Lumpability for uncertain continuous-time Markov chains

The assumption of perfect knowledge of rate parameters in continuous-time Markov chains (CTMCs) is undermined when confronted with reality, where they may be uncertain due to lack of information or because of measurement noise. In this paper we consider uncertain CTMCs, where rates are assumed to va...

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Bibliographic Details
Main Authors: Cardelli, L, Grosu, R, Larsen, KG, Tribastone, M, Tschaikowski, M, Vandin, A
Format: Conference item
Language:English
Published: Springer Nature 2021