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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| Format: | Thesis |
| Language: | English |
| Published: |
2012
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| Online Access: | http://eprints.usm.my/46327/ http://eprints.usm.my/46327/1/ONG%20HUI%20YEH_HJ.pdf |
| _version_ | 1848880577497792512 |
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| author | Ong, Hui Yeh |
| author_facet | Ong, Hui Yeh |
| author_sort | Ong, Hui Yeh |
| building | USM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T18:05:20Z |
| format | Thesis |
| id | usm-46327 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T18:05:20Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-463272020-02-25T07:52:01Z http://eprints.usm.my/46327/ Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports 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 NonPeerReviewed application/pdf en http://eprints.usm.my/46327/1/ONG%20HUI%20YEH_HJ.pdf Ong, Hui Yeh (2012) Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports. Masters thesis, Universiti Sains Malaysia. |
| spellingShingle | TK1-9971 Electrical engineering. Electronics. Nuclear engineering Ong, Hui Yeh Development Of Interaction Test Data Generation Strategy With Input-Output Mapping Supports |
| title | 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_short | 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 |
| topic | TK1-9971 Electrical engineering. Electronics. Nuclear engineering |
| url | http://eprints.usm.my/46327/ http://eprints.usm.my/46327/1/ONG%20HUI%20YEH_HJ.pdf |