Showing posts with label Fuzzy Logic. Show all posts
Showing posts with label Fuzzy Logic. Show all posts

Monday, November 30, 2015

Decision Making problem by means of fuzzy logic in program language MATLAB








DECISION MAKING PROBLEMS IN MATLAB

The M-file BF.m provides the calculation. See prog.1.

clear all
B1v = readfis('B1.fis');
UdajB1 = input('Input values in the form [I3a; I3b; I3c]: ');
VyhB1 = evalfis(UdajB1, B1v);
B2v = readfis('B2.fis');
UdajB2 = input('Input values in the form [I4a; I4b]: ');
VyhB2 = evalfis(UdajB2, B2v);
BFv = readfis('BF.fis');
UdajBF=input('Input values in the form [I1;I2]: ');
UdajBF(3) = VyhB1;
UdajBF(4) = VyhB2;
VyhBF = evalfis(UdajBF, BFv);
if VyhBF<0.5 'Reject'
elseif VyhBF<0.8 'Monitor'
else 'Accept'
end
fuzzy(BFv)
mfedit(BFv)
ruleedit(BFv)
surfview(BFv)
ruleview(BFv)


The results of calculation are presented by inputs I1,I2, I3a, I3b, I3c, I4a, I4b with values 0, 1 and 0.5. The results are Reject, Accept and Monitor.

Input values in the form [I3a; I3b; I3c]: [0;0;0]
Input values in the form [I4a; I4b]: [0;0]
Input values in the form [I1;I2]: [0;0]
ans =Reject
Input values in the form [I3a; I3b; I3c]: [1;1;1]
Input values in the form [I4a; I4b]: [1;1]
Input values in the form [I1;I2]: [1;1]
ans =Accept
Input values in the form [I3a; I3b; I3c]: [0.5; 0.5; 0.5]
Input values in the form [I4a; I4b]: [0.5; 0.5]
Input values in the form [I1;I2]: [0.5; 0.5]
ans =Monitor