Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization.
Raphael Patrick PragerMoritz Vinzent SeilerHeike TrautmannPascal KerschkePublished in: SSCI (2021)
Keyphrases
- black box
- optimization algorithm
- cost function
- optimization method
- detection algorithm
- learning algorithm
- computational complexity
- selection algorithm
- preprocessing
- optimization process
- dynamic programming
- combinatorial optimization
- optimization problems
- black boxes
- worst case
- np hard
- optimal solution
- expectation maximization
- probabilistic model
- k means
- evolutionary algorithm
- selection criterion
- selection scheme