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-rw-r--r--examples/mamdani/Laundry.java77
1 files changed, 77 insertions, 0 deletions
diff --git a/examples/mamdani/Laundry.java b/examples/mamdani/Laundry.java
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+++ b/examples/mamdani/Laundry.java
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+import com.fuzzylite.*;
+import com.fuzzylite.defuzzifier.*;
+import com.fuzzylite.factory.*;
+import com.fuzzylite.hedge.*;
+import com.fuzzylite.imex.*;
+import com.fuzzylite.norm.*;
+import com.fuzzylite.norm.s.*;
+import com.fuzzylite.norm.t.*;
+import com.fuzzylite.rule.*;
+import com.fuzzylite.term.*;
+import com.fuzzylite.variable.*;
+
+public class Laundry{
+public static void main(String[] args){
+Engine engine = new Engine();
+engine.setName("Laundry");
+
+InputVariable inputVariable1 = new InputVariable();
+inputVariable1.setEnabled(true);
+inputVariable1.setName("Load");
+inputVariable1.setRange(0.000, 6.000);
+inputVariable1.addTerm(Discrete.create("small", 0.000, 1.000, 1.000, 1.000, 2.000, 0.800, 5.000, 0.000));
+inputVariable1.addTerm(Discrete.create("normal", 3.000, 0.000, 4.000, 1.000, 6.000, 0.000));
+engine.addInputVariable(inputVariable1);
+
+InputVariable inputVariable2 = new InputVariable();
+inputVariable2.setEnabled(true);
+inputVariable2.setName("Dirt");
+inputVariable2.setRange(0.000, 6.000);
+inputVariable2.addTerm(Discrete.create("low", 0.000, 1.000, 2.000, 0.800, 5.000, 0.000));
+inputVariable2.addTerm(Discrete.create("high", 1.000, 0.000, 2.000, 0.200, 4.000, 0.800, 6.000, 1.000));
+engine.addInputVariable(inputVariable2);
+
+OutputVariable outputVariable1 = new OutputVariable();
+outputVariable1.setEnabled(true);
+outputVariable1.setName("Detergent");
+outputVariable1.setRange(0.000, 80.000);
+outputVariable1.fuzzyOutput().setAccumulation(new Maximum());
+outputVariable1.setDefuzzifier(new MeanOfMaximum(500));
+outputVariable1.setDefaultValue(Double.NaN);
+outputVariable1.setLockPreviousOutputValue(false);
+outputVariable1.setLockOutputValueInRange(false);
+outputVariable1.addTerm(Discrete.create("less", 10.000, 0.000, 40.000, 1.000, 50.000, 0.000));
+outputVariable1.addTerm(Discrete.create("normal", 40.000, 0.000, 50.000, 1.000, 60.000, 1.000, 80.000, 0.000));
+outputVariable1.addTerm(Discrete.create("more", 50.000, 0.000, 80.000, 1.000));
+engine.addOutputVariable(outputVariable1);
+
+OutputVariable outputVariable2 = new OutputVariable();
+outputVariable2.setEnabled(true);
+outputVariable2.setName("Cycle");
+outputVariable2.setRange(0.000, 20.000);
+outputVariable2.fuzzyOutput().setAccumulation(new Maximum());
+outputVariable2.setDefuzzifier(new MeanOfMaximum(500));
+outputVariable2.setDefaultValue(Double.NaN);
+outputVariable2.setLockPreviousOutputValue(false);
+outputVariable2.setLockOutputValueInRange(false);
+outputVariable2.addTerm(Discrete.create("short", 0.000, 1.000, 10.000, 1.000, 20.000, 0.000));
+outputVariable2.addTerm(Discrete.create("long", 10.000, 0.000, 20.000, 1.000));
+engine.addOutputVariable(outputVariable2);
+
+RuleBlock ruleBlock = new RuleBlock();
+ruleBlock.setEnabled(true);
+ruleBlock.setName("");
+ruleBlock.setConjunction(new Minimum());
+ruleBlock.setDisjunction(new Maximum());
+ruleBlock.setActivation(new Minimum());
+ruleBlock.addRule(Rule.parse("if Load is small and Dirt is not high then Detergent is less", engine));
+ruleBlock.addRule(Rule.parse("if Load is small and Dirt is high then Detergent is normal", engine));
+ruleBlock.addRule(Rule.parse("if Load is normal and Dirt is low then Detergent is less", engine));
+ruleBlock.addRule(Rule.parse("if Load is normal and Dirt is high then Detergent is more", engine));
+ruleBlock.addRule(Rule.parse("if Detergent is normal or Detergent is less then Cycle is short", engine));
+ruleBlock.addRule(Rule.parse("if Detergent is more then Cycle is long", engine));
+engine.addRuleBlock(ruleBlock);
+
+
+}
+}