| 书目名称 | Randomized Algorithms for Analysis and Control of Uncertain Systems |
| 副标题 | With Applications |
| 编辑 | Roberto Tempo,Giuseppe Calafiore,Fabrizio Dabbene |
| 视频video | |
| 概述 | Will give the reader tools for dealing with uncertainty in control systems which are more advanced and flexible than either traditional optimal control or robust control.Many examples facilitate the r |
| 丛书名称 | Communications and Control Engineering |
| 图书封面 |  |
| 描述 | .The presence of uncertainty in a system description has always been a critical issue in control. The main objective of .Randomized Algorithms for Analysis and Control of Uncertain Systems, with Applications .(Second Edition) is to introduce the reader to the fundamentals of probabilistic methods in the analysis and design of systems subject to deterministic and stochastic uncertainty. The approach propounded by this text guarantees a reduction in the computational complexity of classical control algorithms and in the conservativeness of standard robust control techniques. The second edition has been thoroughly updated to reflect recent research and new applications with chapters on statistical learning theory, sequential methods for control and the scenario approach being completely rewritten.. .Features:.· self-contained treatment explaining Monte Carlo and Las Vegas randomized algorithms from their genesis in the principles of probability theory to their use for system analysis;.· development of a novel paradigm for (convex and nonconvex) controller synthesis in the presence of uncertainty and in the context of randomized algorithms; .· comprehensive tre |
| 出版日期 | Book 2013Latest edition |
| 关键词 | Analysis and Design Methods; Control Theory; Probabilistic Systems; Randomized Algorithms; Robust Contro |
| 版次 | 2 |
| doi | https://doi.org/10.1007/978-1-4471-4610-0 |
| isbn_softcover | 978-1-4471-6140-0 |
| isbn_ebook | 978-1-4471-4610-0Series ISSN 0178-5354 Series E-ISSN 2197-7119 |
| issn_series | 0178-5354 |
| copyright | Springer-Verlag London 2013 |
发表于 2025-3-21 19:15:06
