diff options
Diffstat (limited to 'examples/mamdani/octave/mamdani_tip_calculator.cpp')
-rw-r--r-- | examples/mamdani/octave/mamdani_tip_calculator.cpp | 66 |
1 files changed, 66 insertions, 0 deletions
diff --git a/examples/mamdani/octave/mamdani_tip_calculator.cpp b/examples/mamdani/octave/mamdani_tip_calculator.cpp new file mode 100644 index 0000000..cd57bf7 --- /dev/null +++ b/examples/mamdani/octave/mamdani_tip_calculator.cpp @@ -0,0 +1,66 @@ +#include <fl/Headers.h> + +int main(int argc, char** argv){ +using namespace fl; + +Engine* engine = new Engine; +engine->setName("Mamdani-Tip-Calculator"); + +InputVariable* inputVariable1 = new InputVariable; +inputVariable1->setEnabled(true); +inputVariable1->setName("FoodQuality"); +inputVariable1->setRange(1.000, 10.000); +inputVariable1->addTerm(new Trapezoid("Bad", 0.000, 1.000, 3.000, 7.000)); +inputVariable1->addTerm(new Trapezoid("Good", 3.000, 7.000, 10.000, 11.000)); +engine->addInputVariable(inputVariable1); + +InputVariable* inputVariable2 = new InputVariable; +inputVariable2->setEnabled(true); +inputVariable2->setName("Service"); +inputVariable2->setRange(1.000, 10.000); +inputVariable2->addTerm(new Trapezoid("Bad", 0.000, 1.000, 3.000, 7.000)); +inputVariable2->addTerm(new Trapezoid("Good", 3.000, 7.000, 10.000, 11.000)); +engine->addInputVariable(inputVariable2); + +OutputVariable* outputVariable1 = new OutputVariable; +outputVariable1->setEnabled(true); +outputVariable1->setName("Tip"); +outputVariable1->setRange(0.000, 30.000); +outputVariable1->fuzzyOutput()->setAccumulation(new AlgebraicSum); +outputVariable1->setDefuzzifier(new Centroid(200)); +outputVariable1->setDefaultValue(fl::nan); +outputVariable1->setLockPreviousOutputValue(false); +outputVariable1->setLockOutputValueInRange(false); +outputVariable1->addTerm(new Gaussian("AboutTenPercent", 10.000, 2.000)); +outputVariable1->addTerm(new Gaussian("AboutFifteenPercent", 15.000, 2.000)); +outputVariable1->addTerm(new Gaussian("AboutTwentyPercent", 20.000, 2.000)); +engine->addOutputVariable(outputVariable1); + +OutputVariable* outputVariable2 = new OutputVariable; +outputVariable2->setEnabled(true); +outputVariable2->setName("CheckPlusTip"); +outputVariable2->setRange(1.000, 1.300); +outputVariable2->fuzzyOutput()->setAccumulation(new AlgebraicSum); +outputVariable2->setDefuzzifier(new Centroid(200)); +outputVariable2->setDefaultValue(fl::nan); +outputVariable2->setLockPreviousOutputValue(false); +outputVariable2->setLockOutputValueInRange(false); +outputVariable2->addTerm(new Gaussian("PlusAboutTenPercent", 1.100, 0.020)); +outputVariable2->addTerm(new Gaussian("PlusAboutFifteenPercent", 1.150, 0.020)); +outputVariable2->addTerm(new Gaussian("PlusAboutTwentyPercent", 1.200, 0.020)); +engine->addOutputVariable(outputVariable2); + +RuleBlock* ruleBlock = new RuleBlock; +ruleBlock->setEnabled(true); +ruleBlock->setName(""); +ruleBlock->setConjunction(new AlgebraicProduct); +ruleBlock->setDisjunction(new Maximum); +ruleBlock->setActivation(new Minimum); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Bad and Service is Bad then Tip is AboutTenPercent and CheckPlusTip is PlusAboutTenPercent", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Bad and Service is Good then Tip is AboutFifteenPercent and CheckPlusTip is PlusAboutFifteenPercent", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Good and Service is Bad then Tip is AboutFifteenPercent and CheckPlusTip is PlusAboutFifteenPercent", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Good and Service is Good then Tip is AboutTwentyPercent and CheckPlusTip is PlusAboutTwentyPercent", engine)); +engine->addRuleBlock(ruleBlock); + + +} |