Mathematical Foundations of Complex Networked Information Systems
Politecnico di Torino, Verrès, Italy 2009| By: | P. R. Kumar; Martin J. Wainwright; Riccardo Zecchina |
| Publisher: | Springer Nature |
| Print ISBN: | 9783319169668 |
| eText ISBN: | 9783319169675 |
| Edition: | 0 |
| Copyright: | 2015 |
| Format: | Reflowable |
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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.