Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
Leticia F. Cugliandolo, Eric W. Tramel, Riccardo Zecchina, Lenka Zdeborova, Federico Ricci-Tersenghi, Florent Krzakala
E-bok
2015687 kr
Mathematical Foundations of Complex Networked Information Systems
Politecnico di Torino, Verrès, Italy 2009
AvRiccardo Zecchina,Martin J. Wainwright
E-bok
PDF, Engelska, 2015504 kr
Läs direkt i Bokus Reader – eller ladda ned till din enhet (PDF kräver ofta zoom och scroll på små skärmar).
Beskrivning
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.
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