1. Recurrence times, waiting times and universal entropy production estimators
- Author
-
Cristadoro G., Degli Esposti M., Jakšić V., Raquépas R., Cristadoro G., Degli Esposti M., Jaksic V., Raquepas R., Cristadoro, G, Degli Esposti, M, Jakšić, V, and Raquépas, R
- Subjects
FOS: Computer and information sciences ,Relative entropy ,Decoupled measure ,Computer Science - Information Theory ,Information Theory (cs.IT) ,Probability (math.PR) ,82C05, 37B10 (Primary) 37B20, 37M25, 92D20 (Secondary) ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Entropy estimation · Cross-entropy · Relative entropy · Decoupled measure ,Mathematical Physics (math-ph) ,Dynamical Systems (math.DS) ,MAT/07 - FISICA MATEMATICA ,FOS: Mathematics ,Cross-entropy ,Mathematics - Dynamical Systems ,Entropy estimation ,Mathematics - Probability ,Mathematical Physics - Abstract
The universal typical-signal estimators of entropy and cross-entropy based on the asymptotics of recurrence and waiting times play an important role in information theory. Building on their construction, we introduce and study universal typical-signal estimators of entropy production in the context of nonequilibrium statistical mechanics of one-sided shifts over finite alphabets.
- Published
- 2023
- Full Text
- View/download PDF