Review of nature inspired metaheuristic algorithm selection for combinatorial t-way testing

AA Muazu, AS Hashim, A Sarlan - IEEE Access, 2022 - ieeexplore.ieee.org
The metaheuristic algorithm is a very important area of research that continuously improves
in solving optimization problems. Nature-inspired is one of the metaheuristic algorithm …

Hybrid flower pollination algorithm strategies for t-way test suite generation

AB Nasser, KZ Zamli, ARA Alsewari, BS Ahmed - PloS one, 2018 - journals.plos.org
The application of meta-heuristic algorithms for t-way testing has recently become prevalent.
Consequently, many useful meta-heuristic algorithms have been developed on the basis of …

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 …

[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 …

[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 …

A bat-inspired strategy for t-way interaction testing

YA Alsariera, KZ Zamli - Advanced Science Letters, 2015 - ingentaconnect.com
Combinatorial Interaction testing (or termed t-way testing) is a useful g strategy aimed at
sampling a set of test cases from a large search space. As part of the strategy …

A tabu search hyper-heuristic strategy for t-way test suite generation

KZ Zamli, BY Alkazemi, G Kendall - Applied Soft Computing, 2016 - Elsevier
This paper proposes a novel hybrid t-way test generation strategy (where t indicates
interaction strength), called High Level Hyper-Heuristic (HHH). HHH adopts Tabu Search as …

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 …

An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms

ARA Al-Sewari, KZ Zamli - The 8th International Conference on Robotic …, 2014 - Springer
The test case construction is amongst the most labor-intensive tasks and has significant
influence on the effectiveness and efficiency in software testing. Due to the market needed …

[PDF][PDF] MIPOG-an efficient t-way minimization strategy for combinatorial testing

MI Younis, KZ Zamli - International Journal of Computer Theory and …, 2011 - academia.edu
This paper presents a study comparing different techniques to achieve minimal test suites in
combinatorial testing. Considering high interaction strength is not without difficulties. When …