CTJ: Input-output based relation combinatorial testing strategy using Jaya algorithm

Ng, Yeong Khang (2019) CTJ: Input-output based relation combinatorial testing strategy using Jaya algorithm. Faculty of Computer System & Software Engineering, Universiti Malaysia Pahang.

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Software testing is a vital part in software development lifecycle. Most of the time, system under test has more than one input and testing of every combinations of inputs is almost impossible as the time of execution of test case is outrageously long. Combinatorial testing is the way to encounter exhaustive testing through the testing of every input values and every combination between parameters. Combinatorial testing can be divided into three types which are uniform strength interaction, variable strength interaction and input-output based relation (IOR). IOR combinatorial testing only test for the important combinations that selected by tester. Most of the researches in combinatorial testing applied uniform and variable interaction strength but there are only few studies feature IOR. Thus, IOR combinatorial testing is selected to be studied in this research. To overcome the combinatorial optimization problem, Jaya algorithm is proposed to apply in this project since metaheuristic algorithm is fast in optimization and this strategy is named as CTJ. The result of applying Jaya algorithm in input-output based combinatorial testing is acceptable since it produces nearly optimum number of test cases in the satisfactory time range.

Item Type: Undergraduates Project Papers
Additional Information: Project Paper (Bachelors of Computer Science (Software Engineering)) -- Universiti Malaysia Pahang – 2019, SV: DR. ABDUL RAHMAN AL-SEWARI, e-Thesis
Uncontrolled Keywords: Software testing; Jaya algorithm; input-output based relation (IOR)
Subjects: Q Science > QA Mathematics > QA76 Computer software
Faculty/Division: Faculty of Computer System And Software Engineering
Depositing User: Mrs. Sufarini Mohd Sudin
Date Deposited: 07 Jan 2020 09:57
Last Modified: 06 Sep 2023 04:35
URI: http://umpir.ump.edu.my/id/eprint/27273
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