In ictac'15, lncs 9399 (2015).
Back to Top Author Frits Vaandrager ( Department of Software Science, Institute for Computing and Information Sciences at Radboud University, Nijmegen, The Netherlands.
Assume the teacher knows the Mealy machine M from Figure.
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Berg,., Grinchtein,., Jonsson,., Leucker,., Raffelt,., Steffen,.In later work, 16, 19 the black box checking approach has been further refined and it has been successfully applied to several industrial cases.The project concerned the introduction of a new hardware component, the Power Control Component (PCC which is used to start-up and shutdown an interventional radiology system.The teacher answers yes if this is the case.Formally, an observation table is a triple ( S, E, row where row : S ( S I ) ( E O ).Nevertheless, from a practical perspective, we would like to be able to make quantitative statements about the quality of learned models and, for instance, assert that a hypothesis is approximately correct davidson harley manual motorcycle boots ladies with high probability.
Moreover, the behavior of systems is often timing dependent and a certain output may only occur if some input has not been offered for a certain amount of time.
Learning and testing can be easily parallelized when it is possible to run multiple instances of the SUL concurrently.
24, 25 is currently the most efficient algorithm for active learning.Hoare, one could say that in every large program there is a small state machine trying to get out.Generating models of infinite-state communication protocols using regular inference with abstraction.A membership query can now be implemented by bringing the SUL to its initial state and then observing the outputs generated by the SUL in response to the given input sequence.The task of the learner is to learn.24, 4 (2014 253288.12, 1 (1995 1923.