Towards a Method for Automatic Algorithm Configuration: A Design Evaluation Using Tuners.
Elizabeth MonteroMaría Cristina RiffPublished in: PPSN (2014)
Keyphrases
- simulated annealing
- optimization method
- hybrid algorithm
- combinatorial optimization
- preprocessing
- clustering method
- experimental evaluation
- detection method
- optimization algorithm
- improved algorithm
- experimental study
- similarity measure
- high accuracy
- classification algorithm
- computational efficiency
- computational cost
- objective function
- parameter estimation
- segmentation method
- matching algorithm
- learning algorithm
- computational complexity
- probabilistic model
- significant improvement
- theoretical analysis
- input data
- cost function
- high efficiency
- estimation algorithm
- convergence rate
- single pass
- evaluation method
- energy function
- face recognition
- search space
- dynamic programming
- computationally efficient
- segmentation algorithm
- detection algorithm
- mathematical model
- mapping function
- decomposition method
- optimal configuration
- optimal path
- computational speed
- reconstruction method
- evaluation model
- synthetic and real images
- tree structure
- pairwise
- k means
- selection algorithm
- recognition algorithm
- image registration
- noisy data
- support vector machine svm
- kalman filter
- path planning
- classification method
- neural network