Mathematical Foundations of Complex Networked Information Systems: Politecnico di Torino, Verrès, Italy 2009
P.R. Kumar, Martin J. Wainwright, Riccardo Zecchina, Fabio Fagnani, Sophie M. Fosson, Chiara Ravazzi - Mathematical Foundations of Complex Networked Information Systems: Politecnico di Torino, Verrès, Italy 2009
Published: 2015-05-20 | ISBN: 3319169661 | PDF | 135 pages | 3.05 MB
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.