A Study of Deep Learning Neural Network Algorithms and Genetic Algorithms for FJSP

Table 5

Comparison of test results of each method.

Algorithm	Ae	Se	Ac	MSE
BP [32]	0.82	0.81	0.82	0.01118
CNN [33]	0.86	0.86	0.84	0.00097
PSO-CNN [34]	0.91	0.91	0.88	0.00089
GA-CNN [35]	0.93	0.92	0.91	0.00132
CNN-LSTM-GA	0.95	0.96	0.93	0.000820