Control of Spatially Structured Random Processes and Random Fields with Applications: 86 (Nonconvex Optimization and Its Applications) - Tapa dura

Daduna, Hans; Knopov, Pavel S.; Chornei, Ruslan K.

 
9780387304090: Control of Spatially Structured Random Processes and Random Fields with Applications: 86 (Nonconvex Optimization and Its Applications)
Tapa dura
ISBN 10: 0387304096 ISBN 13: 9780387304090
Editorial: Springer, 2006

Sinopsis

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.

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De la contraportada

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

- physical and technical systems,

- population dynamics,

- neural networks,

- computer and telecommunication networks,

- complex production networks,

- flexible manufacturing systems,

- logistic networks and transportation systems,

- environmental engineering,

- climate modelling and prediction,

- earth surface models.

Classical stochastic dynamic optimization forms the framework of the book. Taken as a whole, the project undertaken in the book is to establish optimality or near-optimality for Markovian policies in the control of spatiotemporal Markovian processes. The authors apply this general principle to different frameworks of Markovian systems and processes. Depending on the structure of the systems and the surroundings of the model classes the authors arrive at different levels of simplicity for the policy classes which encompass optimal or nearly optimal policies. A set of examples accompanies the theoretical findings, and these examples should demonstrate some important application areas for the theorems discussed.

Audience

This book is intended for experts in applied mathematics, cybernetics, and in the theory of optimal control.

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Editorial
Springer
Año de publicación
2006
Idioma
Inglés
ISBN 10 
0387304096
ISBN 13 
9780387304090
Encuadernación
Tapa dura
Número de páginas
276
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9781489992444: Control of Spatially Structured Random Processes and Random Fields with Applications: 86 (Nonconvex Optimization and Its Applications)

Edición Destacada

ISBN 10:  1489992448 ISBN 13:  9781489992444
Editorial: Springer, 2014
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