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).

ModelPI (RMSE)V_PI (RMSE)E_PI (RMSE)Number of rules

RBFNN [24]3.243.6236
Linguistic model [10]2.863.2436
Functional RBFNN [24]2.412.8233
Two split dataset2.542.378
LSMThree split dataset2.452.762.548
Our model2.401.668
Two split dataset1.360.6832
 WLSM2.371.621.288
Three split dataset0.640.090.2032