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Each of fuzzy concepts is linguistically interpreted and the corresponding membership functions remain fixed during the evolution.
This paper investigates the use of fuzzy logic control together with Genetic Algorithm (GA) to tune corresponding membership functions in a pulse width modulation voltage (PWM -based converter for battery charging.
These rules will be maintained by Boolean value either 0 or 1 and the corresponding membership values for each rule is calculated from the decision module by using max − min product form.
Fuzzification is responsible for the conversion of numerical input variable into linguistic input using input fuzzy membership functions, while defuzzification converts the fuzzy output to decisive value based on output membership functions and corresponding membership degrees.
The number of information granules produced for each context is adjusted so that we satisfy a certain reconstructability criterion that helps us minimize an error between the original data and the ones resulting from their reconstruction involving prototypes of the clusters and the corresponding membership values.
Its corresponding membership and non-membership functions in Eq. (6) are given by {mu}_Aleft(l tright)={lambda mu}_Aleft(l tright),kern0.5em {v}_Aleft(l tright)={left 1-{mu}_Aleft(l;tright)right)}^{lambda }, (23)where λ ∈ [0, 1], and we set λ ={left 1-{mu}_Aleft.
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It is analytically shown that such a gain-schedule is the simpler, intuitive equivalent of a manipulation of the corresponding fuzzy membership functions.
Then by combining the input data with the corresponding fuzzy membership functions, the SID method is extended to extract the local state-space model parameters.
These values are estimated based on the response distribution for each respondent demographic, weighted by the corresponding proportional membership in amateur Canadian boxing.
This supervised learning method back-propagates the error term
On the basis of the final k values (four groups and seven subgroups, respectively), two Q-matrices (875 × k) including the corresponding population membership coefficients were obtained.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com