Research Article

Prediction of Mechanical Properties of Aluminium Alloy Strip Using the Extreme Learning Machine Model Optimized by the Gray Wolf Algorithm

Table 6

Optimal parameter configuration for the GWO-ELM model.

AlgorithmParametersConfiguration

GWONumber of iterations3150
Population size67
Penalty coefficient [i, j][20, 80]

ELMNumber of neurons (input layer)21
Number of neurons (output layer)3
Number of neurons (hidden layer)23
Activation functionsSigmoid