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Reseach Article

Generate Optimized GUI Test Sequence using GA and Fuzzy Logic

by Suman, R.s. Chhillar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 102 - Number 12
Year of Publication: 2014
Authors: Suman, R.s. Chhillar
10.5120/17865-8783

Suman, R.s. Chhillar . Generate Optimized GUI Test Sequence using GA and Fuzzy Logic. International Journal of Computer Applications. 102, 12 ( September 2014), 8-11. DOI=10.5120/17865-8783

@article{ 10.5120/17865-8783,
author = { Suman, R.s. Chhillar },
title = { Generate Optimized GUI Test Sequence using GA and Fuzzy Logic },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 102 },
number = { 12 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 8-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume102/number12/17865-8783/ },
doi = { 10.5120/17865-8783 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:32:55.069211+05:30
%A Suman
%A R.s. Chhillar
%T Generate Optimized GUI Test Sequence using GA and Fuzzy Logic
%J International Journal of Computer Applications
%@ 0975-8887
%V 102
%N 12
%P 8-11
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

A software system is composed of multiple modules. These modules and procedures are integrated via some user friendly environment such as graphical interface. End User is very much interested in the effective working of this graphical interface. To satisfy the user in terms of available graphical options, it is required to optimize the GUI Testing. GUI Testing plan includes two main stages. First is to identify the cost of individual testing in terms of time or effort. Once the cost is identified, the next work is to generate the optimal test sequence so that the cost effective test sequence is identified. In this present work, a genetic approach based solution is provided to generate the optimal test sequence. The work is implemented in matlab environment. The obtained results show the effective cost estimation and sequence generation.

References
  1. D. Richardson, O. O'Malley and C. Title
  2. , "Approaches to specification-based testing".
  3. Akira K. Onoma, Wei-Tek Tsai, Mustafa H. Poonawala, and Hiroshi Suganuma
  4. ,"Regression Testing in an Industrial Environment".
  5. Elbaum, Malishevsky, Rothermel
  6. ,"Test case prioritization: a family of empirical studies".
  7. David Leon, Andy Podgurski
  8. ,"A Comparison of Coverage-Based and Distribution-Based Techniques for Filtering and Prioritizing Test Cases".
  9. Mark Last, Shay Eyal, and Abraham Kandel proposed a new
  10. ,"Effective Black-Box Testing with Genetic Algorithms".
  11. Xiaofang Zhang, Changhai Nie, Baowen Xu, Bo Qu
  12. , "Test Case Prioritization based on Varying Testing Requirement Priorities and Test Case Costs".
  13. Gaurav Duggal, Bharti Suri
  14. ,"UNDERSTANDING REGRESSION TESTING TECHNIQUES".
  15. Gul Q, Tang B
  16. ," Optimal Regression Testing based on Selective Coverage of Test Requirements".
  17. Tao C.
  18. ," An Approach to Regression Test Selection Based on Hierarchical Slicing Technique".
  19. Chen L. , Wang Z. , Xu L.
  20. ,"Test Case Prioritization for Web Service Regression Testing".
  21. Bo Yang, Ji Wu, Chao Liu, Luo Xu
  22. , "A Regression Testing Method for Composite Web Service".
  23. Emelie Engstrom
  24. , "Regression Test Selection and Product Line System Testing".
  25. Wei Jin and Alessandro Orso
  26. , "Automated Behavioral Regression Testing".
  27. http://en. wikipedia. org/wiki/Fuzzy_logic
  28. FULLY AUTOMATED GUI TESTING AND COVERAGE ANALYSIS USING GENETIC ALGORITHMS, International Journal of Innovative Computing, Information and Control ICIC International c 2011 ISSN 1349-4198Volume 7, Number 6, June 2011
Index Terms

Computer Science
Information Sciences

Keywords

GUI Testing Optimized Test Sequence Cost Effective Genetic