Modern Trends in Controlled Stochastic Processes:: Theory and Applications, V.III - Couverture souple

Livre 37 sur 44: Emergence, Complexity and Computation
 
9783030769307: Modern Trends in Controlled Stochastic Processes:: Theory and Applications, V.III

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.

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Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9783030769277: Modern Trends in Controlled Stochastic Processes:: Theory and Applications, V.III

Edition présentée

ISBN 10 :  3030769275 ISBN 13 :  9783030769277
Editeur : Springer Nature Switzerland AG, 2021
Couverture rigide