Using Automated Algorithm Configuration for Parameter Control.
Deyao ChenMaxim BuzdalovCarola DoerrNguyen DangPublished in: FOGA (2023)
Keyphrases
- dynamic programming
- learning algorithm
- particle swarm optimization
- detection algorithm
- np hard
- preprocessing
- simulated annealing
- estimation algorithm
- selection algorithm
- significant improvement
- times faster
- k means
- parameter settings
- hidden markov models
- objective function
- experimental evaluation
- mathematical model
- convergence rate
- parameter estimation
- theoretical analysis
- computationally efficient
- clustering algorithm
- optimal solution
- probabilistic model
- search space
- classification algorithm
- parameter tuning
- decision trees
- improved algorithm
- computational complexity
- parameter values
- control system
- input data
- cost function
- shortest path
- computational cost
- segmentation algorithm
- worst case
- high accuracy
- expectation maximization