Forecasting Electricity Power Generation of Pawan Danavi Wind Farm, Sri Lanka, Using Gene Expression Programming

Table 2

Parameters used in developing the GEP model.

Parameter	Value
Number of chromosomes	30
Head size	7
Number of genes	3
Function set	+,−, , /, Exp, Ln, Inv, X2, 3Rt, Min2,Max2, Avg2, NOT, Atan, and Tanh
Fitness function	RMSE
Linking function	Addition
Mutation rate	0.00138
Inversion rate	0.00546
IS transposition rate	00546
RIS transposition rate	0.00546
Gene transposition rate	0.00138
Recombination rates	0.00138