Control of Spatially Structured Random Processes and Random Fields with Applications

This book is devoted to the study and optimization of spatiotemporal stochastic processes, that is, 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, including •...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Chornei, Ruslan K. (Συγγραφέας), Daduna, Hans (Συγγραφέας), Knopov, Pavel S. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Boston, MA : Springer US, 2006.
Σειρά:Nonconvex Optimization and Its Applications, 86
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.