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By: Martin J. Wainwright (Author) , P.R. Kumar (Author) , Riccardo Zecchina (Author) , Chiara Ravazzi (Edited by) , Fabio Fagnani (Edited by) , Sophie M. Fosson (Edited by)
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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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