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Authors: Anastasis A. Sofokleous 1 ; Andria Krokou 1 and Andreas S. Andreou 2

Affiliations: 1 University of Cyprus, Cyprus ; 2 Cyprus University of Technology, Cyprus

Keyword(s): Automatic Testing, Required k-tuples, Genetic Algorithms.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Evolutionary Programming ; Information Systems Analysis and Specification ; Modeling Formalisms, Languages and Notations ; Software Engineering

Abstract: This paper examines the use of data flow criteria in software testing and uses evolutionary algorithms to automate the generation of test data with respect to the required k-tuples criterion. The proposed approach is incorporated into an existing test data generation framework consisting of a program analyzer and a test data generator. The former analyses JAVA programs, creates control and data flow graphs, generates paths in relation to data flow dependencies, simulates test cases execution and determines code coverage on the control flow graphs. The test data generator takes advantage of the program analyzer capabilities and generates test cases by utilizing a series of genetic algorithms. The performance of the framework is compared to similar methods and evaluated using both standard and randomly generated JAVA programs. The preliminary results demonstrate the efficacy and efficiency of this approach.

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Paper citation in several formats:
A. Sofokleous, A.; Krokou, A. and S. Andreou, A. (2010). AUTOMATIC SEARCH-BASED TESTING WITH THE REQUIRED K-TUPLES CRITERION. In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 978-989-8425-05-8; ISSN 2184-4992, SciTePress, pages 250-255. DOI: 10.5220/0002902302500255

@conference{iceis10,
author={Anastasis {A. Sofokleous}. and Andria Krokou. and Andreas {S. Andreou}.},
title={AUTOMATIC SEARCH-BASED TESTING WITH THE REQUIRED K-TUPLES CRITERION},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2010},
pages={250-255},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002902302500255},
isbn={978-989-8425-05-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - AUTOMATIC SEARCH-BASED TESTING WITH THE REQUIRED K-TUPLES CRITERION
SN - 978-989-8425-05-8
IS - 2184-4992
AU - A. Sofokleous, A.
AU - Krokou, A.
AU - S. Andreou, A.
PY - 2010
SP - 250
EP - 255
DO - 10.5220/0002902302500255
PB - SciTePress

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