An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms
The test case construction is amongst the most labor-intensive tasks and has significant influence on the effectiveness and efficiency in software testing. Due to the market needed for diverse types of tests, recently, several number of t-way testing strategies (where t indicates the interaction str...
| Main Authors: | , |
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| Format: | Book Chapter |
| Language: | English |
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Springer
2014
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/6917/ http://umpir.ump.edu.my/id/eprint/6917/1/fskkp-2013-alsewari-.pdf |
| _version_ | 1848817882422575104 |
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| author | Alsewari, Abdulrahman A. Kamal Z., Zamli |
| author_facet | Alsewari, Abdulrahman A. Kamal Z., Zamli |
| author_sort | Alsewari, Abdulrahman A. |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The test case construction is amongst the most labor-intensive tasks and has significant influence on the effectiveness and efficiency in software testing. Due to the market needed for diverse types of tests, recently, several number of t-way testing strategies (where t indicates the interaction strengths) have been developed adopting different approaches Algebraic, Pure computational, and Optimization Algorithms (OpA). This paper presents an orchestrated survey of the existing OpA t-way strategies as Simulated Annealing (SA), Genetic Algorithm (GA), Ant Colony Algorithm (ACA), Particle Swarm Optimization based strategy (PSTG), and Harmony Search Strategy (HSS). The results demonstrate the strength and the limitations of each strategy, thereby highlighting possible research for future work in this area. |
| first_indexed | 2025-11-15T01:28:50Z |
| format | Book Chapter |
| id | ump-6917 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:28:50Z |
| publishDate | 2014 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-69172018-01-15T07:41:34Z http://umpir.ump.edu.my/id/eprint/6917/ An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms Alsewari, Abdulrahman A. Kamal Z., Zamli QA76 Computer software The test case construction is amongst the most labor-intensive tasks and has significant influence on the effectiveness and efficiency in software testing. Due to the market needed for diverse types of tests, recently, several number of t-way testing strategies (where t indicates the interaction strengths) have been developed adopting different approaches Algebraic, Pure computational, and Optimization Algorithms (OpA). This paper presents an orchestrated survey of the existing OpA t-way strategies as Simulated Annealing (SA), Genetic Algorithm (GA), Ant Colony Algorithm (ACA), Particle Swarm Optimization based strategy (PSTG), and Harmony Search Strategy (HSS). The results demonstrate the strength and the limitations of each strategy, thereby highlighting possible research for future work in this area. Springer 2014 Book Chapter PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6917/1/fskkp-2013-alsewari-.pdf Alsewari, Abdulrahman A. and Kamal Z., Zamli (2014) An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms. In: The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications. Lecture Notes in Electrical Engineering, 291 . Springer, Singapore, pp. 255-263. ISBN 978-981-4585-41-5 (print); 978-981-4585-42-2 (online) http://dx.doi.org/10.1007/978-981-4585-42-2_30 DOI: 10.1007/978-981-4585-42-2_30 |
| spellingShingle | QA76 Computer software Alsewari, Abdulrahman A. Kamal Z., Zamli An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms |
| title | An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms |
| title_full | An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms |
| title_fullStr | An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms |
| title_full_unstemmed | An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms |
| title_short | An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms |
| title_sort | orchestrated survey on t-way test case generation strategies based on optimization algorithms |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/6917/ http://umpir.ump.edu.my/id/eprint/6917/ http://umpir.ump.edu.my/id/eprint/6917/ http://umpir.ump.edu.my/id/eprint/6917/1/fskkp-2013-alsewari-.pdf |