Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports

Uniform strength t-way testing (where t represents interaction strength) forms the basis of interaction testing. However, t is rarely uniform in real world as not all interaction faults are solely constituted by these fixed t-interactions. Consequently, a general solution has been introduced: input-...

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Main Author:	Ong, Hui Yeh
Format:	Thesis
Language:	English
Published:	2012
Subjects:	TK1-9971 Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.usm.my/46327/1/ONG%20HUI%20YEH_HJ.pdf
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id	my-usm-ep.46327
record_format	uketd_dc
spelling	my-usm-ep.463272020-02-25T07:52:01Z Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports 2012-01 Ong, Hui Yeh TK1-9971 Electrical engineering. Electronics. Nuclear engineering Uniform strength t-way testing (where t represents interaction strength) forms the basis of interaction testing. However, t is rarely uniform in real world as not all interaction faults are solely constituted by these fixed t-interactions. Consequently, a general solution has been introduced: input-output based relationship interaction testing. Although useful, most existing strategy implementations are lacking in terms of the automated input-output mapping support (to translate the symbolic outputs back into actual data form) and test suite generation flexibility. In order to address these aforementioned issues, a non-deterministic input-output based relationship interaction testing strategy, AURA, has been developed. AURA strategy also integrated with post-processing automated input-output mapping support and flexible iteration control capability to support test suite generation flexibility. Experimental results indicated that AURA strategy is generating competitive test suite size against existing strategies (Density, ParaOrder, Union, TVG, PICT, AETG, ACA, GA-N, IPO-N, IPO, Jenny, SA and ACS). Specifically, this strategy is capable to generate the test suite size as optimized as other strategies for certain inputs. Lastly, the post-processing automated input-output mapping support and flexible iteration control capability are evaluated with experiments. 2012-01 Thesis http://eprints.usm.my/46327/ http://eprints.usm.my/46327/1/ONG%20HUI%20YEH_HJ.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Kejuruteraan Elektrik & Elektronik
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	TK1-9971 Electrical engineering Electronics Nuclear engineering
spellingShingle	TK1-9971 Electrical engineering Electronics Nuclear engineering Ong, Hui Yeh Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports
description	Uniform strength t-way testing (where t represents interaction strength) forms the basis of interaction testing. However, t is rarely uniform in real world as not all interaction faults are solely constituted by these fixed t-interactions. Consequently, a general solution has been introduced: input-output based relationship interaction testing. Although useful, most existing strategy implementations are lacking in terms of the automated input-output mapping support (to translate the symbolic outputs back into actual data form) and test suite generation flexibility. In order to address these aforementioned issues, a non-deterministic input-output based relationship interaction testing strategy, AURA, has been developed. AURA strategy also integrated with post-processing automated input-output mapping support and flexible iteration control capability to support test suite generation flexibility. Experimental results indicated that AURA strategy is generating competitive test suite size against existing strategies (Density, ParaOrder, Union, TVG, PICT, AETG, ACA, GA-N, IPO-N, IPO, Jenny, SA and ACS). Specifically, this strategy is capable to generate the test suite size as optimized as other strategies for certain inputs. Lastly, the post-processing automated input-output mapping support and flexible iteration control capability are evaluated with experiments.
format	Thesis
qualification_level	Master's degree
author	Ong, Hui Yeh
author_facet	Ong, Hui Yeh
author_sort	Ong, Hui Yeh
title	Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports
title_short	Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports
title_full	Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports
title_fullStr	Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports
title_full_unstemmed	Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports
title_sort	development of interaction test data generation strategy with input-output mapping supports
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Kejuruteraan Elektrik & Elektronik
publishDate	2012
url	http://eprints.usm.my/46327/1/ONG%20HUI%20YEH_HJ.pdf
_version_	1747821652212711424

Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports

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