public int fuzzy() {
String fileName = "fcl/fuzzyTraffic.fcl";
FIS fis = FIS.load(fileName, true);
// Error while loading?
if (fis == null) {
System.err.println("Can't load file: '" + fileName + "'");
return 0;
}
int filaIndiretaMedia = (indireto.countCarros(1) + indireto.countCarros(2)) / 2;
if (aberto1) {
fis.setVariable("qtd", countCarros(2));
fis.setVariable("qtddir", countCarros(1));
fis.setVariable("qtdindir", filaIndiretaMedia);
} else {
fis.setVariable("qtd", countCarros(1));
fis.setVariable("qtddir", countCarros(2));
fis.setVariable("qtdindir", filaIndiretaMedia);
}
fis.evaluate();
double value = fis.getVariable("ajuste").defuzzify();
return (int) value;
}
public Map<Double, String> executa(InputFuzzy input, boolean chart) throws Exception {
String aval = "";
String filename = "fcl/sentimentParesCompleto2_2_1_ingles.fcl";
int cont = 0;
FIS fis = FIS.load(filename, true);
if (fis == null) {
System.err.println("Can't load file: '" + filename + "'");
System.exit(1);
}
// Get default function block
FunctionBlock fb = fis.getFunctionBlock(null);
// Set inputs
fb.setVariable("author_reputation", input.getAutor_reputation());
fb.setVariable("patterns", input.getPadroes());
fb.setVariable("correctness", input.getCorretude());
// Evaluate
fb.evaluate();
// Show output variable's chart
fb.getVariable("importance").defuzzify();
if (chart) {
JFuzzyChart.get().chart(fis);
}
// Print ruleSet
if (fb.getVariable("importance").getValue() >= 0
&& fb.getVariable("importance").getValue() <= 2) {
aval = "IF";
} else if (fb.getVariable("importance").getValue() > 2
&& fb.getVariable("importance").getValue() <= 4) {
aval = "SF";
} else if (fb.getVariable("importance").getValue() > 4
&& fb.getVariable("importance").getValue() <= 7) {
aval = "BM";
} else {
aval = "PL";
}
HashMap<Double, String> retorno = new HashMap<Double, String>();
retorno.put(fb.getVariable("importance").getValue(), aval);
return retorno;
}
public static void main(String[] args) {
// TODO Auto-generated method stub
String fileName = PROJECT_SRC_PATH + "/fcl/allowPlayer.fcl";
FIS fis = FIS.load(fileName, true);
// Error while loading?
assertNotNull(fis);
// Show
JFuzzyChart.get().chart(fis);
// Set inputs
/*
Competence : REAL; // domain [0..40]
Energy : REAL;// domain [0..100]
MatchState : REAL; // domain [-50..50]
*/
fis.setVariable("Competence", 10);
fis.setVariable("Energy", 89);
fis.setVariable("MatchState", 7);
// Evaluate
fis.evaluate();
// Show output variable's chart
Variable allow = fis.getVariable("Allow");
JFuzzyChart.get().chart(allow, allow.getDefuzzifier(), true);
}