Using Model Checking to Generate Test Cases for Critical Systems - Ding, Wei
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This thesis presents specification-based test case generation and evaluation techniques. The methods combine mutation analysis with model checking techniques to generate tests to systematically check for safety properties. We generated two categories of tests to check system safety properties from complementary perspective, which are safety passing and failing tests. A set of safety coverage criteria are defined to evaluate the tests. To show the feasibility of our method, we developed a tool kit and applied our method to a sample specification. We automatically generated tests and evaluated…mehr

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Produktbeschreibung
This thesis presents specification-based test case generation and evaluation techniques. The methods combine mutation analysis with model checking techniques to generate tests to systematically check for safety properties. We generated two categories of tests to check system safety properties from complementary perspective, which are safety passing and failing tests. A set of safety coverage criteria are defined to evaluate the tests. To show the feasibility of our method, we developed a tool kit and applied our method to a sample specification. We automatically generated tests and evaluated the tests with our safety coverage criteria and also on a Java implementation.
Autorenporträt
Wei Ding is an Assistant Professor of Computer Science at the University of Massachusetts Boston. Her main research interests include Data Mining, Machine Learning, Artificial Intelligence, and Computational Semantics. She is the recipient of 2 best paper awards and the Best PhD Work Award 2007-2010 from the University of Houston.