Algorithm runtime prediction: Methods & evaluation.
Frank HutterLin XuHolger H. HoosKevin Leyton-BrownPublished in: Artif. Intell. (2014)
Keyphrases
- learning algorithm
- computational cost
- preprocessing
- synthetic and real datasets
- synthetic and real images
- prediction algorithm
- detection algorithm
- dynamic programming
- significant improvement
- high accuracy
- recently published
- prediction error
- parameter settings
- cost function
- iterative algorithms
- k means
- search space
- objective function
- simulated annealing
- gold standard
- test images
- data sets
- predictive model
- optimal solution
- recognition algorithm
- times faster
- optimization algorithm
- particle swarm optimization
- classification algorithm
- prediction accuracy
- computational complexity
- heuristic methods
- worst case
- np hard
- simulated and real data
- multi objective