Hybridmigrating birds algorithm starategy for t-way test suite generation

Hybrid meta-heuristics algorithms have gained popularity in recent years to solve!way test suite generation problems due to better exploration and exploitation capabilities of the hybridization. This paper presents the implementation of meta-heuristic search algorithms that are Migrating Birds Optim...

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Main Authors:	H. L., Zakaria, Kamal Z., Zamli, Fakhrud, Din
Format:	Conference or Workshop Item
Language:	English English
Published:	2019
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/25443/ http://umpir.ump.edu.my/id/eprint/25443/1/46.%20Hybridmigrating%20birds%20algorithm%20starategy%20for%20t-way.pdf http://umpir.ump.edu.my/id/eprint/25443/2/46.1%20Hybridmigrating%20birds%20algorithm%20starategy%20for%20t-way.pdf

id	ump-25443
recordtype	eprints
spelling	ump-254432019-11-13T06:24:18Z http://umpir.ump.edu.my/id/eprint/25443/ Hybridmigrating birds algorithm starategy for t-way test suite generation H. L., Zakaria Kamal Z., Zamli Fakhrud, Din QA76 Computer software Hybrid meta-heuristics algorithms have gained popularity in recent years to solve!way test suite generation problems due to better exploration and exploitation capabilities of the hybridization. This paper presents the implementation of meta-heuristic search algorithms that are Migrating Birds Optimization (MBO) algorithm and Genetic Algorithm (GA) hybrid to away test data generation strategy. The proposed strategy is called Elitist Hybrid MBO-GA Strategy (EMBO-GA). 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. In the case where this strategy is not the most optimal, the resulting test size is sufficiently competitive. 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25443/1/46.%20Hybridmigrating%20birds%20algorithm%20starategy%20for%20t-way.pdf pdf en http://umpir.ump.edu.my/id/eprint/25443/2/46.1%20Hybridmigrating%20birds%20algorithm%20starategy%20for%20t-way.pdf H. L., Zakaria and Kamal Z., Zamli and Fakhrud, Din (2019) Hybridmigrating birds algorithm starategy for t-way test suite generation. In: 3rd International Conference On Computational Science And Information Managemant (ICOCSIM19), 20 - 23 March 2018 , Aruna Senggiri Resort And Convention Hotel,Lombok. pp. 1-6.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	QA76 Computer software
spellingShingle	QA76 Computer software H. L., Zakaria Kamal Z., Zamli Fakhrud, Din Hybridmigrating birds algorithm starategy for t-way test suite generation
description	Hybrid meta-heuristics algorithms have gained popularity in recent years to solve!way test suite generation problems due to better exploration and exploitation capabilities of the hybridization. This paper presents the implementation of meta-heuristic search algorithms that are Migrating Birds Optimization (MBO) algorithm and Genetic Algorithm (GA) hybrid to away test data generation strategy. The proposed strategy is called Elitist Hybrid MBO-GA Strategy (EMBO-GA). 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. In the case where this strategy is not the most optimal, the resulting test size is sufficiently competitive.
format	Conference or Workshop Item
author	H. L., Zakaria Kamal Z., Zamli Fakhrud, Din
author_facet	H. L., Zakaria Kamal Z., Zamli Fakhrud, Din
author_sort	H. L., Zakaria
title	Hybridmigrating birds algorithm starategy for t-way test suite generation
title_short	Hybridmigrating birds algorithm starategy for t-way test suite generation
title_full	Hybridmigrating birds algorithm starategy for t-way test suite generation
title_fullStr	Hybridmigrating birds algorithm starategy for t-way test suite generation
title_full_unstemmed	Hybridmigrating birds algorithm starategy for t-way test suite generation
title_sort	hybridmigrating birds algorithm starategy for t-way test suite generation
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/25443/ http://umpir.ump.edu.my/id/eprint/25443/1/46.%20Hybridmigrating%20birds%20algorithm%20starategy%20for%20t-way.pdf http://umpir.ump.edu.my/id/eprint/25443/2/46.1%20Hybridmigrating%20birds%20algorithm%20starategy%20for%20t-way.pdf
first_indexed	2023-09-18T22:39:04Z
last_indexed	2023-09-18T22:39:04Z
_version_	1777416792810979328

Hybridmigrating birds algorithm starategy for t-way test suite generation

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