One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS

Software testing is required to verify and validate systems. Combinatorial testing in one of the significant testing techniques. Design and select test cases for combinatorial testing considered as combinatorial problem. Even though there are some existing optimization algorithm based combinatorial...

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Main Authors:	Al-Sewari, Abdul Rahman Ahmed Mohammed, Mu’aza, Aminu Aminu, Rassem, Taha H., Tairan, Nasser M., Shah, Habib, Kamal Z., Zamli
Format:	Article
Language:	English
Published:	American Scientific Publisher 2018
Subjects:	QA Mathematics
Online Access:	http://umpir.ump.edu.my/id/eprint/19585/ http://umpir.ump.edu.my/id/eprint/19585/ http://umpir.ump.edu.my/id/eprint/19585/ http://umpir.ump.edu.my/id/eprint/19585/1/One%20Parameter%20at%20a%20time%20Combinatorial%20Testing%20Strategy.pdf

id	ump-19585
recordtype	eprints
spelling	ump-195852018-11-05T06:18:10Z http://umpir.ump.edu.my/id/eprint/19585/ One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS Al-Sewari, Abdul Rahman Ahmed Mohammed Mu’aza, Aminu Aminu Rassem, Taha H. Tairan, Nasser M. Shah, Habib Kamal Z., Zamli QA Mathematics Software testing is required to verify and validate systems. Combinatorial testing in one of the significant testing techniques. Design and select test cases for combinatorial testing considered as combinatorial problem. Even though there are some existing optimization algorithm based combinatorial testing strategies, that minimize the number of test cases, but most of these strategies based on one-test-at-a-time (OTAT) approach and none of them has adopted the one-parameter-at-a-time (OPAT) approach. Therefore, this paper will propose a new OPAT strategy based on Harmony Search Algorithm (HS) called OPAT-HS. OPAT-HS was originally designed only to support Covering Array (CA) and Mixed Covering Array (MCA) for uniform interaction strength. The result obtained in the experiments appears that OPAT-HS is always best at configurations with MCA notations. American Scientific Publisher 2018-11 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/19585/1/One%20Parameter%20at%20a%20time%20Combinatorial%20Testing%20Strategy.pdf Al-Sewari, Abdul Rahman Ahmed Mohammed and Mu’aza, Aminu Aminu and Rassem, Taha H. and Tairan, Nasser M. and Shah, Habib and Kamal Z., Zamli (2018) One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS. Advanced Science Letters, 24 (10). pp. 7273-7277. ISSN 1936-6612 https://doi.org/10.1166/asl.2018.12927 DOI: 10.1166/asl.2018.12927
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA Mathematics
spellingShingle	QA Mathematics Al-Sewari, Abdul Rahman Ahmed Mohammed Mu’aza, Aminu Aminu Rassem, Taha H. Tairan, Nasser M. Shah, Habib Kamal Z., Zamli One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
description	Software testing is required to verify and validate systems. Combinatorial testing in one of the significant testing techniques. Design and select test cases for combinatorial testing considered as combinatorial problem. Even though there are some existing optimization algorithm based combinatorial testing strategies, that minimize the number of test cases, but most of these strategies based on one-test-at-a-time (OTAT) approach and none of them has adopted the one-parameter-at-a-time (OPAT) approach. Therefore, this paper will propose a new OPAT strategy based on Harmony Search Algorithm (HS) called OPAT-HS. OPAT-HS was originally designed only to support Covering Array (CA) and Mixed Covering Array (MCA) for uniform interaction strength. The result obtained in the experiments appears that OPAT-HS is always best at configurations with MCA notations.
format	Article
author	Al-Sewari, Abdul Rahman Ahmed Mohammed Mu’aza, Aminu Aminu Rassem, Taha H. Tairan, Nasser M. Shah, Habib Kamal Z., Zamli
author_facet	Al-Sewari, Abdul Rahman Ahmed Mohammed Mu’aza, Aminu Aminu Rassem, Taha H. Tairan, Nasser M. Shah, Habib Kamal Z., Zamli
author_sort	Al-Sewari, Abdul Rahman Ahmed Mohammed
title	One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
title_short	One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
title_full	One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
title_fullStr	One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
title_full_unstemmed	One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
title_sort	one parameter at a time combinatorial testing strategy based on harmony search algorithm opat-hs
publisher	American Scientific Publisher
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/19585/ http://umpir.ump.edu.my/id/eprint/19585/ http://umpir.ump.edu.my/id/eprint/19585/ http://umpir.ump.edu.my/id/eprint/19585/1/One%20Parameter%20at%20a%20time%20Combinatorial%20Testing%20Strategy.pdf
first_indexed	2023-09-18T22:28:00Z
last_indexed	2023-09-18T22:28:00Z
_version_	1777416096201048064

One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS

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