Research Article
Identification of Fuzzy Inference Systems by Means of a Multiobjective Opposition-Based Space Search Algorithm
Table 7
Comparative analysis of the selected models (MPG).
| Model | PI (RMSE) | V_PI (RMSE) | E_PI (RMSE) | Number of rules |
|
RBFNN [24] | 3.24 | | 3.62 | 36 |
Linguistic model [10] | 2.86 | | 3.24 | 36 |
Functional RBFNN [24] | 2.41 | | 2.82 | 33 | | | Two split dataset | 2.54 | | 2.37 | 8 | |
LSM | Three split dataset | 2.45 | 2.76 | 2.54 | 8 | Our model | | | 2.40 | | 1.66 | 8 | | |
Two split dataset | 1.36 | | 0.68 | 32 | | WLSM | | 2.37 | 1.62 | 1.28 | 8 | | |
Three split dataset | 0.64 | 0.09 | 0.20 | 32 |
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