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Diffstat (limited to 'examples/mamdani/AllTerms.cpp')
-rw-r--r-- | examples/mamdani/AllTerms.cpp | 95 |
1 files changed, 95 insertions, 0 deletions
diff --git a/examples/mamdani/AllTerms.cpp b/examples/mamdani/AllTerms.cpp new file mode 100644 index 0000000..7bb1f31 --- /dev/null +++ b/examples/mamdani/AllTerms.cpp @@ -0,0 +1,95 @@ +#include <fl/Headers.h> + +int main(int argc, char** argv){ +using namespace fl; + +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", 10, 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(fl::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", 10, 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(fl::Rule::parse("if AllInputTerms is A then AllOutputTerms is T", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is B then AllOutputTerms is S", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is C then AllOutputTerms is R", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is D then AllOutputTerms is Q", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is E then AllOutputTerms is P", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is F then AllOutputTerms is O", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is G then AllOutputTerms is N", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is H then AllOutputTerms is M", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is I then AllOutputTerms is L", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is J then AllOutputTerms is K", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is K then AllOutputTerms is J", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is L then AllOutputTerms is I", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is M then AllOutputTerms is H", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is N then AllOutputTerms is G", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is O then AllOutputTerms is F", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is P then AllOutputTerms is E", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is Q then AllOutputTerms is D", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is R then AllOutputTerms is C", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is S then AllOutputTerms is B", engine)); +ruleBlock->addRule(fl::Rule::parse("if AllInputTerms is T then AllOutputTerms is A", engine)); +engine->addRuleBlock(ruleBlock); + + +} |