A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization.
Songtao LuPublished in: ICML (2022)
Keyphrases
- constrained optimization
- objective function
- unconstrained optimization
- dynamic programming
- cost function
- k means
- computational complexity
- search space
- expectation maximization
- augmented lagrangian
- np hard
- probabilistic model
- particle swarm optimization
- optimization algorithm
- ant colony optimization
- optimal solution
- lagrange multipliers
- iterative methods
- penalty functions
- genetic algorithm