T-way test data generation startegy with MBO algorithm

This paper presented the implementation of a nature inspired metaheuristic search algorithms that are Migrating Birds Optimization (MBO) algorithm and Genetic Algorithm (GA) hybrid to a t-way test data generation strategy. The proposed strategy is called improved MBO Testing Strategy (iMTS). Based o...

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Main Authors:	Hasneeza, L. Zakaria, Kamal Z., Zamli
Format:	Conference or Workshop Item
Language:	English
Published:	2015
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/25091/ http://umpir.ump.edu.my/id/eprint/25091/1/t-way%20Test%20Data%20Generation%20Strategy.pdf

id	ump-25091
recordtype	eprints
spelling	ump-250912019-06-13T04:12:58Z http://umpir.ump.edu.my/id/eprint/25091/ T-way test data generation startegy with MBO algorithm Hasneeza, L. Zakaria Kamal Z., Zamli QA75 Electronic computers. Computer science This paper presented the implementation of a nature inspired metaheuristic search algorithms that are Migrating Birds Optimization (MBO) algorithm and Genetic Algorithm (GA) hybrid to a t-way test data generation strategy. The proposed strategy is called improved MBO Testing Strategy (iMTS). Based on the published benchmarking results, the result of these strategies is competitive with most existing strategies in terms of the generated test size in many of the parameter configurations. For a higher strength, iMTS is able to produce a minimum test suite size. In the case where these strategies are not the most optimal, the resulting test size is sufficiently competitive. The strategy serves as our research conduit to investigate the effectiveness of MBO algorithm for t-way test data generation strategy 2015 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25091/1/t-way%20Test%20Data%20Generation%20Strategy.pdf Hasneeza, L. Zakaria and Kamal Z., Zamli (2015) T-way test data generation startegy with MBO algorithm. In: 8th SOFTEC Asia 2015 conference, (SOFTEC 2015) Postgraduate Workshop, 7 September 2015 , Kuala Lumpur, Malaysia. pp. 16-21..
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Hasneeza, L. Zakaria Kamal Z., Zamli T-way test data generation startegy with MBO algorithm
description	This paper presented the implementation of a nature inspired metaheuristic search algorithms that are Migrating Birds Optimization (MBO) algorithm and Genetic Algorithm (GA) hybrid to a t-way test data generation strategy. The proposed strategy is called improved MBO Testing Strategy (iMTS). Based on the published benchmarking results, the result of these strategies is competitive with most existing strategies in terms of the generated test size in many of the parameter configurations. For a higher strength, iMTS is able to produce a minimum test suite size. In the case where these strategies are not the most optimal, the resulting test size is sufficiently competitive. The strategy serves as our research conduit to investigate the effectiveness of MBO algorithm for t-way test data generation strategy
format	Conference or Workshop Item
author	Hasneeza, L. Zakaria Kamal Z., Zamli
author_facet	Hasneeza, L. Zakaria Kamal Z., Zamli
author_sort	Hasneeza, L. Zakaria
title	T-way test data generation startegy with MBO algorithm
title_short	T-way test data generation startegy with MBO algorithm
title_full	T-way test data generation startegy with MBO algorithm
title_fullStr	T-way test data generation startegy with MBO algorithm
title_full_unstemmed	T-way test data generation startegy with MBO algorithm
title_sort	t-way test data generation startegy with mbo algorithm
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/25091/ http://umpir.ump.edu.my/id/eprint/25091/1/t-way%20Test%20Data%20Generation%20Strategy.pdf
first_indexed	2023-09-18T22:38:21Z
last_indexed	2023-09-18T22:38:21Z
_version_	1777416747006033920

T-way test data generation startegy with MBO algorithm

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