Efficient random coordinate descent algorithms for large-scale structured nonconvex optimization.
Andrei PatrascuIon NecoaraPublished in: J. Glob. Optim. (2015)
Keyphrases
- optimization problems
- computationally efficient
- efficient optimization
- computational cost
- combinatorial optimization
- theoretical analysis
- data structure
- optimization methods
- computationally expensive
- learning algorithm
- computationally complex
- discrete optimization
- efficient implementation
- evolutionary algorithm
- highly efficient
- real world
- optimization algorithm
- differential evolution
- optimization method
- worst case
- constrained optimization
- evolution strategy
- objective function
- decision trees
- subgradient method