Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis.
Bo JiangTianyi LinShiqian MaShuzhong ZhangPublished in: CoRR (2016)
Keyphrases
- complexity analysis
- optimization problems
- theoretical analysis
- discrete optimization
- learning algorithm
- combinatorial optimization
- evolutionary algorithm
- objective function
- significant improvement
- global optimization
- optimization methods
- worst case
- lower bound
- computational complexity
- mathematical programming
- variational inequalities
- convex functions
- nonlinear programming
- machine learning
- globally convergent
- image restoration and reconstruction