Robust hybrid zero-order optimization algorithms with acceleration via averaging in time.
Jorge I. PovedaNa LiPublished in: Autom. (2021)
Keyphrases
- optimization problems
- computationally efficient
- learning algorithm
- discrete optimization
- worst case
- theoretical analysis
- stochastic search
- parameter tuning
- optimization methods
- computational efficiency
- orders of magnitude
- neural network
- optimization approaches
- recently developed
- combinatorial optimization
- benchmark datasets
- computational complexity
- data structure
- times faster
- machine learning algorithms
- optimization algorithm
- significant improvement
- evolution strategy
- face recognition
- data sets
- efficient optimization
- hybrid approaches