Software product line test list generation based on harmony search algorithm with constraints support

Software product line test list generation based on harmony search algorithm with constraints support

In software product line (SPL), selecting product's features to be tested is an essential issue to enable the manufactories to release new products earlier than others. Practically, it is impossible to test all the products’ features (i.e. exhaustive testing). Evidence has shown that several SP...

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Main Authors: Alsewari, Abdulrahman A., Kabir, M. Nomani, Kamal Z., Zamli, Alaofi, Khalid S.
Format: Article
Language:English
Published: The Science and Information (SAI) Organization Limited 2019
Subjects:
Q Science (General)
QA Mathematics
Online Access:http://umpir.ump.edu.my/id/eprint/24823/
http://umpir.ump.edu.my/id/eprint/24823/
http://umpir.ump.edu.my/id/eprint/24823/
http://umpir.ump.edu.my/id/eprint/24823/1/Software%20Product%20Line%20Test%20List%20Generation%20based%20on.pdf
id ump-24823
recordtype eprints
spelling ump-248232019-07-08T03:10:13Z http://umpir.ump.edu.my/id/eprint/24823/ Software product line test list generation based on harmony search algorithm with constraints support Alsewari, Abdulrahman A. Kabir, M. Nomani Kamal Z., Zamli Alaofi, Khalid S. Q Science (General) QA Mathematics In software product line (SPL), selecting product's features to be tested is an essential issue to enable the manufactories to release new products earlier than others. Practically, it is impossible to test all the products’ features (i.e. exhaustive testing). Evidence has shown that several SPL strategies have been proposed to generate the test list for testing purpose. Nevertheless, all the existing strategies failed to produce an optimum test list for all cases. Thus, the current study is aimed to develop a new SPL test list generation strategy based on Harmony Search (HS) algorithm, namely SPL-HS. SPL-HS generates a minimum number of test cases that cover all of the features that are required to be tested based on the required interaction degree (t). The results demonstrate that the performance of SPL-HS is able to compete with the existing SPL strategies for generating test list size. The Science and Information (SAI) Organization Limited 2019 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/24823/1/Software%20Product%20Line%20Test%20List%20Generation%20based%20on.pdf Alsewari, Abdulrahman A. and Kabir, M. Nomani and Kamal Z., Zamli and Alaofi, Khalid S. (2019) Software product line test list generation based on harmony search algorithm with constraints support. International Journal of Advanced Computer Science and Applications (IJACSA), 10 (1). pp. 605-610. ISSN 2158-107X ; 2156-5570(Online) https://doi.org/10.14569/IJACSA.2019.0100176 https://doi.org/10.14569/IJACSA.2019.0100176
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic Q Science (General)
QA Mathematics
spellingShingle Q Science (General)
QA Mathematics
Alsewari, Abdulrahman A.
Kabir, M. Nomani
Kamal Z., Zamli
Alaofi, Khalid S.
Software product line test list generation based on harmony search algorithm with constraints support
description In software product line (SPL), selecting product's features to be tested is an essential issue to enable the manufactories to release new products earlier than others. Practically, it is impossible to test all the products’ features (i.e. exhaustive testing). Evidence has shown that several SPL strategies have been proposed to generate the test list for testing purpose. Nevertheless, all the existing strategies failed to produce an optimum test list for all cases. Thus, the current study is aimed to develop a new SPL test list generation strategy based on Harmony Search (HS) algorithm, namely SPL-HS. SPL-HS generates a minimum number of test cases that cover all of the features that are required to be tested based on the required interaction degree (t). The results demonstrate that the performance of SPL-HS is able to compete with the existing SPL strategies for generating test list size.
format Article
author Alsewari, Abdulrahman A.
Kabir, M. Nomani
Kamal Z., Zamli
Alaofi, Khalid S.
author_facet Alsewari, Abdulrahman A.
Kabir, M. Nomani
Kamal Z., Zamli
Alaofi, Khalid S.
author_sort Alsewari, Abdulrahman A.
title Software product line test list generation based on harmony search algorithm with constraints support
title_short Software product line test list generation based on harmony search algorithm with constraints support
title_full Software product line test list generation based on harmony search algorithm with constraints support
title_fullStr Software product line test list generation based on harmony search algorithm with constraints support
title_full_unstemmed Software product line test list generation based on harmony search algorithm with constraints support
title_sort software product line test list generation based on harmony search algorithm with constraints support
publisher The Science and Information (SAI) Organization Limited
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/24823/
http://umpir.ump.edu.my/id/eprint/24823/
http://umpir.ump.edu.my/id/eprint/24823/
http://umpir.ump.edu.my/id/eprint/24823/1/Software%20Product%20Line%20Test%20List%20Generation%20based%20on.pdf
first_indexed 2023-09-18T22:37:48Z
last_indexed 2023-09-18T22:37:48Z
_version_ 1777416712833990656

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