A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization.
Songtao LuPublished in: CoRR (2022)
Keyphrases
- constrained optimization
- objective function
- cost function
- constrained optimization problems
- dynamic programming
- k means
- unconstrained optimization
- genetic algorithm
- penalty function
- ant colony optimization
- loss function
- expectation maximization
- linear programming
- computational complexity
- optimal solution
- metaheuristic
- global optimization
- global search
- iterative algorithms
- search space
- stationary points
- augmented lagrangian
- inequality constraints