Towards large scale automated algorithm design by integrating modular benchmarking frameworks.
Amine Aziz-AlaouiCarola DoerrJohann DréoPublished in: GECCO Companion (2021)
Keyphrases
- cost function
- experimental evaluation
- optimization algorithm
- improved algorithm
- objective function
- selection algorithm
- preprocessing
- learning algorithm
- times faster
- np hard
- dynamic programming
- single pass
- experimental study
- convergence rate
- k means
- tree structure
- probabilistic model
- detection algorithm
- computationally efficient
- segmentation algorithm
- simulated annealing
- theoretical analysis
- expectation maximization
- particle swarm optimization
- computational cost
- hidden markov models
- significant improvement
- data structure
- bayesian networks
- case study