Network Reliability and Resilience

2011
ISBN: 978-3-642-22373-0
Verlag: Springer

Buch, Englisch, 64 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 149 g

Reihe: SpringerBriefs in Electrical and Computer Engineering

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.

Zielgruppe

Research

Autoren/Hrsg.

Shpungin, Yoseph

Gertsbakh, Ilya

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Netzwerkmanagement
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle

Inhaltsverzeichnis

Theory.- Applications.