Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

MTTG: An efficient technique for test data generation

Rabbi, K., Islam, R., Mamun, Q. and Kaosar, M.G. (2014) MTTG: An efficient technique for test data generation. In: The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014), 18 - 20 Dec. 2014, Dhaka, Bangladesh

Link to Published Version: https://doi.org/10.1109/SKIMA.2014.7083520
*Subscription may be required

Abstract

Test data generation is a significant part of software and/or hardware testing. It is a complex problem and researchers have proposed various solutions to generate optimum number of test data in an acceptable polynomial time. However, most of the solutions are highly complex (NP-hard), interaction limitation and takes substantial time to generate test data set. Therefore, it is an open challenge to propose the best solution. This paper proposes a novel technique called MTTG (Multi-Tuple based T-way Test Generator) which relies on Kid's Card game strategy. The proposed technique finds optimum matching value by searching through all possible combination of similarity matching, based on data generation principle. Our empirical results demonstrate that the proposed MTTG is very efficient in test data generation based on time and interaction strength/level, compared to other existing strategies.

Item Type: Conference Paper
URI: http://researchrepository.murdoch.edu.au/id/eprint/62524
Item Control Page Item Control Page