IJIRST (International Journal for Innovative Research in Science & Technology)ISSN (online) : 2349-6010

 International Journal for Innovative Research in Science & Technology

Effective Test Case Prioritization using Combination of Diagnosis Matrix & Back Propagation Network


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International Journal for Innovative Research in Science & Technology
Volume 5 Issue - 6
Year of Publication : 2018
Authors : Govind Verma ; Sunil Kumar

BibTeX:

@article{IJIRSTV5I6006,
     title={Effective Test Case Prioritization using Combination of Diagnosis Matrix & Back Propagation Network},
     author={Govind Verma and Sunil Kumar},
     journal={International Journal for Innovative Research in Science & Technology},
     volume={5},
     number={6},
     pages={1--9},
     year={},
     url={http://www.ijirst.org/articles/IJIRSTV5I6006.pdf},
     publisher={IJIRST (International Journal for Innovative Research in Science & Technology)},
}



Abstract:

The fault localization is one of the time consuming activities in program debugging, so developers are locating faulty code by ranking program statements according to their likelihood of being faulty. A variety of fault localization techniques utilizing different types of ranking functions have been proposed in the past. So the programmer identifies those diagnosis strategies for a long time. After analyzing various information, it failed to prioritize the test cases so it needs an efficient fault localization, which will diagnosis the localization and prioritize the faults according to its priority. There are several case studies, which improves the high level of diagnosis but in this paper we provide it’s reducing testing effort, and provide priority accuracy as far as possible and compared it to the efficiency of two (Back propagation Network & diagnosis matrix) fault localization techniques. The result shows that our approach is highly effective, as we can locate more than 90% of the faults by examining the top 20% of the statements in the ranking list and discuss some of the key issues and concerns that are relevant to fault localization.


Keywords:

Prioritize, Test Case Generation, Backpropagation


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