Gradient-Free Algorithms for Solving Stochastic Saddle Optimization Problems with the Polyak-Łojasiewicz Condition.
S. I. SadykovAleksandr V. LobanovAndrei M. RaigorodskiiPublished in: Program. Comput. Softw. (2023)
Keyphrases
- optimization problems
- combinatorial optimization
- evolutionary algorithm
- optimization methods
- objective function
- theoretical analysis
- significant improvement
- cost function
- learning algorithm
- discrete optimization
- traveling salesman problem
- knapsack problem
- times faster
- nonlinear programming
- stochastic approximation
- constrained problems
- convex optimization problems