Mathematical Foundations of Complex Networked Information Systems
Politecnico di Torino, Verrès, Italy 2009
Nonfiction, Science & Nature, Mathematics, Graphic Methods, Applied
| Author: | Riccardo Zecchina, P.R. Kumar, Martin J. Wainwright | ISBN: | 9783319169675 |
| Publisher: | Springer International Publishing | Publication: | May 19, 2015 |
| Imprint: | Springer | Language: | English |
| Author: | Riccardo Zecchina, P.R. Kumar, Martin J. Wainwright |
| ISBN: | 9783319169675 |
| Publisher: | Springer International Publishing |
| Publication: | May 19, 2015 |
| Imprint: | Springer |
| Language: | English |
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.
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.
