Research Article
An Interval Type-2 Fuzzy System with a Species-Based Hybrid Algorithm for Nonlinear System Control Design
Table 2
Comparison of average performance in terms of MSEs and computational complexity for Example
2 when using different algorithms (
;
;
).
| | Algorithm | SEMBP | SEM | EM | PSO | GA |
| | Average time | 528.4 | 14933.7 | 949.5 | 338.3 | 333.2 | | Average MSE | 0.0017631 | 0.0031130 | 0.0086983 | 0.0139041 | 0.0108090 | | Best MSE |
— | 0.0022200 | 0.0029797 | 0.0089709 | 0.0066581 | | Worst MSE | — | 0.0037332 | 0.0244482 | 0.0313254 | 0.0140582 |
|
|
