Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis.
Bo JiangTianyi LinShiqian MaShuzhong ZhangPublished in: Comput. Optim. Appl. (2019)
Keyphrases
- complexity analysis
- optimization problems
- optimization methods
- theoretical analysis
- global optimization
- objective function
- computational complexity
- discrete optimization
- data structure
- computationally efficient
- image restoration and reconstruction
- globally convergent
- evolution strategy
- lower bound
- worst case
- computational cost
- mathematical programming
- cost function
- convex functions
- learning algorithm
- newton method
- genetic algorithm
- data mining