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...

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Main Authors:	Abdullah, Nasser, Alsewari, Abdulrahman A., Kamal Z., Zamli
Format:	Article
Language:	English
Published:	Asian Research Publishing Network (ARPN) 2015
Subjects:	QA76 Computer software
Online Access:	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

id	ump-11811
recordtype	eprints
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 http://www.arpnjournals.org/jeas/research_papers/rp_2015/jeas_1015_2819.pdf
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli Tuning of Cuckoo Search Based Strategy for T-Way Testing
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.
format	Article
author	Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli
author_facet	Abdullah, Nasser Alsewari, Abdulrahman A. Kamal Z., Zamli
author_sort	Abdullah, Nasser
title	Tuning of Cuckoo Search Based Strategy for T-Way Testing
title_short	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_sort	tuning of cuckoo search based strategy for t-way testing
publisher	Asian Research Publishing Network (ARPN)
publishDate	2015
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
first_indexed	2023-09-18T22:12:47Z
last_indexed	2023-09-18T22:12:47Z
_version_	1777415139075555328

Tuning of Cuckoo Search Based Strategy for T-Way Testing

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