From the Law of Large Numbers to Large Deviation Theory in Statistical Physics: An Introduction
Capitolo di libro
Data di Pubblicazione:
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.
Tipologia CRIS:
02.01 Contributo in volume (Capitolo o Saggio)
Elenco autori:
Vulpiani, Angelo; Vergni, Davide; Puglisi, Andrea; Cencini, Massimo; Cecconi, Fabio
Link alla scheda completa:
Titolo del libro:
Large Deviations in Physics: The Legacy of the Law of Large Number