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A Pairwise Test Suite Generator based on Melody Search Algorithm

Toh, S. Yuen and Al-Omoush, Ala'a A. and Foo, W. Wen and Goh, G. Hau and Abdul, Rahman and Alsewari, Abdulrahman A. (2016) A Pairwise Test Suite Generator based on Melody Search Algorithm. Journal of Engineering and Applied Sciences, 11 (3). pp. 671-677. ISSN 1816-949x (Print); 1818-7803 (Online)

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Abstract

Melody Search Algorithm (MS) has been adopted to solve many optimization problems. This paper will introduce MS as a pairwise testing strategy called a Pairwise Test suite generator based MS (PTMS). A pairwise testing is an operative approach in the combinatorial test suite construction. It will reduce the construct test suite size to save the testing time with effective defects detecting. The proposed strategy generate the test suite with real-value variables. A comparative evaluation shows the PTMS efficient in constructing a minimum test suite.

Item Type: Article
Uncontrolled Keywords: Pairwise Testing, Melody Search (MS) algorithm, Test data Generation, Combinatorial Testing
Subjects: Q Science > QA Mathematics > QA76 Computer software
Faculty/Division: Faculty of Computer System And Software Engineering
Depositing User: Mrs. Neng Sury Sulaiman
Date Deposited: 01 Mar 2016 03:09
Last Modified: 28 Aug 2017 01:49
URI: http://umpir.ump.edu.my/id/eprint/12013
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