Main.m

clc;clear;close all;warning off;
AddPath();
%% Input data
Data=LoadData(0.7);
%% Fis initialization
FisCreateingMood=0;
if(FisCreateingMood)    
    Fis=Fis_Initialization(Data,10);   
    save('_Fis.mat','Fis');
else
    load('_Fis.mat');
end
%% Train phase
Index=6;
if(Index==1)%Train with ACOR
    [Fis,Result]=Fis_Train_ACOR(Fis,Data);
    save('_Output_ACOR.mat','Fis','Result');
    
elseif(Index==2)%Train with DE
    [Fis,Result]=Fis_Train_DE(Fis,Data);
    save('_Output_DE.mat','Fis','Result');
    
elseif(Index==3)%Train with PSO
    [Fis,Result]=Fis_Train_PSO(Fis,Data);
    save('_Output_PSO.mat','Fis','Result');
    
elseif(Index==4)%Train with TLBO
    [Fis,Result]=Fis_Train_TLBO(Fis,Data);
    save('_Output_TLBO.mat','Fis','Result');
    
elseif(Index==5) %Train with WOA
    [Fis,Result]=Fis_Train_WOA(Fis,Data);
    save('_Output_WOA.mat','Fis','Result');
elseif(Index==6)  %Train with KA
    [Fis,Result]=Fis_Train_KA(Fis,Data);
    save('_Output_KA.mat','Fis','Result');
elseif(Index==7)  %Train with ICA
    [Fis,Result]=Fis_Train_ICA(Fis,Data);
    save('_Output_ICA.mat','Fis','Result');
    
elseif(Index==8)  %Train with GA
    [Fis,Result]=Fis_Train_GA(Fis,Data);
    save('_Output_GA.mat','Fis','Result');
elseif(Index==9)  %Train with FA
    [Fis,Result]=Fis_Train_FA(Fis,Data);
    save('_Output_FA.mat','Fis','Result');
elseif(Index==10)  %Train with hs
    [Fis,Result]=Fis_Train_HS(Fis,Data);
    save('_Output_HS.mat','Fis','Result');
elseif(Index==11)  %Train with AIA
    [Fis,Result]=Fis_Train_AIA(Fis,Data);
    save('_Output_AIA.mat','Fis','ReHSlt');
end

% fuzzy(fis);
%% Show result
% Train Data
% TrainOutputs=evalfis(Data.TrainInputs,Fis);
% PlotResults(Data.TrainTargets,TrainOutputs,'Train Data');
% Test Data
% TestOutputs=evalfis(Data.TestInputs,Fis);
% PlotResults(Data.TestTargets,TestOutputs,'Test Data');