Shannon Meets Lyapunov: Connections between Information Theory and Dynamical Systems.
Tim HollidayPeter W. GlynnAndrea GoldsmithPublished in: CDC/ECC (2005)
Keyphrases
- information theory
- dynamical systems
- information theoretic
- control theory
- differential equations
- statistical mechanics
- statistical learning
- shannon entropy
- dynamic systems
- jensen shannon divergence
- state space
- qualitative simulation
- conditional entropy
- control law
- linear systems
- kullback leibler divergence
- nonlinear dynamics
- nonlinear dynamical systems
- agent environment
- mutual information
- information geometry
- image processing
- image segmentation
- cellular automata
- computer vision
- predictive state representations