The week's pick
Random Articles
Reseach Article
Survey on Automated Test Data Generation
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 108 - Number 15 |
| Year of Publication: 2014 |
| Authors: Manpreet Kaur Brar, Sushil Garg |
10.5120/18984-9353
|
Manpreet Kaur Brar, Sushil Garg . Survey on Automated Test Data Generation. International Journal of Computer Applications. 108, 15 ( December 2014), 1-4. DOI=10.5120/18984-9353
Abstract
Testing is the process to check the program with the aim to detect errors. Software testing is an expensive and challenging process, typically consuming at least 50% of the total development cost and 35% of total development time. The critical step of software testing is automated test data generation. Automated test data generation scheme generate optimum set of test data automatically on the basis of test data adequacy criteria. The goal of this contribution is to summarize the major techniques in recognizing the automated test data generation. The main objective of this paper is to look into the current research in the automated test data generation, various metaheuristics techniques (ACO, PSO, GA, SA etc. ) and hybridization of these metaheuristics techniques (ACSGA , GAPSO etc. ) all these topics have been discussed so far to mitigate the errors in the software.
References
- Eugenian Diaz, Javier Tuya, Raquel Blanco "Automated Software Testing Based on Tabu Search" Proceedings of the 18th IEEE International Conference on Automated Software Engineering (ASE'03), 2003.
- Abdelhamid Bouchachia "An Immune Genetic Algorithm for Software Test Data Generation" Seventh International Conference on Hybrid Intelligent Systems (IEEE), 2007.
- Praveen Ranjan Srivastava, Km Baby "Automated software testing using metahuerestic technique based on an an Ant Colony Optimization" Electronic System Design (ISED), 2010 International symposium.
- Sheng Zhang, Ying Zhang, Hong Zhou, Qingquan He "Automatic Path Test Data Generation Based on GA-PSO" IEEE, 2010.
- Gentiana Ioana Latiu, Octavian Augustin Cret, Lucia Vacariu "Automatic Test Data Generation for Software Path Testing using Evolutionary Algorithms" Third IEEE International Conference on Emerging Intelligent Data and Web Technologies,2012.
- Minjie Yi "The Research of path-oriented test data generation based on a mixed ant colony system algorithm and genetic algorithm" IEEE 2012.
- Rui Ding, Xianbin Feng, Shuping Li, Hongbin Dong "Automatic Generation of Software Test Data Based on Hybrid Particle Swarm Genetic Algorithm" IEEE Symposium on Electrical & Electronics Engineering (EEESYM),2012.
- Anoj Kumar, Shailesh Tiwari, K. K. Mishra and A. K. Misra "Generation of Efficient Test Data using Path Selection Strategy with Elitist GA in regression testing" Computer Science & Engineering Department MNNIT, Allahabad INDIA (IEEE),2010.
- Nirmal Kumar Gupta and Mukesh Kumar Rohil "Improving GA based Automated Test Data Generation Technique for Object Oriented Software" 3rd IEEE International Advance Computing Conference (IACC), 2013.
- Ahmed S. Ghiduk "A New Software Data-Flow Testing Approach via Ant Colony Algorithms" Universal Journal of Computer Science and Engineering Technology, Oct. 2010.
Index Terms
Keywords