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Modern Trends in Controlled Stochastic Processes:

Theory and Applications, V.III
BuchGebunden
356 Seiten
Englisch
Springererschienen am05.06.20211st ed. 2021
This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported.Topics covered in this book include theoretical results and numerical methods for Markov and semi-Markov decision processes, optimal stopping of Markov processes, stochastic games, problems with partial information, optimal filtering, robust control, Q-learning, and self-organizing algorithms. Real-life case studies and applications, e.g., queueing systems, forest management, control of water resources, marketing science, and healthcare, are presented. Scientific researchers and postgraduate students interested in stochastic optimal control,- as well as practitioners will find this book appealing and a valuable reference. âmehr
Verfügbare Formate
BuchGebunden
EUR213,99
BuchKartoniert, Paperback
EUR213,99
E-BookPDF1 - PDF WatermarkE-Book
EUR213,99

Produkt

KlappentextThis book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported.Topics covered in this book include theoretical results and numerical methods for Markov and semi-Markov decision processes, optimal stopping of Markov processes, stochastic games, problems with partial information, optimal filtering, robust control, Q-learning, and self-organizing algorithms. Real-life case studies and applications, e.g., queueing systems, forest management, control of water resources, marketing science, and healthcare, are presented. Scientific researchers and postgraduate students interested in stochastic optimal control,- as well as practitioners will find this book appealing and a valuable reference. â
Details
ISBN/GTIN978-3-030-76927-7
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2021
Erscheinungsdatum05.06.2021
Auflage1st ed. 2021
ReiheEmergence, Complexity and Computation
Seiten356 Seiten
SpracheEnglisch
IllustrationenXII, 356 p. 67 illus., 42 illus. in color.
Artikel-Nr.49508539

Inhalt/Kritik

Inhaltsverzeichnis
Average Cost Markov Decision Processes with Semi-Uniform Feller Transition Probabilities.- First Passage Exponential Optimality Problem for Semi-Markov Decision Processes.- Controlled Random Walk: Conjecture and Counter-Example.- Optimal Stopping Problems for a Family of Continuous-Time Markov Processes.- Control of Continuous-Time Markov Jump Linear Systems with PartialInformation.mehr

Schlagworte