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Control of Spatially Structured Random Processes and Random Fields with Applications

Gebonden Engels 2006 2006e druk 9780387304090
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Samenvatting

This book is devoted to the study and optimization of spatiotemporal stochastic processes - processes which develop simultaneously in space and time under random influences. These processes are seen to occur almost everywhere when studying the global behavior of complex systems. The book presents problems and content not considered in other books on controlled Markov processes, especially regarding controlled Markov fields on graphs.

Specificaties

ISBN13:9780387304090
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:262
Uitgever:Springer US
Druk:2006

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Inhoudsopgave

Prerequisites from the Theory of Stochastic Processes and Stochastic Dynamic Optimization.- Local Control of Discrete Time Interacting Markov Processes with Graph Structured State Space.- Sequential Stochastic Games with Distributed Players on Graphs.- Local Control of Continuous Time Interacting Markov and Semi-Markov Processes with Graph Structured State Space.- Connections with Optimization of Random Field in Different Areas.

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€ 120,99
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        Control of Spatially Structured Random Processes and Random Fields with Applications