Modern Trends in Controlled Stochastic Processes: - Theory and Applications, V.III (Hardcover, 1st 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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Emergence, Complexity and Computation, 41
Release date:	June 2021
First published:	2021
Editors:	Alexey Piunovskiy • Yi Zhang
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	356
Edition:	1st ed. 2021
ISBN-13:	978-3-03-076927-7
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory Books > Science & Mathematics > Mathematics > Applied mathematics > Stochastics Books > Science & Mathematics > Mathematics > Applied mathematics > Non-linear science Books > Science & Mathematics > Physics > Classical mechanics > General Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-076927-5
Barcode:	9783030769277

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