diff options
Diffstat (limited to 'examples/takagi-sugeno/octave/sugeno_tip_calculator.cpp')
-rw-r--r-- | examples/takagi-sugeno/octave/sugeno_tip_calculator.cpp | 86 |
1 files changed, 86 insertions, 0 deletions
diff --git a/examples/takagi-sugeno/octave/sugeno_tip_calculator.cpp b/examples/takagi-sugeno/octave/sugeno_tip_calculator.cpp new file mode 100644 index 0000000..d92de0a --- /dev/null +++ b/examples/takagi-sugeno/octave/sugeno_tip_calculator.cpp @@ -0,0 +1,86 @@ +#include <fl/Headers.h> + +int main(int argc, char** argv){ +using namespace fl; + +Engine* engine = new Engine; +engine->setName("Sugeno-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("CheapTip"); +outputVariable1->setRange(5.000, 25.000); +outputVariable1->fuzzyOutput()->setAccumulation(fl::null); +outputVariable1->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +outputVariable1->setDefaultValue(fl::nan); +outputVariable1->setLockPreviousOutputValue(false); +outputVariable1->setLockOutputValueInRange(false); +outputVariable1->addTerm(new Constant("Low", 10.000)); +outputVariable1->addTerm(new Constant("Medium", 15.000)); +outputVariable1->addTerm(new Constant("High", 20.000)); +engine->addOutputVariable(outputVariable1); + +OutputVariable* outputVariable2 = new OutputVariable; +outputVariable2->setEnabled(true); +outputVariable2->setName("AverageTip"); +outputVariable2->setRange(5.000, 25.000); +outputVariable2->fuzzyOutput()->setAccumulation(fl::null); +outputVariable2->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +outputVariable2->setDefaultValue(fl::nan); +outputVariable2->setLockPreviousOutputValue(false); +outputVariable2->setLockOutputValueInRange(false); +outputVariable2->addTerm(new Constant("Low", 10.000)); +outputVariable2->addTerm(new Constant("Medium", 15.000)); +outputVariable2->addTerm(new Constant("High", 20.000)); +engine->addOutputVariable(outputVariable2); + +OutputVariable* outputVariable3 = new OutputVariable; +outputVariable3->setEnabled(true); +outputVariable3->setName("GenerousTip"); +outputVariable3->setRange(5.000, 25.000); +outputVariable3->fuzzyOutput()->setAccumulation(fl::null); +outputVariable3->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +outputVariable3->setDefaultValue(fl::nan); +outputVariable3->setLockPreviousOutputValue(false); +outputVariable3->setLockOutputValueInRange(false); +outputVariable3->addTerm(new Constant("Low", 10.000)); +outputVariable3->addTerm(new Constant("Medium", 15.000)); +outputVariable3->addTerm(new Constant("High", 20.000)); +engine->addOutputVariable(outputVariable3); + +RuleBlock* ruleBlock = new RuleBlock; +ruleBlock->setEnabled(true); +ruleBlock->setName(""); +ruleBlock->setConjunction(new EinsteinProduct); +ruleBlock->setDisjunction(fl::null); +ruleBlock->setActivation(fl::null); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is extremely Bad and Service is extremely Bad then CheapTip is extremely Low and AverageTip is very Low and GenerousTip is Low", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Good and Service is extremely Bad then CheapTip is Low and AverageTip is Low and GenerousTip is Medium", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is very Good and Service is very Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is High", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Bad and Service is Bad then CheapTip is Low and AverageTip is Low and GenerousTip is Medium", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Good and Service is Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is High", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is extremely Good and Service is Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is very High", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Bad and Service is Good then CheapTip is Low and AverageTip is Medium and GenerousTip is High", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is Good and Service is Good then CheapTip is Medium and AverageTip is Medium and GenerousTip is very High", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is very Bad and Service is very Good then CheapTip is Low and AverageTip is Medium and GenerousTip is High", engine)); +ruleBlock->addRule(fl::Rule::parse("if FoodQuality is very very Good and Service is very very Good then CheapTip is High and AverageTip is very High and GenerousTip is extremely High", engine)); +engine->addRuleBlock(ruleBlock); + + +} |