EAN: 9783642223730

SPRINGERBRIEFS IN ELECTRICAL AND COMPUTER ENGIN...

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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