Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration.
Risto TrajanovAna NikolikjGjorgjina CenikjFabien TeytaudMathurin VideauOlivier TeytaudTome EftimovManuel López-IbáñezCarola DoerrPublished in: PPSN (1) (2022)
Keyphrases
- theoretical analysis
- experimental evaluation
- dynamic programming
- cost function
- matching algorithm
- preprocessing
- detection algorithm
- worst case
- improved algorithm
- objective function
- space complexity
- artificial neural networks
- k means
- times faster
- np hard
- learning algorithm
- expectation maximization
- single pass
- optimization algorithm
- convex hull
- tree structure
- experimental study
- mobile robot
- simulated annealing
- computational cost
- significant improvement
- computational complexity
- search algorithm
- video sequences
- reinforcement learning
- similarity measure