Current trends strategies in the test redundancy reduction

Software testing is most important and expensive part in software development process. The failures of software can lead disastrous consequence, such as loss of data, fortune and lives. This process usually expensive, and the key of expensiveness of testing is that typically take a long time to exec...

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Main Authors:	Norasyikin, Safieny, Kamal Z., Zamli, Hasneeza, L. Zakaria
Format:	Conference or Workshop Item
Language:	English
Published:	2016
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/20935/ http://umpir.ump.edu.my/id/eprint/20935/1/Current%20trends%20strategies%20in%20the%20test%20redundancy%20reduction.pdf

id	ump-20935
recordtype	eprints
spelling	ump-209352018-03-29T06:47:08Z http://umpir.ump.edu.my/id/eprint/20935/ Current trends strategies in the test redundancy reduction Norasyikin, Safieny Kamal Z., Zamli Hasneeza, L. Zakaria QA75 Electronic computers. Computer science Software testing is most important and expensive part in software development process. The failures of software can lead disastrous consequence, such as loss of data, fortune and lives. This process usually expensive, and the key of expensiveness of testing is that typically take a long time to execute the whole set of test cases. Test case minimization technique generates a representative set from the original test suite that satisfy all the requirements as an original test suite but contains less number of test cases. Redundant test cases are removed from the test suite. Many strategies in a greedy approach have been developed (including GE, GRE, and HGS), Formal Concept Analysis and non-greedy approach (tReductLAHC, tReductSA) using Metaheuristic Algorithm. The non-greedy approach is more effective compared to greedy approach. In this paper, a review of the strategies is provided to investigate the current trends in the test reduction research area. We can categorize these strategies as Greedy and Metaheuristic Approach. To enhance the performance by using a metaheuristic algorithm, we are proposing our work with adopts the sequence permutation and hybridization strategies. 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/20935/1/Current%20trends%20strategies%20in%20the%20test%20redundancy%20reduction.pdf Norasyikin, Safieny and Kamal Z., Zamli and Hasneeza, L. Zakaria (2016) Current trends strategies in the test redundancy reduction. In: SOFTEC Asia 2016, 5 September 2016 , Kuala Lumpur, Malaysia. pp. 1-8..
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 Norasyikin, Safieny Kamal Z., Zamli Hasneeza, L. Zakaria Current trends strategies in the test redundancy reduction
description	Software testing is most important and expensive part in software development process. The failures of software can lead disastrous consequence, such as loss of data, fortune and lives. This process usually expensive, and the key of expensiveness of testing is that typically take a long time to execute the whole set of test cases. Test case minimization technique generates a representative set from the original test suite that satisfy all the requirements as an original test suite but contains less number of test cases. Redundant test cases are removed from the test suite. Many strategies in a greedy approach have been developed (including GE, GRE, and HGS), Formal Concept Analysis and non-greedy approach (tReductLAHC, tReductSA) using Metaheuristic Algorithm. The non-greedy approach is more effective compared to greedy approach. In this paper, a review of the strategies is provided to investigate the current trends in the test reduction research area. We can categorize these strategies as Greedy and Metaheuristic Approach. To enhance the performance by using a metaheuristic algorithm, we are proposing our work with adopts the sequence permutation and hybridization strategies.
format	Conference or Workshop Item
author	Norasyikin, Safieny Kamal Z., Zamli Hasneeza, L. Zakaria
author_facet	Norasyikin, Safieny Kamal Z., Zamli Hasneeza, L. Zakaria
author_sort	Norasyikin, Safieny
title	Current trends strategies in the test redundancy reduction
title_short	Current trends strategies in the test redundancy reduction
title_full	Current trends strategies in the test redundancy reduction
title_fullStr	Current trends strategies in the test redundancy reduction
title_full_unstemmed	Current trends strategies in the test redundancy reduction
title_sort	current trends strategies in the test redundancy reduction
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/20935/ http://umpir.ump.edu.my/id/eprint/20935/1/Current%20trends%20strategies%20in%20the%20test%20redundancy%20reduction.pdf
first_indexed	2023-09-18T22:30:29Z
last_indexed	2023-09-18T22:30:29Z
_version_	1777416252712550400

Current trends strategies in the test redundancy reduction

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