Experimental evaluation of stochastic configuration networks: Is SC algorithm inferior to hyper-parameter optimization method?
Minghui HuPonnuthurai N. SuganthanPublished in: Appl. Soft Comput. (2022)
Keyphrases
- optimization method
- experimental evaluation
- optimization algorithm
- learning algorithm
- simulated annealing
- optimization process
- cost function
- global optimum
- particle swarm
- optimal solution
- search space
- objective function
- evolutionary algorithm
- differential evolution
- closed form
- machine learning
- hybrid algorithm
- neural network
- nelder mead simplex
- hyperparameters
- incremental learning
- particle swarm optimization
- multi objective
- decision trees