| 书目名称 | Product of Random Stochastic Matrices and Distributed Averaging |
| 编辑 | Behrouz Touri |
| 视频video | |
| 概述 | Selected as an outstanding contribution by the University of Illinois.Reports fundamental new results with wide-ranging applications.Relevant in many disciplines including engineering, computer scienc |
| 丛书名称 | Springer Theses |
| 图书封面 |  |
| 描述 | .The thesis deals with averaging dynamics in a multiagent networked system, which is a main mechanism for diffusing the information over such networks. It arises in a wide range of applications in engineered physical networks (such as mobile communication and sensor networks), as well as social and economic networks. The thesis provides in depth study of stability and other phenomena characterizing the limiting behavior of both deterministic and random averaging dynamics. By developing new concepts, and using the tools from dynamic system theory and non-negative matrix theory, several novel fundamental results are rigorously developed. These contribute significantly to our understanding of averaging dynamics as well as to non-negative random matrix theory. The exposition, although highly rigorous and technical, is elegant and insightful, and accompanied with numerous illustrative examples, which makes this thesis work easily accessible to those just entering this field and will also be much appreciated by experts in the field.. |
| 出版日期 | Book 2012 |
| 关键词 | Averaging in General State Spaces; Consensus in Multiagent Systems; Distributed Averaging; Ergodicity a |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-28003-0 |
| isbn_softcover | 978-3-642-44465-4 |
| isbn_ebook | 978-3-642-28003-0Series ISSN 2190-5053 Series E-ISSN 2190-5061 |
| issn_series | 2190-5053 |
| copyright | Springer-Verlag Berlin Heidelberg 2012 |
发表于 2025-3-21 16:46:52
