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Mathematical Foundations of Complex Networked Information Systems : Politecnico di Torino, Verres, Italy 2009 - P. R. Kumar

Mathematical Foundations of Complex Networked Information Systems

Politecnico di Torino, Verres, Italy 2009

By: P. R. Kumar, Martin J. Wainwright, Riccardo Zecchina

eText | 19 May 2015

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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.

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