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Diffstat (limited to 'examples/mamdani/AllTerms.java')
-rw-r--r-- | examples/mamdani/AllTerms.java | 105 |
1 files changed, 105 insertions, 0 deletions
diff --git a/examples/mamdani/AllTerms.java b/examples/mamdani/AllTerms.java new file mode 100644 index 0000000..c59f9a1 --- /dev/null +++ b/examples/mamdani/AllTerms.java @@ -0,0 +1,105 @@ +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 AllTerms{ +public static void main(String[] args){ +Engine engine = new Engine(); +engine.setName("qtfuzzylite"); + +InputVariable inputVariable = new InputVariable(); +inputVariable.setEnabled(true); +inputVariable.setName("AllInputTerms"); +inputVariable.setRange(0.000, 6.500); +inputVariable.addTerm(new Sigmoid("A", 0.500, -20.000)); +inputVariable.addTerm(new ZShape("B", 0.000, 1.000)); +inputVariable.addTerm(new Ramp("C", 1.000, 0.000)); +inputVariable.addTerm(new Triangle("D", 0.500, 1.000, 1.500)); +inputVariable.addTerm(new Trapezoid("E", 1.000, 1.250, 1.750, 2.000)); +inputVariable.addTerm(new Concave("F", 0.850, 0.250)); +inputVariable.addTerm(new Rectangle("G", 1.750, 2.250)); +inputVariable.addTerm(Discrete.create("H", 2.000, 0.000, 2.250, 1.000, 2.500, 0.500, 2.750, 1.000, 3.000, 0.000)); +inputVariable.addTerm(new Gaussian("I", 3.000, 0.200)); +inputVariable.addTerm(new Cosine("J", 3.250, 0.650)); +inputVariable.addTerm(new GaussianProduct("K", 3.500, 0.100, 3.300, 0.300)); +inputVariable.addTerm(new Spike("L", 3.640, 1.040)); +inputVariable.addTerm(new Bell("M", 4.000, 0.250, 3.000)); +inputVariable.addTerm(new PiShape("N", 4.000, 4.500, 4.500, 5.000)); +inputVariable.addTerm(new Concave("O", 5.650, 6.250)); +inputVariable.addTerm(new SigmoidDifference("P", 4.750, 10.000, 30.000, 5.250)); +inputVariable.addTerm(new SigmoidProduct("Q", 5.250, 20.000, -10.000, 5.750)); +inputVariable.addTerm(new Ramp("R", 5.500, 6.500)); +inputVariable.addTerm(new SShape("S", 5.500, 6.500)); +inputVariable.addTerm(new Sigmoid("T", 6.000, 20.000)); +engine.addInputVariable(inputVariable); + +OutputVariable outputVariable = new OutputVariable(); +outputVariable.setEnabled(true); +outputVariable.setName("AllOutputTerms"); +outputVariable.setRange(0.000, 6.500); +outputVariable.fuzzyOutput().setAccumulation(new Maximum()); +outputVariable.setDefuzzifier(new Centroid(200)); +outputVariable.setDefaultValue(Double.NaN); +outputVariable.setLockPreviousOutputValue(false); +outputVariable.setLockOutputValueInRange(false); +outputVariable.addTerm(new Sigmoid("A", 0.500, -20.000)); +outputVariable.addTerm(new ZShape("B", 0.000, 1.000)); +outputVariable.addTerm(new Ramp("C", 1.000, 0.000)); +outputVariable.addTerm(new Triangle("D", 0.500, 1.000, 1.500)); +outputVariable.addTerm(new Trapezoid("E", 1.000, 1.250, 1.750, 2.000)); +outputVariable.addTerm(new Concave("F", 0.850, 0.250)); +outputVariable.addTerm(new Rectangle("G", 1.750, 2.250)); +outputVariable.addTerm(Discrete.create("H", 2.000, 0.000, 2.250, 1.000, 2.500, 0.500, 2.750, 1.000, 3.000, 0.000)); +outputVariable.addTerm(new Gaussian("I", 3.000, 0.200)); +outputVariable.addTerm(new Cosine("J", 3.250, 0.650)); +outputVariable.addTerm(new GaussianProduct("K", 3.500, 0.100, 3.300, 0.300)); +outputVariable.addTerm(new Spike("L", 3.640, 1.040)); +outputVariable.addTerm(new Bell("M", 4.000, 0.250, 3.000)); +outputVariable.addTerm(new PiShape("N", 4.000, 4.500, 4.500, 5.000)); +outputVariable.addTerm(new Concave("O", 5.650, 6.250)); +outputVariable.addTerm(new SigmoidDifference("P", 4.750, 10.000, 30.000, 5.250)); +outputVariable.addTerm(new SigmoidProduct("Q", 5.250, 20.000, -10.000, 5.750)); +outputVariable.addTerm(new Ramp("R", 5.500, 6.500)); +outputVariable.addTerm(new SShape("S", 5.500, 6.500)); +outputVariable.addTerm(new Sigmoid("T", 6.000, 20.000)); +engine.addOutputVariable(outputVariable); + +RuleBlock ruleBlock = new RuleBlock(); +ruleBlock.setEnabled(true); +ruleBlock.setName(""); +ruleBlock.setConjunction(new Minimum()); +ruleBlock.setDisjunction(new Maximum()); +ruleBlock.setActivation(new Minimum()); +ruleBlock.addRule(Rule.parse("if AllInputTerms is A then AllOutputTerms is T", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is B then AllOutputTerms is S", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is C then AllOutputTerms is R", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is D then AllOutputTerms is Q", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is E then AllOutputTerms is P", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is F then AllOutputTerms is O", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is G then AllOutputTerms is N", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is H then AllOutputTerms is M", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is I then AllOutputTerms is L", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is J then AllOutputTerms is K", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is K then AllOutputTerms is J", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is L then AllOutputTerms is I", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is M then AllOutputTerms is H", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is N then AllOutputTerms is G", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is O then AllOutputTerms is F", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is P then AllOutputTerms is E", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is Q then AllOutputTerms is D", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is R then AllOutputTerms is C", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is S then AllOutputTerms is B", engine)); +ruleBlock.addRule(Rule.parse("if AllInputTerms is T then AllOutputTerms is A", engine)); +engine.addRuleBlock(ruleBlock); + + +} +} |