Optimal test sequence generation using firefly algorithm

PR Srivatsava, B Mallikarjun, XS Yang - Swarm and Evolutionary …, 2013 - Elsevier
Software testing is an important but complex part of software development life cycle. The
optimization of the software testing process is a major challenge, and the generation of the …

Automated test case generation for path coverage by using grey prediction evolution algorithm with improved scatter search strategy

G Cai, Q Su, Z Hu - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
Automated test case generation for path coverage (ATCG-PC), as an important task in
software testing, aims to achieve the highest path coverage of a tested program by using as …

Automatic generation of basis test paths using variable length genetic algorithm

AS Ghiduk - Information Processing Letters, 2014 - Elsevier
Path testing is the strongest coverage criterion in white box testing. Finding target paths is a
key challenge in path testing. Genetic algorithms have been successfully used in many …

Automated generation of independent paths and test suite optimization using artificial bee colony

SSB Lam, MLHP Raju, S Ch, PR Srivastav - Procedia Engineering, 2012 - Elsevier
Software test suite optimization is one of the most important problems in software
engineering research. This paper deals with Automatic Generation of Feasible Independent …

Literature survey of ant colony optimization in software testing

B Suri, S Singhal - 2012 CSI Sixth International Conference on …, 2012 - ieeexplore.ieee.org
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 …

Automated generation of software testing path based on ant colony

F Sayyari, S Emadi - 2015 International Congress on …, 2015 - ieeexplore.ieee.org
Software testing is one of the expensive and time consuming processes and many studies
have been conducted to facilitate and perform it automatically. One of the most important …

Orientation-based Ant colony algorithm for synthesizing the test scenarios in UML activity diagram

V Arora, M Singh, R Bhatia - Information and Software Technology, 2020 - Elsevier
Context The model-based analysis is preferred over the code-based analysis as it speeds
up the development process and directs the guiding effort. In the software industry, the …

[HTML][HTML] Specialized path-based technique to test Internet of Things system functionality under limited network connectivity

M Klima, M Bures, BS Ahmed, X Bellekens, R Atkinson… - Internet of Things, 2023 - Elsevier
Abstract Contemporary Internet-of-Things (IoT) systems are hindered by several reliability-
related issues, especially, the dynamic behavior of IoT systems caused by limited and often …

[PDF][PDF] A new software data-flow testing approach via ant colony algorithms

AS Ghiduk - Universal Journal of Computer science and …, 2010 - unicse.org
Search-based optimization techniques (eg, hill climbing, simulated annealing, and genetic
algorithms) have been applied to a wide variety of software engineering activities including …

Test case prioritization: An approach based on modified ant colony optimization

K Solanki, Y Singh, S Dalal, PR Srivastava - Emerging Research in …, 2016 - Springer
The most cost-intensive and time-consuming activity during software development is
software testing. Testing aims to identify maximum faults within the shortest amount of time …