Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials.
Pham Duy KhanhBoris S. MordukhovichVo Thanh PhatDat Ba TranPublished in: J. Glob. Optim. (2023)
Keyphrases
- optimization problems
- newton method
- discrete optimization
- learning algorithm
- decision trees
- significant improvement
- computationally efficient
- optimization methods
- approximately optimal
- globally convergent
- evolution strategy
- theoretical analysis
- least squares
- combinatorial optimization
- higher order
- optimization approaches
- computational complexity
- orders of magnitude
- global convergence
- worst case
- evolutionary algorithm