Research Article
Blind Parameter Identification of MAR Model and Mutation Hybrid GWO-SCA Optimized SVM for Fault Diagnosis of Rotating Machinery
Table 5
The average fitness value of individuals during iterations.
| Iteration number | Optimization methods | MHGWOSCA | HGWOSCA | GWO | SCA |
| 81 | 88.12 | 97.25 | 97.15 | 95.95 | 82 | 97.32 | 97.25 | 97.17 | 96.06 | 83 | 97.32 | 97.25 | 97.17 | 95.87 | 84 | 97.32 | 97.25 | 97.17 | 96.03 | 85 | 97.33 | 97.26 | 97.17 | 96.13 | 86 | 89.70 | 97.25 | 97.17 | 96.16 | 87 | 97.32 | 97.25 | 97.17 | 96.04 | 88 | 97.33 | 97.25 | 97.18 | 96.02 | 89 | 97.32 | 97.25 | 97.18 | 96.08 | 90 | 97.32 | 97.25 | 97.17 | 96.09 | 91 | 88.87 | 97.26 | 97.19 | 96.25 | 92 | 97.32 | 97.25 | 97.18 | 96.33 | 93 | 97.32 | 97.25 | 97.18 | 96.34 | 94 | 97.32 | 97.25 | 97.19 | 96.29 | 95 | 97.32 | 97.26 | 97.19 | 96.43 | 96 | 88.99 | 97.26 | 97.19 | 96.37 | 97 | 97.32 | 97.26 | 97.19 | 96.40 | 98 | 97.32 | 97.26 | 97.18 | 96.43 | 99 | 97.32 | 97.26 | 97.19 | 96.46 | 100 | 97.32 | 97.26 | 97.19 | 96.46 |
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