Modern Trends in Controlled Stochastic Processes: Theory and Applications, V.III (1st ed. 2021) (Emergence, Complexity and Computation #41)

By: Alexey Piunovskiy and Yi Zhang

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783030769284
Related ISBNs:: 9783030769277
Publisher:: Springer International Publishing
Date of Addition:: 07/06/21
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Computers and Internet, Technology, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Alexey Piunovskiy
Edited by:: Yi Zhang