Automatic construction of parallel portfolios via algorithm configuration.
Marius LindauerHolger H. HoosKevin Leyton-BrownTorsten SchaubPublished in: Artif. Intell. (2017)
Keyphrases
- automatic construction
- experimental evaluation
- learning algorithm
- parallel implementation
- cost function
- high accuracy
- probabilistic model
- expectation maximization
- significant improvement
- objective function
- improved algorithm
- times faster
- optimization algorithm
- computational complexity
- preprocessing
- worst case
- optimal solution
- segmentation algorithm
- parallel implementations
- image sequences
- parallel computation
- parallel computing
- k means
- selection algorithm
- np hard
- classification algorithm
- ant colony optimization
- detection algorithm
- computational cost
- genetic algorithm