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Mathematical Foundations of Complex Networked Information Systems - Politecnico di Torino, Verres, Italy 2009 (Paperback, 2015 ed.)

Fabio Fagnani; P.R. Kumar; Edited by Sophie M. Fosson; Martin J Wainwright; Edited by Chiara Ravazzi; …

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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.