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GECCO
2010
Springer

Factors affecting the use of genetic algorithms in test suite augmentation

9 years 2 months ago
Factors affecting the use of genetic algorithms in test suite augmentation
Test suite augmentation techniques are used in regression testing to help engineers identify code elements affected by changes, and generate test cases to cover those elements. Researchers have created various approaches to identify affected code elements, but only recently have they considered integrating, with this task, approaches for generating test cases. In this paper we explore the use of genetic algorithms in test suite augmentation. We identify several factors that impact the effectiveness of this approach, and we present the results of a case study exploring the effects of one of these factors: the manner in which existing and newly generated test cases are utilized by the genetic algorithm. Our results reveal several ways in which this factor can influence augmentation results, and reveal open problems that researchers must address if they wish to create augmentation techniques that make use of genetic algorithms. Categories and Subject Descriptors D.2.5 [Software Engin...
Zhihong Xu, Myra B. Cohen, Gregg Rothermel
Added 24 Aug 2010
Updated 24 Aug 2010
Type Conference
Year 2010
Where GECCO
Authors Zhihong Xu, Myra B. Cohen, Gregg Rothermel
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