Effect of transformations of numerical parameters in automatic algorithm configuration.
Alberto FranzinLeslie Pérez CáceresThomas StützlePublished in: Optim. Lett. (2018)
Keyphrases
- experimental evaluation
- computational complexity
- dynamic programming
- detection algorithm
- computational cost
- optimal solution
- clustering method
- expectation maximization
- np hard
- cost function
- improved algorithm
- significant improvement
- worst case
- neural network
- convergence rate
- preprocessing
- parameter tuning
- high accuracy
- times faster
- image matching
- parameter estimation
- optimization algorithm
- learning algorithm
- sensitivity analysis
- closed form
- configuration space
- classification algorithm
- segmentation algorithm
- computationally efficient
- em algorithm
- input data
- evolutionary algorithm
- artificial neural networks
- search algorithm
- objective function