The New Simulation of Quasiperiodic Wave, Periodic Wave, and Soliton Solutions of the KdV-mKdV Equation via a Deep Learning Method

Table 5

The soliton solution of the KdV-mKdV equation: relative final learned error estimations in the norm for different numbers of network layers and neurons per hidden layer.

Layers	Neurons
	20	40	60	80
2	9.314110e − 3	7.436345e − 3	2.595096e − 2	1.772005e − 2
4	9.154403e − 3	3.070442e − 3	9.465375e − 3	9.040695e − 3
6	1.120311e − 2	7.512318e − 3	6.778210e − 3	5.110427e − 3
8	8.747611e − 3	5.329763e − 3	8.411414e − 3	8.499836e − 3