On Constructing Algorithm Portfolios in Algorithm Selection for Computationally Expensive Black-box Optimization in the Fixed-budget Setting.
Takushi YoshikawaRyoji TanabePublished in: GECCO Companion (2024)
Keyphrases
- black box
- dynamic programming
- computationally expensive
- optimal solution
- detection algorithm
- optimization algorithm
- search space
- k means
- learning algorithm
- expectation maximization
- objective function
- computational cost
- optimization problems
- computational complexity
- matching algorithm
- computationally efficient
- selection algorithm
- preprocessing
- incremental learning
- convergence rate
- global search
- database
- segmentation algorithm
- linear programming
- cost function
- multi objective
- genetic algorithm