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Diffstat (limited to 'examples/takagi-sugeno/octave/cubic_approximator.java')
| -rw-r--r-- | examples/takagi-sugeno/octave/cubic_approximator.java | 78 |
1 files changed, 78 insertions, 0 deletions
diff --git a/examples/takagi-sugeno/octave/cubic_approximator.java b/examples/takagi-sugeno/octave/cubic_approximator.java new file mode 100644 index 0000000..1955a24 --- /dev/null +++ b/examples/takagi-sugeno/octave/cubic_approximator.java @@ -0,0 +1,78 @@ +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 cubic_approximator{ +public static void main(String[] args){ +Engine engine = new Engine(); +engine.setName("Cubic-Approximator"); + +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); + +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); + +RuleBlock ruleBlock = new RuleBlock(); +ruleBlock.setEnabled(true); +ruleBlock.setName(""); +ruleBlock.setConjunction(null); +ruleBlock.setDisjunction(null); +ruleBlock.setActivation(null); +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)); +ruleBlock.addRule(Rule.parse("if X is AboutNegTwo then ApproxXCubed is TangentatNegTwo", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutNegOne then ApproxXCubed is TangentatNegOne", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutZero then ApproxXCubed is TangentatZero", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutOne then ApproxXCubed is TangentatOne", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutTwo then ApproxXCubed is TangentatTwo", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutThree then ApproxXCubed is TangentatThree", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutFour then ApproxXCubed is TangentatFour", engine)); +ruleBlock.addRule(Rule.parse("if X is AboutFive then ApproxXCubed is TangentatFive", engine)); +engine.addRuleBlock(ruleBlock); + + +} +} |