株式会社極東書店トップ ＞ 商品一覧 ＞ Randomized Algorithms for Analysis and Control of Uncertain Systems: With Applications. 2nd ed. 2013
商品詳細
Randomized Algorithms for Analysis and Control of Uncertain Systems: With Applications. 2nd ed. 2013
・ISBN 978-1-4471-6140-0 paper EUR 149.99
￥40,091.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Tempo, Roberto / Calafiore, Giuseppe / Dabbene, Fabrizio, |
|---|---|
| シリーズ | (Communications and Control Engineering) |
| 出版社 | (Springer London Ltd, UK) |
| 出版年月 | 2014 |
| ページ数 | 360 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-35507＞ |
解説
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 treatment of multivariate sample generation techniques, including consideration of thedifficulties involved in obtaining identically and independently distributed samples;
? applications of randomized algorithms in various endeavours, such as PageRank computation for the Google Web search engine, unmanned aerial vehicle design (both new in the second edition), congestion control of high-speed communications networks and stability of quantized sampled-data systems.
Randomized Algorithms for Analysis and Control of Uncertain Systems (second edition) is certain to interest academic researchers and graduate control students working in probabilistic, robust or optimal control methods and control engineers dealing with system uncertainties.
The present book is a very timely contribution to the literature. I have no hesitation in asserting that it will remain a widely cited reference work for many years.
M. Vidyasagar