On the connections between optimization algorithms, Lyapunov functions, and differential equations: theory and insights.
Paul DobsonJesús María Sanz-SernaKonstantinos ZygalakisPublished in: CoRR (2023)
Keyphrases
- differential equations
- dynamical systems
- optimization problems
- control theory
- difference equations
- least squares
- computational complexity
- pattern recognition
- boundary value problem
- brownian motion
- learning algorithm
- mathematical model
- closed loop
- mathematical models
- numerical methods
- transmission line
- image processing
- continuous functions