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In the design part, we derive a gradient descent algorithm for tuning the parameters of the hierarchical fuzzy system to match the input-output pairs. The ...
In the analysis part, we prove that the hierarchical fuzzy systems are universal approximators and analyze the sensitivity of the fuzzy system output with ...
In the design part, we derive a gradient decent algorithm for tuning the parameters of the hierarchical fuzzy system to match the input-output pairs. The ...
It is proved that the hierarchical fuzzy systems are universal approximators and the sensitivity of the fuzzy system output with respect to small ...
In this letter, the hierarchical fuzzy systems are analyzed and designed. In the analysis part, we prove that the hierarchical fuzzy systems are universal ...
A method for a fuzzy hierarchical structure design is presented. The proposed method uses data to design a structure of the fuzzy subsystems.
The objective of this paper is to analyze structure of the hierarchical fuzzy system and apply the method of AHP (analytic hierarchical process) to confirm the ...
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In the design part, we derive a gradient decent algorithm for tuning the parameters of the hierarchical fuzzy system to match the input-output pairs. The ...
In this paper a kind of hierarchical fuzzy systems was introduced. The characteristics and structural relation of this hierarchical fuzzy system were analyzed.
A new kind of mapping rule base scheme is proposed to get the fuzzy rules of hierarchical fuzzy systems. ... Analysis and design of hierarchical fuzzy systems.