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Diffstat (limited to 'examples/mamdani/SimpleDimmerInverse.java')
-rw-r--r-- | examples/mamdani/SimpleDimmerInverse.java | 71 |
1 files changed, 71 insertions, 0 deletions
diff --git a/examples/mamdani/SimpleDimmerInverse.java b/examples/mamdani/SimpleDimmerInverse.java new file mode 100644 index 0000000..0bdde89 --- /dev/null +++ b/examples/mamdani/SimpleDimmerInverse.java @@ -0,0 +1,71 @@ +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 SimpleDimmerInverse{ +public static void main(String[] args){ +Engine engine = new Engine(); +engine.setName("simple-dimmer"); + +InputVariable inputVariable = new InputVariable(); +inputVariable.setEnabled(true); +inputVariable.setName("Ambient"); +inputVariable.setRange(0.000, 1.000); +inputVariable.addTerm(new Triangle("DARK", 0.000, 0.250, 0.500)); +inputVariable.addTerm(new Triangle("MEDIUM", 0.250, 0.500, 0.750)); +inputVariable.addTerm(new Triangle("BRIGHT", 0.500, 0.750, 1.000)); +engine.addInputVariable(inputVariable); + +OutputVariable outputVariable1 = new OutputVariable(); +outputVariable1.setEnabled(true); +outputVariable1.setName("Power"); +outputVariable1.setRange(0.000, 1.000); +outputVariable1.fuzzyOutput().setAccumulation(new Maximum()); +outputVariable1.setDefuzzifier(new Centroid(200)); +outputVariable1.setDefaultValue(Double.NaN); +outputVariable1.setLockPreviousOutputValue(false); +outputVariable1.setLockOutputValueInRange(false); +outputVariable1.addTerm(new Triangle("LOW", 0.000, 0.250, 0.500)); +outputVariable1.addTerm(new Triangle("MEDIUM", 0.250, 0.500, 0.750)); +outputVariable1.addTerm(new Triangle("HIGH", 0.500, 0.750, 1.000)); +engine.addOutputVariable(outputVariable1); + +OutputVariable outputVariable2 = new OutputVariable(); +outputVariable2.setEnabled(true); +outputVariable2.setName("InversePower"); +outputVariable2.setRange(0.000, 1.000); +outputVariable2.fuzzyOutput().setAccumulation(new Maximum()); +outputVariable2.setDefuzzifier(new Centroid(500)); +outputVariable2.setDefaultValue(Double.NaN); +outputVariable2.setLockPreviousOutputValue(false); +outputVariable2.setLockOutputValueInRange(false); +outputVariable2.addTerm(new Cosine("LOW", 0.200, 0.500)); +outputVariable2.addTerm(new Cosine("MEDIUM", 0.500, 0.500)); +outputVariable2.addTerm(new Cosine("HIGH", 0.800, 0.500)); +engine.addOutputVariable(outputVariable2); + +RuleBlock ruleBlock = new RuleBlock(); +ruleBlock.setEnabled(true); +ruleBlock.setName(""); +ruleBlock.setConjunction(null); +ruleBlock.setDisjunction(null); +ruleBlock.setActivation(new Minimum()); +ruleBlock.addRule(Rule.parse("if Ambient is DARK then Power is HIGH", engine)); +ruleBlock.addRule(Rule.parse("if Ambient is MEDIUM then Power is MEDIUM", engine)); +ruleBlock.addRule(Rule.parse("if Ambient is BRIGHT then Power is LOW", engine)); +ruleBlock.addRule(Rule.parse("if Power is LOW then InversePower is HIGH", engine)); +ruleBlock.addRule(Rule.parse("if Power is MEDIUM then InversePower is MEDIUM", engine)); +ruleBlock.addRule(Rule.parse("if Power is HIGH then InversePower is LOW", engine)); +engine.addRuleBlock(ruleBlock); + + +} +} |