Sentence examples for by optimizing the membership from inspiring English sources

The low-level interpretability of fuzzy models refers to fuzzy model interpretability achieved by optimizing the membership functions in terms of semantic criteria on fuzzy set level, while the high-level interpretability refers to fuzzy model interpretability obtained by dealing with the coverage, completeness, and consistency of the rules in terms of the criteria on fuzzy rule level.

Optimizing the Membership functions (MF) parameter values of type-2 fuzzy sets can minimize the effects of these uncertainties.

This problem was solved by optimizing the synthesis of ZnO.

These parameters have been estimated by optimizing the prediction process.

And genetic algorithms (GAs), a general-purpose global optimization method, are utilized to optimize the membership functions of the fuzzy controller.

AEA is used to optimize the membership functions and scaling factors of FPSS.

With the assumption that the membership functions are triangular (but not necessarily symmetric), we then optimize the membership functions using gradient descent.

The DE algorithm is applied to optimize the membership function of the ANFIS network using three datasets with a wide range of data.

The genetic algorithm is applied to optimize the membership functions and the structure of the rule base for the fuzzy inverse model of the robotic manipulator.

Hybrid genetic algorithm was used for optimizing the parameters that are located at the Gaussian membership functions in the premise and consequent of each rule.

One-step gradient descent genetic algorithm (OSGD-GA) is designed for optimizing the codebooks of the low-frequency wavelet coefficient by defining the importance degree of each coefficient and utilizing fuzzy membership to address the automatic clustering.