Convergence of adaptive algorithms for weakly convex constrained optimization.
Ahmet AlacaogluYura MalitskyVolkan CevherPublished in: CoRR (2020)
Keyphrases
- constrained optimization
- adaptive algorithms
- stationary points
- inequality constraints
- non stationary
- augmented lagrangian
- penalty functions
- constrained optimization problems
- noise cancellation
- constraint handling
- objective function
- unconstrained optimization
- penalty function
- interval analysis
- lagrange multipliers
- convergence rate
- optimization algorithm
- particle swarm optimization
- multi objective
- iterative algorithms
- feature space
- optimal solution