Langevin Dynamics: A Unified Perspective on Optimization via Lyapunov Potentials.
August Y. ChenAyush SekhariKarthik SridharanPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- optimization problems
- global optimization
- optimization process
- optimization algorithm
- optimization model
- viewpoint
- nonlinear dynamics
- stability analysis
- constrained optimization
- asymptotic stability
- tracking error
- unified model
- adaptive control
- control law
- optimization method
- sufficient conditions
- artificial neural networks
- control theory
- real time
- discrete optimization