Leveraging benchmarking data for informed one-shot dynamic algorithm selection.
Furong YeCarola DoerrThomas BäckPublished in: GECCO Companion (2021)
Keyphrases
- input data
- noisy data
- data sets
- selection algorithm
- data points
- times faster
- computational cost
- preprocessing
- cost function
- experimental evaluation
- optimal solution
- synthetic data
- data reduction
- data analysis
- convergence rate
- original data
- dynamic programming
- high accuracy
- detection algorithm
- learning algorithm
- information loss
- dimensional data
- high quality
- incomplete data
- segmentation algorithm
- objective function
- computational complexity
- significant improvement
- data sources
- np hard
- worst case
- prior information
- single scan
- data structure
- video sequences
- search algorithm
- neural network
- data mining
- spectral clustering
- probabilistic model
- clustering method
- database
- image data
- data collection
- training data
- simulated annealing