Mathematical foundations of complex networked information systems : Politecnico di Torino, Verrès, Italy 2009

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Mathematical foundations of complex networked information systems : Politecnico di Torino, Verrès, Italy 2009

P.R. Kumar, Martin J. Wainwright, Riccardo Zecchina ; Fabio Fagnani, Sophie M. Fosson, Chiara Ravazzi, editors

(Lecture notes in mathematics, 2141 . CIME Foundation subseries)

Springer , Fondazione CIME Roberto Conti, c2015

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Includes bibliographical refenreces

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Description

Introducing the reader to the mathematics beyond complex networked systems, these lecture notes investigate graph theory, graphical models, and methods from statistical physics. Complex networked systems play a fundamental role in our society, both in everyday life and in scientific research, with applications ranging from physics and biology to economics and finance. The book is self-contained, and requires only an undergraduate mathematical background.

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