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.
Mathematical Foundations of Complex Networked Information Systems Politecnico di Torino, Verrès, Italy 2009
Author(s): P.R. Kumar; Martin J. Wainwright; Riccardo Zecchina
Publisher: Springer
ISBN: 9783319169668
Edition:
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