Ruslan K. Chornei,
Hans Daduna,
Pavel S. Knopov
Springer US
e druk, 2014
9781489992444
Control of Spatially Structured Random Processes and Random Fields with Applications
Specificaties
Paperback, blz.
|
Engels
Springer US |
e druk, 2014
ISBN13: 9781489992444
Rubricering
Onderdeel van serie
Nonconvex Optimization and Its Applications
Levertijd ongeveer 8 werkdagen
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
ISBN13:9781489992444
Taal:Engels
Bindwijze:paperback
Uitgever:Springer US
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.