Multi-fidelity optimization method with asynchronous generalized island model for AutoML.
Israel Campero-JuradoJoaquin VanschorenPublished in: GECCO Companion (2022)
Keyphrases
- optimization method
- island model
- evolutionary algorithm
- genetic algorithm
- optimization algorithm
- parallel genetic algorithms
- optimization process
- optimization methods
- parallel distributed
- simulated annealing
- differential evolution
- global optimum
- particle swarm
- parallel genetic algorithm
- nonlinear optimization
- optimization procedure
- population size
- metaheuristic
- nelder mead simplex
- hybrid algorithm
- optimization strategy
- cost function
- multi objective
- particle swarm optimization pso
- ant colony optimization
- particle swarm optimization
- search algorithm