Uniform Random Sampling of Traces in Very Large Models

Abstract : This paper presents some first results on how to perform uniform random walks (where every trace has the same probability to occur) in very large models. The models considered here are described in a succinct way as a set of communicating reactive modules. The method relies upon techniques for counting and drawing uniformly at random words in regular languages. Each module is considered as an automaton defining such a language. It is shown how it is possible to combine local uniform drawings of traces, and to obtain some global uniform random sampling, without construction of the global model.
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Submitted on : Monday, June 19, 2006 - 6:52:22 PM
Last modification on : Friday, January 4, 2019 - 5:32:32 PM
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Alain Denise, Marie-Claude Gaudel, Sandrine-Dominique Gouraud, Richard Lasseigne, Sylvain Peyronnet. Uniform Random Sampling of Traces in Very Large Models. First International Workshop on Random Testing, 2006, Portland, Maine, United States. pp.10-19. ⟨hal-00080471⟩

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