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.
| ISBN: | 9783319169668 |
| Publication date: | 9th June 2015 |
| Author: | PR Kumar, Martin J Wainwright |
| Publisher: | Springer International Publishing AG |
| Format: | Paperback |
| Pagination: | 135 pages |
| Series: | Lecture Notes in Mathematics |
| Genres: |
Cybernetics and systems theory Combinatorics and graph theory Mathematical physics |