diff options
Diffstat (limited to 'examples/takagi-sugeno/octave/heart_disease_risk.cpp')
| -rw-r--r-- | examples/takagi-sugeno/octave/heart_disease_risk.cpp | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/examples/takagi-sugeno/octave/heart_disease_risk.cpp b/examples/takagi-sugeno/octave/heart_disease_risk.cpp new file mode 100644 index 0000000..397b303 --- /dev/null +++ b/examples/takagi-sugeno/octave/heart_disease_risk.cpp @@ -0,0 +1,69 @@ +#include <fl/Headers.h> + +int main(int argc, char** argv){ +using namespace fl; + +Engine* engine = new Engine; +engine->setName("Heart-Disease-Risk"); + +InputVariable* inputVariable1 = new InputVariable; +inputVariable1->setEnabled(true); +inputVariable1->setName("LDLLevel"); +inputVariable1->setRange(0.000, 300.000); +inputVariable1->addTerm(new Trapezoid("Low", -1.000, 0.000, 90.000, 110.000)); +inputVariable1->addTerm(new Trapezoid("LowBorderline", 90.000, 110.000, 120.000, 140.000)); +inputVariable1->addTerm(new Trapezoid("Borderline", 120.000, 140.000, 150.000, 170.000)); +inputVariable1->addTerm(new Trapezoid("HighBorderline", 150.000, 170.000, 180.000, 200.000)); +inputVariable1->addTerm(new Trapezoid("High", 180.000, 200.000, 300.000, 301.000)); +engine->addInputVariable(inputVariable1); + +InputVariable* inputVariable2 = new InputVariable; +inputVariable2->setEnabled(true); +inputVariable2->setName("HDLLevel"); +inputVariable2->setRange(0.000, 100.000); +inputVariable2->addTerm(new Trapezoid("LowHDL", -1.000, 0.000, 35.000, 45.000)); +inputVariable2->addTerm(new Trapezoid("ModerateHDL", 35.000, 45.000, 55.000, 65.000)); +inputVariable2->addTerm(new Trapezoid("HighHDL", 55.000, 65.000, 100.000, 101.000)); +engine->addInputVariable(inputVariable2); + +OutputVariable* outputVariable = new OutputVariable; +outputVariable->setEnabled(true); +outputVariable->setName("HeartDiseaseRisk"); +outputVariable->setRange(0.000, 10.000); +outputVariable->fuzzyOutput()->setAccumulation(fl::null); +outputVariable->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +outputVariable->setDefaultValue(fl::nan); +outputVariable->setLockPreviousOutputValue(false); +outputVariable->setLockOutputValueInRange(false); +outputVariable->addTerm(new Constant("NoRisk", 0.000)); +outputVariable->addTerm(new Constant("LowRisk", 2.500)); +outputVariable->addTerm(new Constant("MediumRisk", 5.000)); +outputVariable->addTerm(new Constant("HighRisk", 7.500)); +outputVariable->addTerm(new Constant("ExtremeRisk", 10.000)); +engine->addOutputVariable(outputVariable); + +RuleBlock* ruleBlock = new RuleBlock; +ruleBlock->setEnabled(true); +ruleBlock->setName(""); +ruleBlock->setConjunction(new Minimum); +ruleBlock->setDisjunction(fl::null); +ruleBlock->setActivation(fl::null); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is Low and HDLLevel is LowHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is Low and HDLLevel is ModerateHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is Low and HDLLevel is HighHDL then HeartDiseaseRisk is NoRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is LowBorderline and HDLLevel is LowHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is LowBorderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is LowBorderline and HDLLevel is HighHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is Borderline and HDLLevel is LowHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is Borderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is Borderline and HDLLevel is HighHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is HighBorderline and HDLLevel is LowHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is HighBorderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is HighBorderline and HDLLevel is HighHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is High and HDLLevel is LowHDL then HeartDiseaseRisk is ExtremeRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is High and HDLLevel is ModerateHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(fl::Rule::parse("if LDLLevel is High and HDLLevel is HighHDL then HeartDiseaseRisk is MediumRisk", engine)); +engine->addRuleBlock(ruleBlock); + + +} |