/** @param args the command line arguments */
public static void main(String[] args) throws FunctionException {
BasicFuzzyController bfc = new BasicFuzzyController();
EasyFuzzy ef = new EasyFuzzy();
ef.createVariables(bfc);
ef.createRules(bfc);
bfc.fuzzify("DISTANCE", 150);
bfc.fuzzify("AMMOSTATUS", 80);
CentroidMethod cm = new CentroidMethod();
cm.setSamplesPoints(10);
bfc.setDefuzzifyerMethod(cm);
// System.out.println("TEST: "+ef..getDOM());
System.out.println("DEFUZZIFYED VALUE: " + bfc.defuzzify("DESIRABILITY"));
}
public void createRules(BasicFuzzyController bfc) {
bfc.addRule(FuzzyOp.and(targetfar, loads), desirable);
bfc.addRule(FuzzyOp.and(targetfar, okey), undesirable);
bfc.addRule(FuzzyOp.and(targetfar, low), undesirable);
bfc.addRule(FuzzyOp.and(targetmedium, loads), verydesirable);
bfc.addRule(FuzzyOp.and(targetmedium, okey), verydesirable);
bfc.addRule(FuzzyOp.and(targetmedium, low), desirable);
bfc.addRule(FuzzyOp.and(targetclose, loads), undesirable);
bfc.addRule(FuzzyOp.and(targetclose, okey), undesirable);
bfc.addRule(FuzzyOp.and(targetclose, low), undesirable);
// bfc.addRule(FuzzyOp.or(average, clever), desirable);
System.out.println("RULES CREATED!");
}
public void createVariables(BasicFuzzyController bfc) throws FunctionException {
try {
LinguisticVariable lv = new LinguisticVariable("DISTANCE");
targetclose = lv.addSet("targetclose", new TrapezoidalMembershipFunction(0, 0, 25, 50));
targetmedium = lv.addSet("targetmedium", new TriangularMembershipFunction(25, 300, 150));
targetfar =
lv.addSet(
"targetfar",
new TrapezoidalMembershipFunction(
150, 300, Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY));
bfc.addVariable(lv);
LinguisticVariable am = new LinguisticVariable("AMMOSTATUS");
low = am.addSet("low", new TriangularMembershipFunction(0, 10, 0));
okey = am.addSet("okey", new TriangularMembershipFunction(0, 30, 10));
loads =
am.addSet(
"loads",
new TrapezoidalMembershipFunction(
10, 30, Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY));
bfc.addVariable(am);
LinguisticVariable ds = new LinguisticVariable("DESIRABILITY");
undesirable = ds.addSet("undesirable", new TrapezoidalMembershipFunction(0, 0, 25, 50));
desirable = ds.addSet("desirable", new TriangularMembershipFunction(25, 75, 50));
verydesirable =
ds.addSet(
"verydesirable",
new TrapezoidalMembershipFunction(50, 75, 100, Double.POSITIVE_INFINITY));
bfc.addVariable(ds);
System.out.println("VARIABLES CREATED!");
} catch (IllegalSetException ex) {
ex.printStackTrace();
}
}