how to write a trained fuzzy FIS tree to disk
1 vue (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Hi all!
I can't write the tree of trained fuzzy inference systems to disk. At the bottom of the program are the options that I used. But they don't work...
Granulator = mamfis('Name','Granulator','NumInputs',2,'NumOutputs',1);
Granulator.Inputs(1).Name = "G_inp1";
Granulator.Inputs(2).Name = "G_inp2";
Granulator.Outputs(1).Name = "G_out";
CTMCM = mamfis('Name','CTMCM','NumInputs',2,'NumOutputs',1);
CTMCM.Inputs(1).Name = "CTMCM_inp1";
CTMCM.Inputs(2).Name = "CTMCM_inp2";
CTMCM.Outputs(1).Name = "CTMCM_out";
OTF = mamfis('Name','OTF','NumInputs',2,'NumOutputs',1);
OTF.Inputs(1).Name = "OTF_inp1";
OTF.Inputs(2).Name = "OTF_inp2";
OTF.Outputs(1).Name = "OTF_out";
con1 = ["Granulator/G_out" "CTMCM/CTMCM_inp1"];
con2 = ["CTMCM/CTMCM_out" "OTF/OTF_inp1"];
tree = fistree([Granulator CTMCM OTF],[con1;con2]);
plotfis(tree) % FIS tree structure
X=rand(1000,5); % imitation of original data
nn=size(X);
nt=round(0.8*nn(1,1)); % training sample size
trnX = X(1:nt,1:4);
trnY = X(1:nt,end);
vldX = X(nt+1:end,1:4);
vldY = X(nt+1:end,end);
options = tunefisOptions;
options.Method = 'particleswarm';
options.OptimizationType = 'learning';
options.NumMaxRules = 10;
options.UseParallel = false;
options.MethodOptions.MaxIterations = 2;
rng('default')
fisout1 = tunefis(tree,[],trnX,trnY,options);
% writeFIS(fisout1,'fis1') % does not work
% writeFIS(tree,'fis1') % does not work
0 commentaires
Réponses (0)
Voir également
Catégories
En savoir plus sur Fuzzy Logic Toolbox dans Help Center et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!