State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence
Abstract & Details
Research Area
Test Data Generation
Keywords
Test Data Generation
Unit Testing
object-oriented software
evolutionary techniques
Genetic Algorithms
Abstract
Software testing may defined as the process of executing a software system to determine wether the system work according to our need and provide desired output. Unlike static verification and validation approaches where software source code is the object of analysis, testing requires an executable. Testing is important in development of any software. The quality of any software product is checked and ensured through the testing. Testing object oriented-software is slightly different than the traditional once. The data is object oriented is wrapped with behaviour. The generation of test cases is a time consuming and error prone process because it is done by manually. To automate this process, search-based software testing offers a possible solution, which is based on meta-heuristic search techniques, evolutionary algorithm etc.
The focus of this paper is test data generation approaches for object-oriented software using evolutionary algorithms. To reach to a research proposal in test data generation approaches for object-oriented software, we begin, in section 2- give brief introduction about Unit Testing of Conventional Procedure-Oriented Software This is followed by an introduction to the object-oriented software testing, , in section 3.In section 4, explain the different search techniques used in test data generation for object oriented systems. In section 5, give the introduction about genetic algorithm so that we can use in object oriented system. Section 6 and 7, motivation and research objective is describes. Finally, the conclusion is outlined in last section.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Vipin Kumar Sharma | Krishna College of Science & IT |
| 2 | Harish Pratap Singh | Krishna College of Science & IT |
| 3 | Manoj Kumar | Bhagwant University |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Sharma, Vipin Kumar, Singh, Harish Pratap, & Kumar, Manoj (2019). State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence. International Journal of Advance Research and Innovative Ideas In Education, 5(6), 1489-1494.
MLA Style
Sharma, Vipin Kumar, et al. "State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 6, 2019, pp. 1489-1494.
IEEE Style
Vipin Kumar Sharma, Harish Pratap Singh, and Manoj Kumar, "State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 6, pp. 1489-1494, 2019.
Vancouver Style
Sharma Vipin Kumar, Singh Harish Pratap, Kumar Manoj. State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(6):1489-1494.
Harvard Style
Sharma, Vipin Kumar, Singh, Harish Pratap, & Kumar, Manoj (2019) 'State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence', International Journal of Advance Research and Innovative Ideas In Education, 5(6), pp. 1489-1494.
Chicago Style
Sharma, Vipin Kumar, Harish Pratap Singh, and Manoj Kumar. "State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence." International Journal of Advance Research and Innovative Ideas In Education 5, no. 6 (2019): 1489-1494.
Turabian Style
Sharma, Vipin Kumar, Harish Pratap Singh, and Manoj Kumar. "State Based Problem Using Evolutionary Technique: Test Data Generation for Object Oriented Systems in presence." International Journal of Advance Research and Innovative Ideas In Education 5, no. 6 (2019): 1489-1494.
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