From the Law of Large Numbers to Large Deviation Theory in Statistical Physics: An Introduction
Chapter
Publication Date:
2014
abstract:
This contribution aims at introducing the topics of this book. We start with a brief historical excursion on the developments from the law of large numbers to the central limit theorem and large deviations theory. The same topics are then presented using the language of probability theory. Finally, some applications of large deviations theory in physics are briefly discussed through examples taken from statistical mechanics, dynamical and disordered systems.
Iris type:
02.01 Contributo in volume (Capitolo o Saggio)
List of contributors:
Vulpiani, Angelo; Vergni, Davide; Puglisi, Andrea; Cencini, Massimo; Cecconi, Fabio
Book title:
Large Deviations in Physics: The Legacy of the Law of Large Number