Lion Secretly Solves Constrained Optimization: As Lyapunov Predicts.
Lizhang ChenBo LiuKaizhao LiangQiang LiuPublished in: CoRR (2023)
Keyphrases
- constrained optimization
- constrained optimization problems
- constraint handling
- objective function
- asymptotic stability
- stability analysis
- penalty function
- control scheme
- sufficient conditions
- dynamical systems
- unconstrained optimization
- augmented lagrangian
- interval analysis
- inequality constraints
- penalty functions
- iterative methods
- lagrange multipliers
- control law
- closed loop
- neural network
- closed form solutions
- multi class
- genetic algorithm