Modern Trends in Controlled Stochastic Processes: : Theory and Applications, V.III: 41 (Emergence, Complexity and Computation) - Hardcover

Hardcover

ISBN 10: 3030769275 ISBN 13: 9783030769277

Verlag: Springer, 2021

Inhaltsangabe

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.

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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 bookappealing and a valuable reference.

​

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2021
• ISBN 10: 3030769275
• ISBN 13: 9783030769277
• Einband: Tapa dura
• Sprache: Englisch
• Auflage: 1
• Anzahl der Seiten: 370
• Herausgeber: Piunovskiy Alexey, Zhang Yi
• Kontakt zum Hersteller: Nicht verfügbar