A comprehensive investigation of modern test suite optimization trends, tools and techniques

A Kiran, WH Butt, MW Anwar, F Azam… - IEEE Access, 2019 - ieeexplore.ieee.org
Software testing is an important but expensive activity of software development life cycle, as
it accounts for more than 52% of entire development cost. Testing requires the execution of …

Software testing using an adaptive genetic algorithm

AH Damia, M Esnaashari… - Journal of AI and Data …, 2021 - jad.shahroodut.ac.ir
In the structural software test, test data generation is essential. The problem of generating
test data is a search problem, and for solving the problem, search algorithms can be used …

Improved Path Testing Using Multi-Verse Optimization Algorithm and the Integration of Test Path Distance.

HN Fakhouri, AKA Hwaitat, M Ryalat… - … of Interactive Mobile …, 2023 - search.ebscohost.com
Emerging technologies in artificial intelligence (AI) and advanced optimization
methodologies have opened up a new frontier in the field of software engineering. Among …

Automated test cases generation from requirements specification

M Lafi, T Alrawashed… - … Conference on Information …, 2021 - ieeexplore.ieee.org
One of the most significant phases of software development is software testing, because of
its value in identifying mistakes and gaps in the early stages of program development. In the …

A hybrid search and model-based approach for testing the self-adaptive unmanned aircraft system software

Z Javed, MZ Iqbal, MU Khan, M Usman… - Computer Standards & …, 2025 - Elsevier
In recent years, there has been a significant increase in the deployment of unmanned
aircraft systems (UAS) in critical missions like search and rescue, surveillance, and …

Optimal path test data generation based on hybrid negative selection algorithm and genetic algorithm

SM Mohi-Aldeen, R Mohamad, S Deris - PloS one, 2020 - journals.plos.org
Path testing is the basic approach of white box testing and the main approach to solve it by
discovering the particular input data of the searching space to encompass the paths in the …

[PDF][PDF] Evolutionary algorithms for path coverage test data generation and optimization: a review

DB Mishra, AA Acharya, R Mishra - Indonesian Journal of Electrical …, 2019 - academia.edu
Software testing is very time consuming, labor-intensive and complex process. It is found
that 50% of the resources of the software development are consumed for testing. Testing can …

Dynamic domain testing with multi-agent Markov chain Monte Carlo method

R Golmohammadi, S Parsa, M Zakeri-Nasrabadi - Soft Computing, 2024 - Springer
Path testing is one of the most efficient approaches for covering a program during the test.
However, executing a path with a single or limited number of test data does not guarantee …

Implementation of Hybrid Particle Swarm Optimization for Optimized Regression Testing.

V Prakash, S Gopalakrishnan - Intelligent Automation & Soft …, 2023 - search.ebscohost.com
Software test case optimization improves the efficiency of the software by proper structure
and reduces the fault in the software. The existing research applies various optimization …

[PDF][PDF] Sena TLS-parser: a software testing tool for generating test cases

R Ibrahim, SWG AbuSalim, S Jamel… - International Journal of …, 2022 - researchgate.net
Currently, software complexity and size has been steadily growing, while the variety of
testing has also been increased as well. The quality of software testing must be improved to …