Tuning of Cuckoo Search Based Strategy for T-Way Testing
Cuckoo Search Strategy (CSS) is the newly developed strategy based on the Cuckoo Search Algorithm. In order to achieve best performance, a number of parameters in the Cuckoo Search Algorithm needs to be tuned namely the nest size, the elitism probability, and the repetition. This paper describes t...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Asian Research Publishing Network (ARPN)
2015
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/11811/ http://umpir.ump.edu.my/id/eprint/11811/1/Tuning%20Of%20Cuckoo%20Search%20Based%20Strategy%20For%20T-Way%20Testing.pdf |
| _version_ | 1848819081873981440 |
|---|---|
| author | Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli |
| author_facet | Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli |
| author_sort | Abdullah, Nasser |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Cuckoo Search Strategy (CSS) is the newly developed strategy based on the Cuckoo Search Algorithm. In order
to achieve best performance, a number of parameters in the Cuckoo Search Algorithm needs to be tuned namely the nest
size, the elitism probability, and the repetition. This paper describes the tuning process for Cuckoo Search Algorithm
involving t-way testing, that is, by taking the standard covering array involving CA (N, 2, 46). Our initial experiment
results using obtained range of parameter values of CSS demonstration that CSS able to give sufficiently competitive
results compared to existing work. |
| first_indexed | 2025-11-15T01:47:54Z |
| format | Article |
| id | ump-11811 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:47:54Z |
| publishDate | 2015 |
| publisher | Asian Research Publishing Network (ARPN) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-118112018-01-15T07:32:33Z http://umpir.ump.edu.my/id/eprint/11811/ Tuning of Cuckoo Search Based Strategy for T-Way Testing Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli QA76 Computer software Cuckoo Search Strategy (CSS) is the newly developed strategy based on the Cuckoo Search Algorithm. In order to achieve best performance, a number of parameters in the Cuckoo Search Algorithm needs to be tuned namely the nest size, the elitism probability, and the repetition. This paper describes the tuning process for Cuckoo Search Algorithm involving t-way testing, that is, by taking the standard covering array involving CA (N, 2, 46). Our initial experiment results using obtained range of parameter values of CSS demonstration that CSS able to give sufficiently competitive results compared to existing work. Asian Research Publishing Network (ARPN) 2015 Article PeerReviewed application/pdf en cc_by_nc http://umpir.ump.edu.my/id/eprint/11811/1/Tuning%20Of%20Cuckoo%20Search%20Based%20Strategy%20For%20T-Way%20Testing.pdf Abdullah, Nasser and Alsewari, Abdulrahman A. and Kamal Z., Zamli (2015) Tuning of Cuckoo Search Based Strategy for T-Way Testing. Journal of Engineering and Applied Sciences, 10 (19). 8948 -89453. ISSN 1819-6608. (Published) http://www.arpnjournals.org/jeas/research_papers/rp_2015/jeas_1015_2819.pdf |
| spellingShingle | QA76 Computer software Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli Tuning of Cuckoo Search Based Strategy for T-Way Testing |
| title | Tuning of Cuckoo Search Based Strategy for T-Way Testing |
| title_full | Tuning of Cuckoo Search Based Strategy for T-Way Testing |
| title_fullStr | Tuning of Cuckoo Search Based Strategy for T-Way Testing |
| title_full_unstemmed | Tuning of Cuckoo Search Based Strategy for T-Way Testing |
| title_short | Tuning of Cuckoo Search Based Strategy for T-Way Testing |
| title_sort | tuning of cuckoo search based strategy for t-way testing |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/11811/ http://umpir.ump.edu.my/id/eprint/11811/ http://umpir.ump.edu.my/id/eprint/11811/1/Tuning%20Of%20Cuckoo%20Search%20Based%20Strategy%20For%20T-Way%20Testing.pdf |