Search‐based software test data generation: a survey

P McMinn - Software testing, Verification and reliability, 2004 - Wiley Online Library
The use of metaheuristic search techniques for the automatic generation of test data has
been a burgeoning interest for many researchers in recent years. Previous attempts to …

A systematic review of the application and empirical investigation of search-based test case generation

S Ali, LC Briand, H Hemmati… - IEEE Transactions …, 2009 - ieeexplore.ieee.org
Metaheuristic search techniques have been extensively used to automate the process of
generating test cases, and thus providing solutions for a more cost-effective testing process …

[PDF][PDF] Search based software engineering: A comprehensive analysis and review of trends techniques and applications

M Harman, SA Mansouri, Y Zhang - 2009 - crest.cs.ucl.ac.uk
In the past five years there has been a dramatic increase in work on Search Based Software
Engineering (SBSE), an approach to software engineering in which search based …

Evolutionary testing of autonomous software agents

CD Nguyen, S Miles, A Perini, P Tonella… - Autonomous Agents and …, 2012 - Springer
A system built in terms of autonomous software agents may require even greater correctness
assurance than one that is merely reacting to the immediate control of its users. Agents …

Automatic mutation test input data generation via ant colony

K Ayari, S Bouktif, G Antoniol - Proceedings of the 9th annual conference …, 2007 - dl.acm.org
Fault-based testing is often advocated to overcome limitations ofother testing approaches;
however it is also recognized as beingexpensive. On the other hand, evolutionary …

Case Study for Regression Testing using Genetic Algorithm

BK Saraswat, B Parashar, AK Takuli… - Journal of Physics …, 2021 - iopscience.iop.org
For quality-assured information engineering software assessment has become critical.
Software quality is defined as all the features and proprieties of a software system that can …

Search based software testing of object-oriented containers

A Arcuri, X Yao - Information Sciences, 2008 - Elsevier
Automatic software testing tools are still far from ideal for real world object-oriented (OO)
software. The use of nature inspired search algorithms for this problem has been …

Automated software test optimisation framework–an artificial bee colony optimisation-based approach

DJ Mala, V Mohan, M Kamalapriya - IET software, 2010 - IET
Software test suite optimisation is one of the most important problems in software
engineering research. To achieve this optimisation, a novel approach based on artificial bee …

[PDF][PDF] Software test data generation using ant colony optimization

H Li, CP Lam - International Journal of Computer and Information …, 2007 - researchgate.net
State-based testing is frequently used in software testing. Test data generation is one of the
key issues in software testing. A properly generated test suite may not only locate the errors …

It does matter how you normalise the branch distance in search based software testing

A Arcuri - 2010 Third International Conference on Software …, 2010 - ieeexplore.ieee.org
The use of search algorithms for test data generation has seen many successful results. For
structural criteria such as branch coverage, heuristics have been designed to help the …