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Further, input membership function are tuned on-line to improve the time-optimal output.
Hence, a new set of input membership functions are generated while discarding the initial ones.
It consists of seven symmetric triangular input membership functions and output membership functions each.
The input membership function is tuned on-line to improve the time-optimal output.
This paper describes the design of an adaptive fuzzy controller using iterative learning to tune input membership functions and scaling factor(s).
The work presented here demonstrates that tuning only the input membership function is sufficient and simpler than tuning both input and output membership functions in the standard FLC.
Similar(30)
Fuzzy rules (IF-THEN) that connect the input memberships with the output membership are then suggested [27].
The characteristics of the six models are given in Table 1: Model Characteristics Table 1 Model characteristics Model Name Input Memberships Output memberships Gauss/Const Gaussmf Const Gauss/Linear Gaussmf Linear Gauss2/Const Gauss2mf Const Gauss2/Linear Gauss2mf Linear Psigmf/Const Psigmf Const Psigmf/Linear Psigmf Linear.
The minimum value of the input variables' membership values is based on the membership value of the control action of each rule.
The proposed scheme does not require a-priori experts' information on the number and type of input variable membership functions making it less vulnerable to initial design assumptions.
We get a lot of our input and membership from the US.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com