Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization.
Konstantin DietrichRaphael Patrick PragerCarola DoerrHeike TrautmannPublished in: CoRR (2024)
Keyphrases
- black box
- optimization algorithm
- computational complexity
- selection algorithm
- optimization method
- optimization process
- detection algorithm
- constrained optimization
- k means
- combinatorial optimization
- simulated annealing
- dynamic programming
- cost function
- extracted features
- target tracking
- fine tuning
- white box testing
- search space
- matching algorithm
- image features
- np hard
- optimal solution
- case study
- clustering algorithm
- database