Test data augmentation method based on adaptive particle swarm optimization algorithm

S Wang, C Wen, J Sun - Journal of Computer Applications, 2016 - joca.cn
It is difficult for the original test data to meet the requirements of the new version of software
testing in regression testing, thus a new test data augmentation method based on Adaptive …

Automatic test data generation based on reduced adaptive particle swarm optimization algorithm

S Jiang, J Shi, Y Zhang, H Han - Neurocomputing, 2015 - Elsevier
S oftware testing aims to search a set of test data in the entire search space to satisfy a
certain standard of coverage. Therefore, finding an effective approach for automatic test data …

Generating software test data by particle swarm optimization

YH Jia, WN Chen, J Zhang, JJ Li - … , New Zealand, December 15-18, 2014 …, 2014 - Springer
Search-based method using meta-heuristic algorithms is a hot topic in automatic test data
generation. In this paper, we develop an automatic test data generating tool named particle …

Automatic Generating Test Data Based on Improved Particle Swarm Optimization Algorithm

M Liu, Q Song - Proceedings of the 2023 4th International Conference …, 2023 - dl.acm.org
This paper focuses on the automated generation of test data aiming for maximum code
branch coverage and introduces a test data generation framework utilizing the Improved …

Automated Test Data Generation Based on Improved Adaptive Genetic Algorithm HCGA

J Wang, G Ding, H SONG, J XIONG - Transactions of Beijing …, 2007 - journal.bit.edu.cn
An improved algorithm HCGA is proposed here based on the combination of adaptive
genetic algorithm and hill climbing method for automated software test data generation …

Test data generation method based on multiple convergence direction adaptive PSO

F Yang, Y Fan, P Xiao, Q Du - Software Quality Journal, 2023 - Springer
Automated test data generation is a traditional technique for reducing the cost and time of
software testing. Various metaheuristic techniques have been successfully applied for this …

An approach for test data generation using program slicing and particle swarm optimization

S Jiang, D Yi, X Ju, L Wang, Y Liu - Neural Computing and Applications, 2014 - Springer
Heuristic search-based test data generation has a potential higher efficiency in software
testing with path covering. However, these approaches are suffered in covering the long and …

Software Test Data Generation for Multiple Paths Based on Genetic Algorithms

YP Peng, B Zeng - Applied Mechanics and Materials, 2013 - Trans Tech Publ
Software testing is the assurance of the quality of software, and it is an important step during
software development. One of the many studies is the automation of test data generation …

[引用][C] Evolutionary generation of test data for many paths coverage based on adaptive grouping

DW Gong - Control and Decision, 2011 - Northeastern University, PO Box 125 …

[引用][C] Software test data generation method using hill climbing algorithm combined with a modified ARPSO

H Lei, X Han - Journal of University of Electronic …, 2012 - University of Electronic Science and …