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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.cpp112
1 files changed, 61 insertions, 51 deletions
diff --git a/examples/takagi-sugeno/octave/heart_disease_risk.cpp b/examples/takagi-sugeno/octave/heart_disease_risk.cpp
index 397b303..12e7f72 100644
--- a/examples/takagi-sugeno/octave/heart_disease_risk.cpp
+++ b/examples/takagi-sugeno/octave/heart_disease_risk.cpp
@@ -1,68 +1,78 @@
#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->setName("heart_disease_risk");
+engine->setDescription("");
-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* 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* 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);
+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* 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);
+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->setEnabled(true);
ruleBlock->setName("");
+ruleBlock->setDescription("");
+ruleBlock->setEnabled(true);
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));
+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);