Mathematical Foundations of Complex Networked Information Systems
Kumar, P.R.
Mathematical Foundations of Complex Networked Information Systems Politecnico di Torino, Verrès, Italy 2009 / [electronic resource] : by P.R. Kumar, Martin J. Wainwright, Riccardo Zecchina ; edited by Fabio Fagnani, Sophie M. Fosson, Chiara Ravazzi. - VII, 135 p. 34 illus., 24 illus. in color. online resource. - C.I.M.E. Foundation Subseries ; 2141 . - C.I.M.E. Foundation Subseries ; 2141 .
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.
9783319169675
10.1007/978-3-319-16967-5 doi
Complex Systems.
Graph Theory.
Mathematical Applications in the Physical Sciences.
Applications of Graph Theory and Complex Networks.
Q295
519
Mathematical Foundations of Complex Networked Information Systems Politecnico di Torino, Verrès, Italy 2009 / [electronic resource] : by P.R. Kumar, Martin J. Wainwright, Riccardo Zecchina ; edited by Fabio Fagnani, Sophie M. Fosson, Chiara Ravazzi. - VII, 135 p. 34 illus., 24 illus. in color. online resource. - C.I.M.E. Foundation Subseries ; 2141 . - C.I.M.E. Foundation Subseries ; 2141 .
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.
9783319169675
10.1007/978-3-319-16967-5 doi
Complex Systems.
Graph Theory.
Mathematical Applications in the Physical Sciences.
Applications of Graph Theory and Complex Networks.
Q295
519