Information Geometric Measures of Complexity with Applications to Classical and Quantum Physical Settings
Carlo Cafaro, Sean A. Ali
TL;DR
This paper explores the use of information geometry to quantify complexity and chaos in classical and quantum systems, providing a theoretical framework and various results from the authors' research.
Contribution
It introduces the Information Geometric Approach to Chaos (IGAC) and applies it to analyze complexity in physical systems, advancing the theoretical understanding.
Findings
Development of a unified geometric framework for chaos analysis
Application of IGAC to classical and quantum systems
New insights into the geometric nature of complexity
Abstract
We discuss the fundamental theoretical framework together with numerous results obtained by the authors and colleagues over an extended period of investigation on the Information Geometric Approach to Chaos (IGAC).
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.