Labelled Markov Processes

Prakash Panangaden (Autor)

Buch | Hardcover

212 Seiten

2009
Imperial College Press (Verlag)
978-1-84816-287-7 (ISBN)

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Labelled Markov processes are probabilistic versions of labelled transition systems with continuous state spaces. This book covers basic probability and measure theory on continuous state spaces and then develops the theory of LMPs. It covers topics such as: bisimulation, logical characterization of bisimulation, metrics and approximation theory.

Labelled Markov processes are probabilistic versions of labelled transition systems with continuous state spaces. The book covers basic probability and measure theory on continuous state spaces and then develops the theory of LMPs.The main topics covered are bisimulation, the logical characterization of bisimulation, metrics and approximation theory. An unusual feature of the book is the connection made with categorical and domain theoretic concepts.

Introduction; Measure Theory; Integration; The Radon-Nikodym Theorem; A Category of Stochastic Relations; Probability Theory on Continuous Spaces; Bisimulation for Labelled Markov Processes; Metrics for Labelled Markov Processes; Approximating Labelled Markov Processes.

Erscheint lt. Verlag	30.6.2009
Verlagsort	London
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
ISBN-10	1-84816-287-1 / 1848162871
ISBN-13	978-1-84816-287-7 / 9781848162877
Zustand	Neuware