Research Article

Prediction of Bending Force in the Hot Strip Rolling Process Using Multilayer Extreme Learning Machine

Table 5

Final parameters setting of SGELM.

Parameters of SGELMValue

Number of input layer nodes9
Number of hidden layer nodes90
Number of output layer nodes1
Activation functionSigmoid
Population size10
Selection probability0.7
Crossover probability0.7
Mutation probability0.01
Cooling rate0.8
Initial temperature100
Final temperature1