Controlled Markov Fields with Finite State Space on Graphs

Discrete time Markov chains with multidimensional state space are considered where the coordinates are locally interacting and develop synchronously. The interaction structure of the process is given by some general graph. Decision makers control the system's behaviour on the coordinate level u...

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Veröffentlicht in:	Stochastic models 2005-10, Vol.21 (4), p.847-874
Hauptverfasser:	Chornei, Ruslan K., Daduna V. M., Hans, Knopov, Pavel S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Average expected costs Computer science control theory systems Control theory. Systems Exact sciences and technology Interacting processes Local strategies Local transitions Markov chains Markov policy Markov processes Markov random fields Mathematics Modelling and identification Probability and statistics Probability theory and stochastic processes Sciences and techniques of general use Special processes (renewal theory, markov renewal processes, semi-markov processes, statistical mechanics type models, applications) Synchronous transitions
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