书目名称 | Network Reliability and Resilience |
编辑 | Ilya Gertsbakh,Yoseph Shpungin |
视频video | |
概述 | Introduces a new educational approach using only one-dimensional elements.Uses intuitive mathematics and is scientifically exact.Describes also advanced problems like composite materials and nonlinear |
丛书名称 | SpringerBriefs in Electrical and Computer Engineering |
图书封面 |  |
描述 | This book is devoted to the probabilistic description of the behavior of a network in the process of random removal of its components (links, nodes) appearing as a result of technical failures, natural disasters or intentional attacks. It is focused on a practical approach to network reliability and resilience evaluation, based on applications of Monte Carlo methodology to numerical approximation of network combinatorial invariants, including so-called multidimensional destruction spectra. This allows to develop a probabilistic follow-up analysis of the network in the process of its gradual destruction, to identify most important network components and to develop efficient heuristic algorithms for network optimal design. Our methodology works with satisfactory accuracy and efficiency for most applications of reliability theory to real –life problems in networks. |
出版日期 | Book 2011 |
关键词 | Computer Attacks; Connectivity Estimation; Marginal D- spectra; Monte Carlo; Multidimensional D-spectra; |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-22374-7 |
isbn_softcover | 978-3-642-22373-0 |
isbn_ebook | 978-3-642-22374-7Series ISSN 2191-8112 Series E-ISSN 2191-8120 |
issn_series | 2191-8112 |
copyright | Ilya Gertsbakh 2011 |