Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem
Software system is often a dynamic entity. During its lifecycle, software system often evolves to reflect the bug fixes and upgrades as well as the addition/removal of features from its users. As the evolution process takes place, the modularization becomes complex and gradually loose its quality. A...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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Springer
2021
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| Online Access: | http://umpir.ump.edu.my/id/eprint/32782/ http://umpir.ump.edu.my/id/eprint/32782/1/19.%20Chaotic%20map%20initializations%20with%20tiki-taka%20algorithm%20for%20software%20remodularization%20problem.pdf http://umpir.ump.edu.my/id/eprint/32782/2/19.1%20Chaotic%20map%20initializations%20with%20tiki-taka%20algorithm%20for%20software%20remodularization%20problem.pdf |
| _version_ | 1848824108975915008 |
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| author | Kamal Z., Zamli Kader, Md. Abdul |
| author_facet | Kamal Z., Zamli Kader, Md. Abdul |
| author_sort | Kamal Z., Zamli |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Software system is often a dynamic entity. During its lifecycle, software system often evolves to reflect the bug fixes and upgrades as well as the addition/removal of features from its users. As the evolution process takes place, the modularization becomes complex and gradually loose its quality. Addressing this issue, this paper evaluates the performance of automated software remodularization using the newly developed Tiki-Taka Algorithm (TTA) and its variants with four chaotic map initializations based on Chebyshev map, Circle map, Logistic Map and Piecewise Map. Remodularization results of 3 selected case studies (i.e., Printer Manager, IOT controller, and Layer Monitor) demonstrate that TTA with Chebyshev map gives the best overall performance over other initializations including the pseudo-random initialization within the original TTA. |
| first_indexed | 2025-11-15T03:07:48Z |
| format | Conference or Workshop Item |
| id | ump-32782 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T03:07:48Z |
| publishDate | 2021 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-327822022-06-14T05:04:39Z http://umpir.ump.edu.my/id/eprint/32782/ Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem Kamal Z., Zamli Kader, Md. Abdul QA76 Computer software Software system is often a dynamic entity. During its lifecycle, software system often evolves to reflect the bug fixes and upgrades as well as the addition/removal of features from its users. As the evolution process takes place, the modularization becomes complex and gradually loose its quality. Addressing this issue, this paper evaluates the performance of automated software remodularization using the newly developed Tiki-Taka Algorithm (TTA) and its variants with four chaotic map initializations based on Chebyshev map, Circle map, Logistic Map and Piecewise Map. Remodularization results of 3 selected case studies (i.e., Printer Manager, IOT controller, and Layer Monitor) demonstrate that TTA with Chebyshev map gives the best overall performance over other initializations including the pseudo-random initialization within the original TTA. Springer 2021 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/32782/1/19.%20Chaotic%20map%20initializations%20with%20tiki-taka%20algorithm%20for%20software%20remodularization%20problem.pdf pdf en http://umpir.ump.edu.my/id/eprint/32782/2/19.1%20Chaotic%20map%20initializations%20with%20tiki-taka%20algorithm%20for%20software%20remodularization%20problem.pdf Kamal Z., Zamli and Kader, Md. Abdul (2021) Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem. In: Lecture Notes in Mechanical Engineering; Human Engineering Symposium, HUMENS 2021 , 22 February 2021 , Virtual Conference. 91 -100. (266559). ISSN 2195-4356 ISBN 978-981164114-5 (Published) https://doi.org/10.1007/978-981-16-4115-2_7 |
| spellingShingle | QA76 Computer software Kamal Z., Zamli Kader, Md. Abdul Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem |
| title | Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem |
| title_full | Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem |
| title_fullStr | Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem |
| title_full_unstemmed | Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem |
| title_short | Chaotic map initializations with Tiki-Taka algorithm for software remodularization problem |
| title_sort | chaotic map initializations with tiki-taka algorithm for software remodularization problem |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/32782/ http://umpir.ump.edu.my/id/eprint/32782/ http://umpir.ump.edu.my/id/eprint/32782/1/19.%20Chaotic%20map%20initializations%20with%20tiki-taka%20algorithm%20for%20software%20remodularization%20problem.pdf http://umpir.ump.edu.my/id/eprint/32782/2/19.1%20Chaotic%20map%20initializations%20with%20tiki-taka%20algorithm%20for%20software%20remodularization%20problem.pdf |