Model-Based Genetic Algorithms for Algorithm Configuration.
Carlos AnsóteguiYuri MalitskyHorst SamulowitzMeinolf SellmannKevin TierneyPublished in: IJCAI (2015)
Keyphrases
- genetic algorithm
- detection algorithm
- objective function
- optimal solution
- cost function
- computational cost
- experimental evaluation
- learning algorithm
- convergence rate
- hybrid algorithm
- np hard
- search space
- simulated annealing
- differential evolution
- dynamic programming
- high accuracy
- computational complexity
- times faster
- optimization algorithm
- selection algorithm
- memetic algorithm
- computationally efficient
- expectation maximization
- worst case
- probabilistic model
- preprocessing