fuzzy logic optimization genetic algorithm

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joni nababan
joni nababan 2020-5-6
评论： guntur gumelar 2020-6-19
Hello everyone, please help me
i want to do an optimization with genetic algorithm to fuzzy logic
and i have done with fuzzy logic
this is the code of fuzzy logic
Beasiswa=newfis('Beasiswa');
% Tambahkan input IPK
Beasiswa=addvar(Beasiswa,'input','IPK',[3 4]);
% Tambahkan fungsi keanggotaan PELAYANAN: Jelek, Sedang, Bagus
Beasiswa=addmf(Beasiswa,'input',1,'Rendah','trimf',[3 3 3.4]);
Beasiswa=addmf(Beasiswa,'input',1,'Sedang','trimf',[3.2 3.5 3.8]);
Beasiswa=addmf(Beasiswa,'input',1,'Tinggi','trimf',[3.6 4 4]);
% plot input PELAYANAN utk melihat hasilnya
Beasiswa=addvar(Beasiswa,'input','skorperilaku',[0 10]);
Beasiswa=addmf(Beasiswa,'input',2,'Rendah','trimf',[0 0 4]);
Beasiswa=addmf(Beasiswa,'input',2,'Sedang','trimf',[3 5 7]);
Beasiswa=addmf(Beasiswa,'input',2,'Tinggi','trimf',[6 10 10]);
Beasiswa=addvar(Beasiswa,'input','gajibeban',[0 15000000]);
Beasiswa=addmf(Beasiswa,'input',3,'Rendah','trimf',[0 0 5000000]);
Beasiswa=addmf(Beasiswa,'input',3,'Sedang','trimf',[4000000 6000000 10000000]);
Beasiswa=addmf(Beasiswa,'input',3,'Tinggi','trimf',[9000000 15000000 21000000]);
Beasiswa=addvar(Beasiswa,'output','Kelayakan',[0 1]);
Beasiswa=addmf(Beasiswa,'output',1,'Rendah','trimf',[0 0 0.3]);
Beasiswa=addmf(Beasiswa,'output',1,'Sedang','trimf',[0.3 0.5 0.7]);
Beasiswa=addmf(Beasiswa,'output',1,'Tinggi','trimf',[0.7 1 1]);
%rules = [1 1 1 1 1 1
% 2 1 1 1 1 1];
rules = [1 1 1, 2 1 1
1 1 2 2 1 1
1 1 3 1 1 1
1 2 1 2 1 1
1 2 2 2 1 1
1 2 3 1 1 1
1 3 1 2 1 1
1 3 2 1 1 1
1 3 3 1 1 1
2 1 1 3 1 1
2 1 2 3 1 1
2 1 3 1 1 1
2 2 1 2 1 1
2 2 2 2 1 1
2 2 3 1 1 1
2 3 1 1 1 1
2 3 2 1 1 1
2 3 3 1 1 1
3 1 1 3 1 1
3 1 2 3 1 1
3 1 3 1 1 1
3 2 1 3 1 1
3 2 2 2 1 1
3 2 3 1 1 1
3 3 1 2 1 1
3 3 2 2 1 1
3 3 3 1 1 1];
Beasiswa = addrule(Beasiswa,rules);
and i want to do optimization with genetic algorithm
can anyone help?
any source code or reffrences will helpful
Thanks

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