Automation of software test data generation using genetic algorithm and reinforcement learning
Authors:
- Mehdi EsnaashariMEMehdi Esnaashari
- Amir Hossein DamiaADAmir Hossein Damia
- 1 November 2021
- journal article
- research article
- Published by Elsevier in Expert Systems with Applications
- Vol. 183
Abstract
No abstract availableKeywords
This publication has 23 references indexed in Scilit:
- Automatic test data generation based on reduced adaptive particle swarm optimization algorithmNeurocomputing, 2015
- Integrating Evolutionary Testing with Reinforcement Learning for Automated Test Generation of Object‐Oriented SoftwareChinese Journal of Electronics, 2015
- Automatic and lightweight grammar generation for fuzz testingComputers & Security, 2013
- Automated Test Data Generation Using Cuckoo Search and Tabu Search (CSTS) AlgorithmJournal of Intelligent Systems, 2012
- A conceptual comparison of the Cuckoo-search, particle swarm optimization, differential evolution and artificial bee colony algorithmsArtificial Intelligence Review, 2011
- Automatic detection of infeasible paths in software testingIET Software, 2010
- Search‐based software test data generation: a surveySoftware Testing, Verification and Reliability, 2004
- Evolutionary test environment for automatic structural testingInformation and Software Technology, 2001
- On the jaccard similarity testJournal of Mathematical Sciences, 1998
- Automated software test data generationIEEE Transactions on Software Engineering, 1990