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DOI: 10.14569/IJACSA.2023.0140852
PDF

Pairwise Test Case Generation using (1+1) Evolutionary Algorithm for Software Product Line Testing

Author 1: Sharafeldin Kabashi Khatir
Author 2: Rabatul Aduni Binti Sulaiman
Author 3: Mohammed Adam Kunna Azrag
Author 4: Jasni Mohamad Zain
Author 5: Julius Beneoluchi Odili
Author 6: Samer Ali Al-Shami

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 14 Issue 8, 2023.

  • Abstract and Keywords
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Abstract: Software product line SPLs, or software product lines, are groups of similar software systems that share some commonalities but stand out from one another in terms of the features they offer. Over the past few decades, SPLs have been the focus of a great deal of study and implementation in both the academic and commercial sectors. Using SPLs has been shown to improve product customization and decrease time to market. Additional difficulties arise when testing SPLs because it is impractical to test all possible product permutations. The use of Combinatorial Testing in SPL testing has been the subject of extensive study in recent years. The purpose of this study is to gather and analyze data on combinatorial testing applications in SPL, apply Pairwise Testing using (1+1) evolutionary algorithms to SPL across four case studies, and assess the algorithms' efficacy using predetermined evaluation criteria. According to the findings, the performance of this technique is superior when the case study is larger, that is, when it has a higher number of features, than when the case study is smaller in scale.

Keywords: SPL; SPL testing; combinatorial testing; pairwise testing; evolutionary algorithm; 1+1 EA

Sharafeldin Kabashi Khatir, Rabatul Aduni Binti Sulaiman, Mohammed Adam Kunna Azrag, Jasni Mohamad Zain, Julius Beneoluchi Odili and Samer Ali Al-Shami, “Pairwise Test Case Generation using (1+1) Evolutionary Algorithm for Software Product Line Testing” International Journal of Advanced Computer Science and Applications(IJACSA), 14(8), 2023. http://dx.doi.org/10.14569/IJACSA.2023.0140852

@article{Khatir2023,
title = {Pairwise Test Case Generation using (1+1) Evolutionary Algorithm for Software Product Line Testing},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2023.0140852},
url = {http://dx.doi.org/10.14569/IJACSA.2023.0140852},
year = {2023},
publisher = {The Science and Information Organization},
volume = {14},
number = {8},
author = {Sharafeldin Kabashi Khatir and Rabatul Aduni Binti Sulaiman and Mohammed Adam Kunna Azrag and Jasni Mohamad Zain and Julius Beneoluchi Odili and Samer Ali Al-Shami}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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