Computational Models for Forecasting Electric Vehicle Energy Demand

Table 5

ANN Hyperparameter optimization results.

Model	NL	Activations	Standardize	Lambda	LWI	LBI				MO
ANN-I	1	ReLU	True	0.0791	He	Zeros	297	—	—	10.29
ANN-II	3	ReLU	True		He	Zeros	2	15	2	10.34

NL = number of layers; LWI = layer weight initializer; LBI = layer bias initializer; size of layer ; MO = minimum objective.