Mathematical Foundations of Complex Networked Information Systems
Politecnico di Torino, Verrès, Italy 2009
Riccardo Zecchina, P.R. Kumar, Martin J. Wainwright, et al.
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Springer International Publishing 
Naturwissenschaften, Medizin, Informatik, Technik / Sonstiges
Beschreibung
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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Schlagwörter
Graphical Models, Complex Networks, 05C80,05C85,05C90, Wireless Networking, Statistical Physics, Random Graphs