Combinatorial test suites generation strategy utilizing the whale optimization algorithm

AA Hassan, S Abdullah, KZ Zamli, R Razali - IEEE Access, 2020 - ieeexplore.ieee.org
The potentially many software system input combinations make exhaustive testing
practically impossible. To address this issue, combinatorial t-way testing (where t indicates …

Combinatorial test suite generation strategy using enhanced sine cosine algorithm

KZ Zamli, F Din, AB Nasser, AR Alsewari - InECCE2019: Proceedings of …, 2020 - Springer
Owing to its simplicity and having no control parameters, the Sine Cosine Algorithm (SCA)
has attracted much attention among researchers. Although useful, the SCA algorithm adopts …

[HTML][HTML] Gravitational search algorithm based strategy for combinatorial t-way test suite generation

KM Htay, RR Othman, A Amir, JMH Alkanaani - Journal of King Saud …, 2022 - Elsevier
Due to different users' requirements, contemporary software has become feature-rich in
terms of input functions (ie, parameters) and selections (ie, values). Exhaustive testing on …

An experimental study of hyper-heuristic selection and acceptance mechanism for combinatorial t-way test suite generation

KZ Zamli, F Din, G Kendall, BS Ahmed - Information Sciences, 2017 - Elsevier
Recently, many meta-heuristic algorithms have been proposed to serve as the basis of a t-
way test generation strategy (where t indicates the interaction strength) including Genetic …

[PDF][PDF] Whale Optimization Algorithm Strategies for Higher Interaction Strength T-Way Testing.

AA Hassan, S Abdullah, KZ Zamli… - Computers, Materials & …, 2022 - cdn.techscience.cn
Much of our daily tasks have been computerized by machines and sensors communicating
with each other in real-time. There is a reasonable risk that something could go wrong …

[PDF][PDF] Application and Adjustment of “don't care” Values in t-way Testing Techniques for Generating an Optimal Test Suite

AA Muazu, AS Hashim, A Sarlan - Journal of Advances in …, 2022 - researchgate.net
Exhaustive testing is a type of testing that test all possible combination of parameter values
to make sure the product is free from any possible faults and errors. However, employing …

An empirical evaluation of evolutionary algorithms for test suite generation

J Campos, Y Ge, G Fraser, M Eler, A Arcuri - Search Based Software …, 2017 - Springer
Evolutionary algorithms have been shown to be effective at generating unit test suites
optimised for code coverage. While many aspects of these algorithms have been evaluated …

An improved jaya algorithm-based strategy for t-way test suite generation

AB Nasser, F Hujainah, ARA Al-Sewari… - Emerging Trends in …, 2020 - Springer
In the field of software testing, several meta-heuristics algorithms have been successfully
used for finding an optimized t-way test suite (where t refers to covering level). T-way testing …

Latin Hypercube Sampling Jaya Algorithm based Strategy for T-way Test Suite Generation

AB Nasser, ASH Abdul-Qawy, N Abdullah… - Proceedings of the …, 2020 - dl.acm.org
T-way testing is a sampling strategy that generates a subset of test cases from a pool of
possible tests. Many t-way testing strategies appear in the literature to-date ranging from …

A tuned version of genetic algorithm for efficient test suite generation in interactive t-way testing strategy

S Esfandyari, V Rafe - Information and Software Technology, 2018 - Elsevier
Context To improve the quality and correctness of a software product it is necessary to test
different aspects of the software system. Among different approaches for software testing …