A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback.
Semih CayciYilin ZhengAtilla EryilmazPublished in: AAAI (2022)
Keyphrases
- constrained optimization
- constrained optimization problems
- constraint handling
- unconstrained optimization
- objective function
- penalty function
- augmented lagrangian
- penalty functions
- lagrange multiplier method
- inequality constraints
- lagrange multipliers
- stability analysis
- closed loop
- dynamical systems
- sufficient conditions
- artificial neural networks
- closed form solutions
- rate distortion
- asymptotic stability
- genetic programming