computational ones to metaheuristic-based. Owing to its performance, the metaheuristicbased t-way strategies have gained significant attention recently (e.g., Particle swarmoptimization, genetic algorithm, ant colony algorithm, harmony search, and cuckoo search). Despite much progress, existing strategies have not sufficiently dealt with more than one interaction between input parameters (termed variable strength tway). Complementing existing works, this paper proposes a new variable strength cuckoo search algorithm, called VCS. Experimental results have shown promising results as VCS can compete with many existing works. |
| first_indexed | 2025-11-15T02:41:57Z |
| format | Conference or Workshop Item |
| id | ump-26233 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T02:41:57Z |
| publishDate | 2019 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-262332020-01-23T02:26:27Z http://umpir.ump.edu.my/id/eprint/26233/ A new variable strength t-way strategy based on the cuckoo search algorithm Abdullah, Nasser Kamal Z., Zamli QA76 Computer software Considering systematic interaction of inputs, t-way testing is a sampling strategy that generates a subset of test cases from a pool of possible tests. Many t-way testing strategies appear in the literature to date ranging from general computational ones to metaheuristic-based. Owing to its performance, the metaheuristicbased t-way strategies have gained significant attention recently (e.g., Particle swarmoptimization, genetic algorithm, ant colony algorithm, harmony search, and cuckoo search). Despite much progress, existing strategies have not sufficiently dealt with more than one interaction between input parameters (termed variable strength tway). Complementing existing works, this paper proposes a new variable strength cuckoo search algorithm, called VCS. Experimental results have shown promising results as VCS can compete with many existing works. Springer 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/26233/1/67.%20A%20new%20variable%20strength%20t-way%20strategy%20based%20on%20the%20cuckoo%20search%20algorithm.pdf pdf en http://umpir.ump.edu.my/id/eprint/26233/2/67.1%20A%20new%20variable%20strength%20t-way%20strategy%20based%20on%20the%20cuckoo%20search%20algorithm.pdf Abdullah, Nasser and Kamal Z., Zamli (2019) A new variable strength t-way strategy based on the cuckoo search algorithm. In: Intelligent and Interactive Computing: Proceedings of IIC 2018 , 8-9 August 2018 , Universiti Teknikal Malaysia Melaka (UTeM). pp. 193-203., 67. ISBN 978-981-13-6030-5 (Published) https://doi.org/10.1007/978-981-13-6031-2_17 https://doi.org/10.1007/978-981-13-6031-2_17 |
| spellingShingle | QA76 Computer software Abdullah, Nasser Kamal Z., Zamli A new variable strength t-way strategy based on the cuckoo search algorithm |
| title | A new variable strength t-way strategy based on the cuckoo search algorithm |
| title_full | A new variable strength t-way strategy based on the cuckoo search algorithm |
| title_fullStr | A new variable strength t-way strategy based on the cuckoo search algorithm |
| title_full_unstemmed | A new variable strength t-way strategy based on the cuckoo search algorithm |
| title_short | A new variable strength t-way strategy based on the cuckoo search algorithm |
| title_sort | new variable strength t-way strategy based on the cuckoo search algorithm |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/26233/ http://umpir.ump.edu.my/id/eprint/26233/ http://umpir.ump.edu.my/id/eprint/26233/ http://umpir.ump.edu.my/id/eprint/26233/1/67.%20A%20new%20variable%20strength%20t-way%20strategy%20based%20on%20the%20cuckoo%20search%20algorithm.pdf http://umpir.ump.edu.my/id/eprint/26233/2/67.1%20A%20new%20variable%20strength%20t-way%20strategy%20based%20on%20the%20cuckoo%20search%20algorithm.pdf |