Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration.
Risto TrajanovAna NikolikjGjorgjina CenikjFabien TeytaudMathurin VideauOlivier TeytaudTome EftimovManuel López-IbáñezCarola DoerrPublished in: CoRR (2022)
Keyphrases
- computational cost
- improved algorithm
- computationally efficient
- linear programming
- detection algorithm
- times faster
- learning algorithm
- dynamic programming
- optimization algorithm
- optimal solution
- computational complexity
- preprocessing
- experimental study
- ant colony optimization
- cost function
- search space
- estimation algorithm
- probabilistic model
- classification algorithm
- memory requirements
- clustering method
- selection algorithm
- segmentation algorithm
- simulated annealing
- significant improvement
- k means
- data streams
- data structure
- objective function
- reinforcement learning
- similarity measure