Convergence of Sign-based Random Reshuffling Algorithms for Nonconvex Optimization.
Zhen QinZhishuai LiuPan XuPublished in: CoRR (2023)
Keyphrases
- optimization problems
- global convergence
- orders of magnitude
- optimization methods
- discrete optimization
- quasi newton
- theoretical analysis
- convergence rate
- global optimization
- convergence theorem
- efficient optimization
- optimization procedure
- combinatorial optimization
- computational complexity
- data structure
- convex optimization
- constrained optimization
- benchmark datasets
- denoising
- evolutionary algorithm
- learning algorithm