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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...

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Main Authors: Alsewari, Abdulrahman A., Kamal Z., Zamli
Format: Book Section
Language:English
Published: Springer 2014
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/6917/1/fskkp-2013-alsewari-.pdf
http://umpir.ump.edu.my/id/eprint/6917/
http://dx.doi.org/10.1007/978-981-4585-42-2_30
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spelling my.ump.umpir.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 Section 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
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Alsewari, Abdulrahman A.
Kamal Z., Zamli
An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms
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.
format Book Section
author Alsewari, Abdulrahman A.
Kamal Z., Zamli
author_facet Alsewari, Abdulrahman A.
Kamal Z., Zamli
author_sort Alsewari, Abdulrahman A.
title 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_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_sort orchestrated survey on t-way test case generation strategies based on optimization algorithms
publisher Springer
publishDate 2014
url http://umpir.ump.edu.my/id/eprint/6917/1/fskkp-2013-alsewari-.pdf
http://umpir.ump.edu.my/id/eprint/6917/
http://dx.doi.org/10.1007/978-981-4585-42-2_30
_version_ 1643665494044049408
score 13.211869

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