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Table 6 Center of Gaussian membership functions before and after optimization for the Box and Jenkins example (case 2)

From: T-S fuzzy systems optimization identification based on FCM and PSO

 

Center \(\phantom {\dot {i}\!}(v_{c*r})\)

Before optimization

0.0590

0.0590

0.0590

52.9000

52.9000

52.9000

 

0.9840

0.9840

0.9840

55.5333

55.5333

55.5333

 

1.4465

1.4465

1.4465

56.5500

56.5500

56.5500

After optimization

−1.3863

−1.3802

−1.3900

48.7186

48.7561

48.7456

 

0.1611

0.1847

0.1854

52.4433

52.5454

52.5965

 

1.4585

1.4662

1.4627

56.9984

57.0210

57.0316