A new model selection approach for the ELM network using metaheuristic optimization.
Ananda FreireGuilherme A. BarretoPublished in: ESANN (2014)
Keyphrases
- model selection
- metaheuristic
- optimization problems
- combinatorial optimization
- cross validation
- optimization method
- harmony search
- tabu search
- ant colony optimization
- simulated annealing
- sample size
- hyperparameters
- parameter estimation
- scatter search
- regression model
- feature selection
- vehicle routing problem
- genetic algorithm
- evolutionary algorithm
- search space
- optimal solution
- objective function
- variable selection
- selection criterion
- statistical inference
- machine learning
- iterated local search
- global optimization
- model selection criteria
- particle swarm optimization
- gaussian process
- marginal likelihood
- set of benchmark instances
- automatic model selection
- traveling salesman problem
- cost function
- bayesian networks