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Diffstat (limited to 'examples/mamdani/Laundry.java')
-rw-r--r-- | examples/mamdani/Laundry.java | 89 |
1 files changed, 89 insertions, 0 deletions
diff --git a/examples/mamdani/Laundry.java b/examples/mamdani/Laundry.java new file mode 100644 index 0000000..95cbe7c --- /dev/null +++ b/examples/mamdani/Laundry.java @@ -0,0 +1,89 @@ +import com.fuzzylite.*; +import com.fuzzylite.activation.* +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){ +//Code automatically generated with fuzzylite 6.0. + +Engine engine = new Engine(); +engine.setName("Laundry"); +engine.setDescription(""); + +InputVariable Load = new InputVariable(); +Load.setName("Load"); +Load.setDescription(""); +Load.setEnabled(true); +Load.setRange(0.000, 6.000); +Load.setLockValueInRange(false); +Load.addTerm(Discrete.create("small", 0.000, 1.000, 1.000, 1.000, 2.000, 0.800, 5.000, 0.000)); +Load.addTerm(Discrete.create("normal", 3.000, 0.000, 4.000, 1.000, 6.000, 0.000)); +engine.addInputVariable(Load); + +InputVariable Dirt = new InputVariable(); +Dirt.setName("Dirt"); +Dirt.setDescription(""); +Dirt.setEnabled(true); +Dirt.setRange(0.000, 6.000); +Dirt.setLockValueInRange(false); +Dirt.addTerm(Discrete.create("low", 0.000, 1.000, 2.000, 0.800, 5.000, 0.000)); +Dirt.addTerm(Discrete.create("high", 1.000, 0.000, 2.000, 0.200, 4.000, 0.800, 6.000, 1.000)); +engine.addInputVariable(Dirt); + +OutputVariable Detergent = new OutputVariable(); +Detergent.setName("Detergent"); +Detergent.setDescription(""); +Detergent.setEnabled(true); +Detergent.setRange(0.000, 80.000); +Detergent.setLockValueInRange(false); +Detergent.setAggregation(new Maximum()); +Detergent.setDefuzzifier(new MeanOfMaximum(500)); +Detergent.setDefaultValue(Double.NaN); +Detergent.setLockPreviousValue(false); +Detergent.addTerm(Discrete.create("less_than_usual", 10.000, 0.000, 40.000, 1.000, 50.000, 0.000)); +Detergent.addTerm(Discrete.create("usual", 40.000, 0.000, 50.000, 1.000, 60.000, 1.000, 80.000, 0.000)); +Detergent.addTerm(Discrete.create("more_than_usual", 50.000, 0.000, 80.000, 1.000)); +engine.addOutputVariable(Detergent); + +OutputVariable Cycle = new OutputVariable(); +Cycle.setName("Cycle"); +Cycle.setDescription(""); +Cycle.setEnabled(true); +Cycle.setRange(0.000, 20.000); +Cycle.setLockValueInRange(false); +Cycle.setAggregation(new Maximum()); +Cycle.setDefuzzifier(new MeanOfMaximum(500)); +Cycle.setDefaultValue(Double.NaN); +Cycle.setLockPreviousValue(false); +Cycle.addTerm(Discrete.create("short", 0.000, 1.000, 10.000, 1.000, 20.000, 0.000)); +Cycle.addTerm(Discrete.create("long", 10.000, 0.000, 20.000, 1.000)); +engine.addOutputVariable(Cycle); + +RuleBlock ruleBlock = new RuleBlock(); +ruleBlock.setName(""); +ruleBlock.setDescription(""); +ruleBlock.setEnabled(true); +ruleBlock.setConjunction(new Minimum()); +ruleBlock.setDisjunction(new Maximum()); +ruleBlock.setImplication(new Minimum()); +ruleBlock.setActivation(new General()); +ruleBlock.addRule(Rule.parse("if Load is small and Dirt is not high then Detergent is less_than_usual", engine)); +ruleBlock.addRule(Rule.parse("if Load is small and Dirt is high then Detergent is usual", engine)); +ruleBlock.addRule(Rule.parse("if Load is normal and Dirt is low then Detergent is less_than_usual", engine)); +ruleBlock.addRule(Rule.parse("if Load is normal and Dirt is high then Detergent is more_than_usual", engine)); +ruleBlock.addRule(Rule.parse("if Detergent is usual or Detergent is less_than_usual then Cycle is short", engine)); +ruleBlock.addRule(Rule.parse("if Detergent is more_than_usual then Cycle is long", engine)); +engine.addRuleBlock(ruleBlock); + + +} +} |