Towards dynamic algorithm selection for numerical black-box optimization: investigating BBOB as a use case.
Diederick VermettenHao WangThomas BäckCarola DoerrPublished in: GECCO (2020)
Keyphrases
- black box
- optimization algorithm
- learning algorithm
- selection algorithm
- computational complexity
- constrained optimization
- optimization process
- optimization model
- preprocessing
- detection algorithm
- objective function
- combinatorial optimization
- optimization method
- segmentation algorithm
- cost function
- k means
- dynamic programming
- np hard
- optimal solution
- incremental learning
- evolution strategy
- white box