The Bidirectional Optimization of Carbon Fiber Production by Neural Network with a GA-IPSO Hybrid Algorithm

Table 2

Parameters list of RNN obtained from NNCA.

Position of hidden layer centers
𝑐1	𝑐2	𝑐3	𝑐4	𝑐5	𝑐6
0.4664	0.1387	0.7297	0.4038	0.9834	0.9819
0.8050	0.2038	1.0000	0.3347	0.8927	0.3094
0.6609	0.1556	0.5499	0.9139	1.0000	0
1.0000	0.2958	0.0298	0.1932	0.3967	0.6396
0.1667	0.3333	0.6667	0.8333	0	0.5000
0.6652	0.6600	0.7054	0	0.1829	0.1522
Width of hidden layer centers
𝜎1	𝜎2	𝜎3	𝜎4	𝜎5	𝜎6
1.0000	1.0000	1.0000	1.0000	1.0000	1.0000
Weights of output layer
𝑊1	𝑊2	𝑊3	𝑊4	𝑊5	𝑊6
0.4340	0.5585	0.6185	0.6064	0.6339	0.8537
0.5112	0.4440	0.4670	0.3342	0.4585	0.5194