| 书目名称 | Modern Trends in Controlled Stochastic Processes: | | 副标题 | Theory and Applicati | | 编辑 | Alexey Piunovskiy,Yi Zhang | | 视频video | | | 概述 | Presents the proceedings of the International Workshop "Modern Trends in Controlled Stochastic Processes: Theory and Applications" to be held in Liverpool in 2021.Consists of three sections fundamenta | | 丛书名称 | Emergence, Complexity and Computation | | 图书封面 |  | | 描述 | .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... . | | 出版日期 | Conference proceedings 2021 | | 关键词 | Markov Processes; Diffusions; Stochastic Processes; Markov Decision Processes; Optimal Control; Stochasti | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-76928-4 | | isbn_softcover | 978-3-030-76930-7 | | isbn_ebook | 978-3-030-76928-4Series ISSN 2194-7287 Series E-ISSN 2194-7295 | | issn_series | 2194-7287 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 18:06:15
