2015 · 52 citations · 17 references
ComputingComputer EngineeringComputer ScienceFault-tolerant ComputingModel-based Systems EngineeringSoftware EngineeringDesign For TestabilityFault ModelingModel-driven Software EngineeringSoftware TestingModel TestingModel-based TestingMutation TestingTest Case GenerationTest CasesTest ExecutionTest GenerationTesting
Model-based mutation testing (MBMT) is a promising testing methodology that relies on a model of the system under test (SUT) to create test cases. Hence, MBMT is a so-called black-box testing approach. It also is fault based, as it creates test cases that are guaranteed to reveal certain faults: after inserting a fault into the model of the SUT, it looks for a test case revealing this fault. This turns MBMT into one of the most powerful and versatile test case generation approaches available as its tests are able to demonstrate the absence of certain faults, can achieve both, control-flow and data-flow coverage of model elements, and also may include information about the behaviour in the failure case. The latter becomes handy whenever the test execution framework is bound in the number of observations it can make and - as a consequence - has to restrict them. However, this versatility comes at a price: MBMT is computationally expensive. The tool MoMuT::UML (https://www.momut.org) is the result of a multi-year research effort to bring MBMT from the academic drawing board to industrial use. In this paper we present the current stable version, share the lessons learnt when applying two generations of MoMuT::UML in an industrial setting, and give an outlook on the upcoming, third,generation.
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Test Generation with Inputs, Outputs and Repetitive Quiescence
Jan Tretmans · 1996 · 487 citations
Using model checking to generate tests from specifications
Paul Ammann, William J. Majurski · 2002 · 316 citations
A theory of fault-based testing
Larry Morell · IEEE Transactions on Software Engineering · 1990 · 287 citations