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Diffstat (limited to 'examples/takagi-sugeno/approximation.java')
-rw-r--r-- | examples/takagi-sugeno/approximation.java | 108 |
1 files changed, 108 insertions, 0 deletions
diff --git a/examples/takagi-sugeno/approximation.java b/examples/takagi-sugeno/approximation.java new file mode 100644 index 0000000..c2f9d00 --- /dev/null +++ b/examples/takagi-sugeno/approximation.java @@ -0,0 +1,108 @@ +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 approximation{ +public static void main(String[] args){ +//Code automatically generated with fuzzylite 6.0. + +Engine engine = new Engine(); +engine.setName("approximation"); +engine.setDescription(""); + +InputVariable inputX = new InputVariable(); +inputX.setName("inputX"); +inputX.setDescription(""); +inputX.setEnabled(true); +inputX.setRange(0.000, 10.000); +inputX.setLockValueInRange(false); +inputX.addTerm(new Triangle("NEAR_1", 0.000, 1.000, 2.000)); +inputX.addTerm(new Triangle("NEAR_2", 1.000, 2.000, 3.000)); +inputX.addTerm(new Triangle("NEAR_3", 2.000, 3.000, 4.000)); +inputX.addTerm(new Triangle("NEAR_4", 3.000, 4.000, 5.000)); +inputX.addTerm(new Triangle("NEAR_5", 4.000, 5.000, 6.000)); +inputX.addTerm(new Triangle("NEAR_6", 5.000, 6.000, 7.000)); +inputX.addTerm(new Triangle("NEAR_7", 6.000, 7.000, 8.000)); +inputX.addTerm(new Triangle("NEAR_8", 7.000, 8.000, 9.000)); +inputX.addTerm(new Triangle("NEAR_9", 8.000, 9.000, 10.000)); +engine.addInputVariable(inputX); + +OutputVariable outputFx = new OutputVariable(); +outputFx.setName("outputFx"); +outputFx.setDescription(""); +outputFx.setEnabled(true); +outputFx.setRange(-1.000, 1.000); +outputFx.setLockValueInRange(false); +outputFx.setAggregation(null); +outputFx.setDefuzzifier(new WeightedAverage("TakagiSugeno")); +outputFx.setDefaultValue(Double.NaN); +outputFx.setLockPreviousValue(true); +outputFx.addTerm(new Constant("f1", 0.840)); +outputFx.addTerm(new Constant("f2", 0.450)); +outputFx.addTerm(new Constant("f3", 0.040)); +outputFx.addTerm(new Constant("f4", -0.180)); +outputFx.addTerm(new Constant("f5", -0.190)); +outputFx.addTerm(new Constant("f6", -0.040)); +outputFx.addTerm(new Constant("f7", 0.090)); +outputFx.addTerm(new Constant("f8", 0.120)); +outputFx.addTerm(new Constant("f9", 0.040)); +engine.addOutputVariable(outputFx); + +OutputVariable trueFx = new OutputVariable(); +trueFx.setName("trueFx"); +trueFx.setDescription(""); +trueFx.setEnabled(true); +trueFx.setRange(-1.000, 1.000); +trueFx.setLockValueInRange(false); +trueFx.setAggregation(null); +trueFx.setDefuzzifier(new WeightedAverage("Automatic")); +trueFx.setDefaultValue(Double.NaN); +trueFx.setLockPreviousValue(true); +trueFx.addTerm(Function.create("fx", "sin(inputX)/inputX", engine)); +engine.addOutputVariable(trueFx); + +OutputVariable diffFx = new OutputVariable(); +diffFx.setName("diffFx"); +diffFx.setDescription(""); +diffFx.setEnabled(true); +diffFx.setRange(-1.000, 1.000); +diffFx.setLockValueInRange(false); +diffFx.setAggregation(null); +diffFx.setDefuzzifier(new WeightedAverage("Automatic")); +diffFx.setDefaultValue(Double.NaN); +diffFx.setLockPreviousValue(false); +diffFx.addTerm(Function.create("diff", "fabs(outputFx-trueFx)", engine)); +engine.addOutputVariable(diffFx); + +RuleBlock ruleBlock = new RuleBlock(); +ruleBlock.setName(""); +ruleBlock.setDescription(""); +ruleBlock.setEnabled(true); +ruleBlock.setConjunction(null); +ruleBlock.setDisjunction(null); +ruleBlock.setImplication(null); +ruleBlock.setActivation(new General()); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_1 then outputFx is f1", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_2 then outputFx is f2", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_3 then outputFx is f3", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_4 then outputFx is f4", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_5 then outputFx is f5", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_6 then outputFx is f6", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_7 then outputFx is f7", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_8 then outputFx is f8", engine)); +ruleBlock.addRule(Rule.parse("if inputX is NEAR_9 then outputFx is f9", engine)); +ruleBlock.addRule(Rule.parse("if inputX is any then trueFx is fx and diffFx is diff", engine)); +engine.addRuleBlock(ruleBlock); + + +} +} |