Adaptive formal approximations of Markov chains

We explore formal approximation techniques for Markov chains based on state–space reduction that aim at improving the scalability of the analysis, while providing formal bounds on the approximation error. We first present a comprehensive survey of existing state-reduction techniques based...

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Bibliographic Details
Main Authors: Abate, A, Andriushchenko, R, Ceska, M, Kwiatkowska, M, Palmer, T
Format: Journal article
Language:English
Published: Elsevier 2021