diff options
Diffstat (limited to 'examples/takagi-sugeno/octave/heart_disease_risk.cpp')
-rw-r--r-- | examples/takagi-sugeno/octave/heart_disease_risk.cpp | 79 |
1 files changed, 79 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..12e7f72 --- /dev/null +++ b/examples/takagi-sugeno/octave/heart_disease_risk.cpp @@ -0,0 +1,79 @@ +#include <fl/Headers.h> + +int main(int argc, char** argv){ +//Code automatically generated with fuzzylite 6.0. + +using namespace fl; + +Engine* engine = new Engine; +engine->setName("heart_disease_risk"); +engine->setDescription(""); + +InputVariable* LDLLevel = new InputVariable; +LDLLevel->setName("LDLLevel"); +LDLLevel->setDescription(""); +LDLLevel->setEnabled(true); +LDLLevel->setRange(0.000, 300.000); +LDLLevel->setLockValueInRange(false); +LDLLevel->addTerm(new Trapezoid("Low", -1.000, 0.000, 90.000, 110.000)); +LDLLevel->addTerm(new Trapezoid("LowBorderline", 90.000, 110.000, 120.000, 140.000)); +LDLLevel->addTerm(new Trapezoid("Borderline", 120.000, 140.000, 150.000, 170.000)); +LDLLevel->addTerm(new Trapezoid("HighBorderline", 150.000, 170.000, 180.000, 200.000)); +LDLLevel->addTerm(new Trapezoid("High", 180.000, 200.000, 300.000, 301.000)); +engine->addInputVariable(LDLLevel); + +InputVariable* HDLLevel = new InputVariable; +HDLLevel->setName("HDLLevel"); +HDLLevel->setDescription(""); +HDLLevel->setEnabled(true); +HDLLevel->setRange(0.000, 100.000); +HDLLevel->setLockValueInRange(false); +HDLLevel->addTerm(new Trapezoid("LowHDL", -1.000, 0.000, 35.000, 45.000)); +HDLLevel->addTerm(new Trapezoid("ModerateHDL", 35.000, 45.000, 55.000, 65.000)); +HDLLevel->addTerm(new Trapezoid("HighHDL", 55.000, 65.000, 100.000, 101.000)); +engine->addInputVariable(HDLLevel); + +OutputVariable* HeartDiseaseRisk = new OutputVariable; +HeartDiseaseRisk->setName("HeartDiseaseRisk"); +HeartDiseaseRisk->setDescription(""); +HeartDiseaseRisk->setEnabled(true); +HeartDiseaseRisk->setRange(0.000, 10.000); +HeartDiseaseRisk->setLockValueInRange(false); +HeartDiseaseRisk->setAggregation(fl::null); +HeartDiseaseRisk->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +HeartDiseaseRisk->setDefaultValue(fl::nan); +HeartDiseaseRisk->setLockPreviousValue(false); +HeartDiseaseRisk->addTerm(new Constant("NoRisk", 0.000)); +HeartDiseaseRisk->addTerm(new Constant("LowRisk", 2.500)); +HeartDiseaseRisk->addTerm(new Constant("MediumRisk", 5.000)); +HeartDiseaseRisk->addTerm(new Constant("HighRisk", 7.500)); +HeartDiseaseRisk->addTerm(new Constant("ExtremeRisk", 10.000)); +engine->addOutputVariable(HeartDiseaseRisk); + +RuleBlock* ruleBlock = new RuleBlock; +ruleBlock->setName(""); +ruleBlock->setDescription(""); +ruleBlock->setEnabled(true); +ruleBlock->setConjunction(new Minimum); +ruleBlock->setDisjunction(fl::null); +ruleBlock->setImplication(fl::null); +ruleBlock->setActivation(new General); +ruleBlock->addRule(Rule::parse("if LDLLevel is Low and HDLLevel is LowHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is Low and HDLLevel is ModerateHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is Low and HDLLevel is HighHDL then HeartDiseaseRisk is NoRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is LowBorderline and HDLLevel is LowHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is LowBorderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is LowBorderline and HDLLevel is HighHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is Borderline and HDLLevel is LowHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is Borderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is Borderline and HDLLevel is HighHDL then HeartDiseaseRisk is LowRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is HighBorderline and HDLLevel is LowHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is HighBorderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is HighBorderline and HDLLevel is HighHDL then HeartDiseaseRisk is MediumRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is High and HDLLevel is LowHDL then HeartDiseaseRisk is ExtremeRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is High and HDLLevel is ModerateHDL then HeartDiseaseRisk is HighRisk", engine)); +ruleBlock->addRule(Rule::parse("if LDLLevel is High and HDLLevel is HighHDL then HeartDiseaseRisk is MediumRisk", engine)); +engine->addRuleBlock(ruleBlock); + + +} |