diff options
Diffstat (limited to 'examples/takagi-sugeno/octave/cubic_approximator.java')
-rw-r--r-- | examples/takagi-sugeno/octave/cubic_approximator.java | 89 |
1 files changed, 49 insertions, 40 deletions
diff --git a/examples/takagi-sugeno/octave/cubic_approximator.java b/examples/takagi-sugeno/octave/cubic_approximator.java index 1955a24..ed64870 100644 --- a/examples/takagi-sugeno/octave/cubic_approximator.java +++ b/examples/takagi-sugeno/octave/cubic_approximator.java @@ -1,4 +1,5 @@ import com.fuzzylite.*; +import com.fuzzylite.activation.* import com.fuzzylite.defuzzifier.*; import com.fuzzylite.factory.*; import com.fuzzylite.hedge.*; @@ -12,54 +13,62 @@ import com.fuzzylite.variable.*; public class cubic_approximator{ public static void main(String[] args){ +//Code automatically generated with fuzzylite 6.0. + Engine engine = new Engine(); -engine.setName("Cubic-Approximator"); +engine.setName("cubic_approximator"); +engine.setDescription(""); -InputVariable inputVariable = new InputVariable(); -inputVariable.setEnabled(true); -inputVariable.setName("X"); -inputVariable.setRange(-5.000, 5.000); -inputVariable.addTerm(new Triangle("AboutNegFive", -6.000, -5.000, -4.000)); -inputVariable.addTerm(new Triangle("AboutNegFour", -5.000, -4.000, -3.000)); -inputVariable.addTerm(new Triangle("AboutNegThree", -4.000, -3.000, -2.000)); -inputVariable.addTerm(new Triangle("AboutNegTwo", -3.000, -2.000, -1.000)); -inputVariable.addTerm(new Triangle("AboutNegOne", -2.000, -1.000, 0.000)); -inputVariable.addTerm(new Triangle("AboutZero", -1.000, 0.000, 1.000)); -inputVariable.addTerm(new Triangle("AboutOne", 0.000, 1.000, 2.000)); -inputVariable.addTerm(new Triangle("AboutTwo", 1.000, 2.000, 3.000)); -inputVariable.addTerm(new Triangle("AboutThree", 2.000, 3.000, 4.000)); -inputVariable.addTerm(new Triangle("AboutFour", 3.000, 4.000, 5.000)); -inputVariable.addTerm(new Triangle("AboutFive", 4.000, 5.000, 6.000)); -engine.addInputVariable(inputVariable); +InputVariable X = new InputVariable(); +X.setName("X"); +X.setDescription(""); +X.setEnabled(true); +X.setRange(-5.000, 5.000); +X.setLockValueInRange(false); +X.addTerm(new Triangle("AboutNegFive", -6.000, -5.000, -4.000)); +X.addTerm(new Triangle("AboutNegFour", -5.000, -4.000, -3.000)); +X.addTerm(new Triangle("AboutNegThree", -4.000, -3.000, -2.000)); +X.addTerm(new Triangle("AboutNegTwo", -3.000, -2.000, -1.000)); +X.addTerm(new Triangle("AboutNegOne", -2.000, -1.000, 0.000)); +X.addTerm(new Triangle("AboutZero", -1.000, 0.000, 1.000)); +X.addTerm(new Triangle("AboutOne", 0.000, 1.000, 2.000)); +X.addTerm(new Triangle("AboutTwo", 1.000, 2.000, 3.000)); +X.addTerm(new Triangle("AboutThree", 2.000, 3.000, 4.000)); +X.addTerm(new Triangle("AboutFour", 3.000, 4.000, 5.000)); +X.addTerm(new Triangle("AboutFive", 4.000, 5.000, 6.000)); +engine.addInputVariable(X); -OutputVariable outputVariable = new OutputVariable(); -outputVariable.setEnabled(true); -outputVariable.setName("ApproxXCubed"); -outputVariable.setRange(-5.000, 5.000); -outputVariable.fuzzyOutput().setAccumulation(null); -outputVariable.setDefuzzifier(new WeightedAverage("TakagiSugeno")); -outputVariable.setDefaultValue(Double.NaN); -outputVariable.setLockPreviousOutputValue(false); -outputVariable.setLockOutputValueInRange(false); -outputVariable.addTerm(Linear.create("TangentatNegFive", engine, 75.000, 250.000)); -outputVariable.addTerm(Linear.create("TangentatNegFour", engine, 48.000, 128.000)); -outputVariable.addTerm(Linear.create("TangentatNegThree", engine, 27.000, 54.000)); -outputVariable.addTerm(Linear.create("TangentatNegTwo", engine, 12.000, 16.000)); -outputVariable.addTerm(Linear.create("TangentatNegOne", engine, 3.000, 2.000)); -outputVariable.addTerm(Linear.create("TangentatZero", engine, 0.000, 0.000)); -outputVariable.addTerm(Linear.create("TangentatOne", engine, 3.000, -2.000)); -outputVariable.addTerm(Linear.create("TangentatTwo", engine, 12.000, -16.000)); -outputVariable.addTerm(Linear.create("TangentatThree", engine, 27.000, -54.000)); -outputVariable.addTerm(Linear.create("TangentatFour", engine, 48.000, -128.000)); -outputVariable.addTerm(Linear.create("TangentatFive", engine, 75.000, -250.000)); -engine.addOutputVariable(outputVariable); +OutputVariable ApproxXCubed = new OutputVariable(); +ApproxXCubed.setName("ApproxXCubed"); +ApproxXCubed.setDescription(""); +ApproxXCubed.setEnabled(true); +ApproxXCubed.setRange(-5.000, 5.000); +ApproxXCubed.setLockValueInRange(false); +ApproxXCubed.setAggregation(null); +ApproxXCubed.setDefuzzifier(new WeightedAverage("TakagiSugeno")); +ApproxXCubed.setDefaultValue(Double.NaN); +ApproxXCubed.setLockPreviousValue(false); +ApproxXCubed.addTerm(Linear.create("TangentatNegFive", engine, 75.000, 250.000)); +ApproxXCubed.addTerm(Linear.create("TangentatNegFour", engine, 48.000, 128.000)); +ApproxXCubed.addTerm(Linear.create("TangentatNegThree", engine, 27.000, 54.000)); +ApproxXCubed.addTerm(Linear.create("TangentatNegTwo", engine, 12.000, 16.000)); +ApproxXCubed.addTerm(Linear.create("TangentatNegOne", engine, 3.000, 2.000)); +ApproxXCubed.addTerm(Linear.create("TangentatZero", engine, 0.000, 0.000)); +ApproxXCubed.addTerm(Linear.create("TangentatOne", engine, 3.000, -2.000)); +ApproxXCubed.addTerm(Linear.create("TangentatTwo", engine, 12.000, -16.000)); +ApproxXCubed.addTerm(Linear.create("TangentatThree", engine, 27.000, -54.000)); +ApproxXCubed.addTerm(Linear.create("TangentatFour", engine, 48.000, -128.000)); +ApproxXCubed.addTerm(Linear.create("TangentatFive", engine, 75.000, -250.000)); +engine.addOutputVariable(ApproxXCubed); RuleBlock ruleBlock = new RuleBlock(); -ruleBlock.setEnabled(true); ruleBlock.setName(""); +ruleBlock.setDescription(""); +ruleBlock.setEnabled(true); ruleBlock.setConjunction(null); ruleBlock.setDisjunction(null); -ruleBlock.setActivation(null); +ruleBlock.setImplication(null); +ruleBlock.setActivation(new General()); ruleBlock.addRule(Rule.parse("if X is AboutNegFive then ApproxXCubed is TangentatNegFive", engine)); ruleBlock.addRule(Rule.parse("if X is AboutNegFour then ApproxXCubed is TangentatNegFour", engine)); ruleBlock.addRule(Rule.parse("if X is AboutNegThree then ApproxXCubed is TangentatNegThree", engine)); |