Design a Tool for Generating Test Cases using Swarm Intelligence
In this research, the tools and techniques of artificial intelligence were studied and employed in software engineering. And that was conducted through using the Particle Swarm Optimization PSO and Cat Swarm Optimization CSO in generating optimal test cases of the software written with C++ language...
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| Format: | Article |
| Language: | English |
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Mosul University
2013-03-01
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| Series: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Subjects: | |
| Online Access: | https://csmj.mosuljournals.com/article_163468_7c8ac6d0ab2e8a938163f3f173685027.pdf |
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| _version_ | 1849738314137993216 |
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| author | Shahbaa Khaleel Ashraf Al Thanoon |
| author_facet | Shahbaa Khaleel Ashraf Al Thanoon |
| author_sort | Shahbaa Khaleel |
| collection | DOAJ |
| description | In this research, the tools and techniques of artificial intelligence were studied and employed in software engineering. And that was conducted through using the Particle Swarm Optimization PSO and Cat Swarm Optimization CSO in generating optimal test cases of the software written with C++ language in an automatic way because that enables the corporation which develops the program to save time and costs as well as ensuring the test process quality, which is estimated by 50% of the product cost. In this research, the software engineering tool Generate Test Suite GTS TOOL was constructed and modeled with the aid of the computer, which is used to generate optimal test cases automatically and this tool also support the drawing of the control flowgraphs and paths inside the program and tests each path using CSO and PSO. The proposed tool succeeded in generating optimal test cases for several programs and in a very short time. The average of generating the test cases using PSO was 4 minutes and 1.2 minutes for CSO. Where the performance of the CSO was much better than the performance of PSO. |
| format | Article |
| id | doaj-art-2596528300c44532ae310c091d99be21 |
| institution | DOAJ |
| issn | 1815-4816 2311-7990 |
| language | English |
| publishDate | 2013-03-01 |
| publisher | Mosul University |
| record_format | Article |
| series | Al-Rafidain Journal of Computer Sciences and Mathematics |
| spelling | doaj-art-2596528300c44532ae310c091d99be212025-08-20T03:06:39ZengMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics1815-48162311-79902013-03-0110142144410.33899/csmj.2013.163468163468Design a Tool for Generating Test Cases using Swarm IntelligenceShahbaa Khaleel0Ashraf Al Thanoon1College of Computer Sciences and Mathematics University of Mosul, Mosul, IraqCollege of Computer Sciences and Mathematics University of Mosul, Mosul, IraqIn this research, the tools and techniques of artificial intelligence were studied and employed in software engineering. And that was conducted through using the Particle Swarm Optimization PSO and Cat Swarm Optimization CSO in generating optimal test cases of the software written with C++ language in an automatic way because that enables the corporation which develops the program to save time and costs as well as ensuring the test process quality, which is estimated by 50% of the product cost. In this research, the software engineering tool Generate Test Suite GTS TOOL was constructed and modeled with the aid of the computer, which is used to generate optimal test cases automatically and this tool also support the drawing of the control flowgraphs and paths inside the program and tests each path using CSO and PSO. The proposed tool succeeded in generating optimal test cases for several programs and in a very short time. The average of generating the test cases using PSO was 4 minutes and 1.2 minutes for CSO. Where the performance of the CSO was much better than the performance of PSO.https://csmj.mosuljournals.com/article_163468_7c8ac6d0ab2e8a938163f3f173685027.pdfparticle swarm optimization psocat swarm optimization csocontrol flowgraphstest cases |
| spellingShingle | Shahbaa Khaleel Ashraf Al Thanoon Design a Tool for Generating Test Cases using Swarm Intelligence Al-Rafidain Journal of Computer Sciences and Mathematics particle swarm optimization pso cat swarm optimization cso control flowgraphs test cases |
| title | Design a Tool for Generating Test Cases using Swarm Intelligence |
| title_full | Design a Tool for Generating Test Cases using Swarm Intelligence |
| title_fullStr | Design a Tool for Generating Test Cases using Swarm Intelligence |
| title_full_unstemmed | Design a Tool for Generating Test Cases using Swarm Intelligence |
| title_short | Design a Tool for Generating Test Cases using Swarm Intelligence |
| title_sort | design a tool for generating test cases using swarm intelligence |
| topic | particle swarm optimization pso cat swarm optimization cso control flowgraphs test cases |
| url | https://csmj.mosuljournals.com/article_163468_7c8ac6d0ab2e8a938163f3f173685027.pdf |
| work_keys_str_mv | AT shahbaakhaleel designatoolforgeneratingtestcasesusingswarmintelligence AT ashrafalthanoon designatoolforgeneratingtestcasesusingswarmintelligence |