Design and implementation of a harmony-search-based variable-strength t-way testing strategy with constraints support
ARA Alsewari, KZ Zamli - Information and Software Technology, 2012 - Elsevier
CONTEXT: Although useful, AI-based variable strength t-way strategies are lacking in terms
of the support for high interaction strength. Additionally, most AI-based strategies generally …
of the support for high interaction strength. Additionally, most AI-based strategies generally …
Achievement of minimized combinatorial test suite for configuration-aware software functional testing using the cuckoo search algorithm
Context Software has become an innovative solution nowadays for many applications and
methods in science and engineering. Ensuring the quality and correctness of software is …
methods in science and engineering. Ensuring the quality and correctness of software is …
An experimental study of hyper-heuristic selection and acceptance mechanism for combinatorial t-way test suite generation
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 …
way test generation strategy (where t indicates the interaction strength) including Genetic …
A discrete particle swarm optimization for covering array generation
Software behavior depends on many factors. Combinatorial testing (CT) aims to generate
small sets of test cases to uncover defects caused by those factors and their interactions …
small sets of test cases to uncover defects caused by those factors and their interactions …
A hybrid Q-learning sine-cosine-based strategy for addressing the combinatorial test suite minimization problem
The sine-cosine algorithm (SCA) is a new population-based meta-heuristic algorithm. In
addition to exploiting sine and cosine functions to perform local and global searches (hence …
addition to exploiting sine and cosine functions to perform local and global searches (hence …
A variable strength interaction test suites generation strategy using particle swarm optimization
This paper highlights a novel strategy for generating variable-strength (VS) interaction test
suites, called VS Particle Swarm Test Generator (VS-PSTG). As the name suggests, VS …
suites, called VS Particle Swarm Test Generator (VS-PSTG). As the name suggests, VS …
Application of particle swarm optimization to uniform and variable strength covering array construction
Recently, researchers have started to explore the use of Artificial Intelligence (AI)-based
algorithms as t-way (where t indicates the interaction strength) testing strategies. Many AI …
algorithms as t-way (where t indicates the interaction strength) testing strategies. Many AI …
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 …
different aspects of the software system. Among different approaches for software testing …
[HTML][HTML] Test case minimization approach using fault detection and combinatorial optimization techniques for configuration-aware structural testing
BS Ahmed - Engineering Science and Technology, an International …, 2016 - Elsevier
This paper presents a technique to minimize the number of test cases in configuration-aware
structural testing. Combinatorial optimization is used first to generate an optimized test suite …
structural testing. Combinatorial optimization is used first to generate an optimized test suite …
Literature survey of ant colony optimization in software testing
Ant Colony Optimization (ACO) is a well known and rapidly evolving meta-heuristic
technique. A large number of optimization problems have already taken advantage of the …
technique. A large number of optimization problems have already taken advantage of the …