Network Reliability and Resilience
Gertsbakh, Ilya, Shpungin, Yoseph
Produktnummer:
18064ad504924b453da74da6f88c543133
| Autor: | Gertsbakh, Ilya Shpungin, Yoseph |
|---|---|
| Themengebiete: | Computer Attacks Connectivity Estimation Marginal D- spectra Monte Carlo Multidimensional D-spectra Network Resilience Node Removal Probabilistic Measures quality control, reliability, safety and risk |
| Veröffentlichungsdatum: | 04.09.2011 |
| EAN: | 9783642223730 |
| Sprache: | Englisch |
| Seitenzahl: | 64 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer Berlin |
Produktinformationen "Network Reliability and Resilience"
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.
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