COAleft function creation for Fuzzy

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Elisa 2014-9-16

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https://ww2.mathworks.cn/matlabcentral/answers/155066-coaleft-function-creation-for-fuzzy

评论： Elisa 2014-9-17

Hi everyone, I am trying to implement a custom function to insert in the fuzzy toolbox for defuzzification. In particular, I would like to create the function that returns the left centroid (center of area). The code I wrote is this:

if true
% function y = COAleft(xmf,ymf)
%COAleft COA left function
%   Compute the left centroid for defuzzification process
total_area = sum(ymf);
if total_area == 0,
  error('Total area is zero in centroid defuzzification!');
end
tmp = sum(ymf.*xmf)/total_area;
MIN = min(xmf);
for xmf = MIN:tmp
total_arealeft = sum(ymf);
y = sum(ymf.*xmf)/total_arealeft;
end

The problem is in the result: when I insert the function in the fuzzy toolbox, the result is the simple centroid of all the area. Do you have any suggestion? Thank you!

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Image Analyst 2014-9-16

I don't know fuzzy but I know image processing. What is the "left" centroid? Is there also a "center centroid" and "right centroid"? How are they defined? I've only heard of centroid and weighted centroid.

Elisa 2014-9-17

I would like to make something similar to what reported here:

Janssen, J. A. E. B., et al. "Assessment of uncertainties in expert knowledge, illustrated in fuzzy rule-based models." Ecological Modelling 221.9 (2010): 1245-1251.

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