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Diffstat (limited to 'examples/takagi-sugeno/octave/heart_disease_risk.cpp')
-rw-r--r--examples/takagi-sugeno/octave/heart_disease_risk.cpp79
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);
+
+
+}