Electronic Resource

Modern Trends in Controlled Stochastic Processes:

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Penilaian

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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 book appealing and a valuable reference.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
1908000373	EB0000847	519.23 Mod	Central Library (OPAC)	Available

Detail Information

Series Title

Emergence, Complexity and Computation

Call Number

519.23 Mod

Publisher

Switzerland : Springer Cham., 2021

Collation

xii, 356p.:Ill

Language

English

ISBN/ISSN

978-3-030-76928-4

Classification

519.23

Content Type

Ebook

Media Type

-

Carrier Type

online resource

Edition

-

Subject(s)

Stochastic control theory

Specific Detail Info

-

Statement of Responsibility

BRF

Other version/related

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