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Diffstat (limited to 'examples/mamdani/Laundry.java')
-rw-r--r-- | examples/mamdani/Laundry.java | 77 |
1 files changed, 77 insertions, 0 deletions
diff --git a/examples/mamdani/Laundry.java b/examples/mamdani/Laundry.java new file mode 100644 index 0000000..d45e77e --- /dev/null +++ b/examples/mamdani/Laundry.java @@ -0,0 +1,77 @@ +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); + + +} +} |