summaryrefslogtreecommitdiff
path: root/examples/mamdani/Laundry.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'examples/mamdani/Laundry.cpp')
-rw-r--r--examples/mamdani/Laundry.cpp67
1 files changed, 67 insertions, 0 deletions
diff --git a/examples/mamdani/Laundry.cpp b/examples/mamdani/Laundry.cpp
new file mode 100644
index 0000000..7fbcb11
--- /dev/null
+++ b/examples/mamdani/Laundry.cpp
@@ -0,0 +1,67 @@
+#include <fl/Headers.h>
+
+int main(int argc, char** argv){
+using namespace fl;
+
+Engine* engine = new Engine;
+engine->setName("Laundry");
+
+InputVariable* inputVariable1 = new InputVariable;
+inputVariable1->setEnabled(true);
+inputVariable1->setName("Load");
+inputVariable1->setRange(0.000, 6.000);
+inputVariable1->addTerm(Discrete::create("small", 8, 0.000, 1.000, 1.000, 1.000, 2.000, 0.800, 5.000, 0.000));
+inputVariable1->addTerm(Discrete::create("normal", 6, 3.000, 0.000, 4.000, 1.000, 6.000, 0.000));
+engine->addInputVariable(inputVariable1);
+
+InputVariable* inputVariable2 = new InputVariable;
+inputVariable2->setEnabled(true);
+inputVariable2->setName("Dirt");
+inputVariable2->setRange(0.000, 6.000);
+inputVariable2->addTerm(Discrete::create("low", 6, 0.000, 1.000, 2.000, 0.800, 5.000, 0.000));
+inputVariable2->addTerm(Discrete::create("high", 8, 1.000, 0.000, 2.000, 0.200, 4.000, 0.800, 6.000, 1.000));
+engine->addInputVariable(inputVariable2);
+
+OutputVariable* outputVariable1 = new OutputVariable;
+outputVariable1->setEnabled(true);
+outputVariable1->setName("Detergent");
+outputVariable1->setRange(0.000, 80.000);
+outputVariable1->fuzzyOutput()->setAccumulation(new Maximum);
+outputVariable1->setDefuzzifier(new MeanOfMaximum(500));
+outputVariable1->setDefaultValue(fl::nan);
+outputVariable1->setLockPreviousOutputValue(false);
+outputVariable1->setLockOutputValueInRange(false);
+outputVariable1->addTerm(Discrete::create("less", 6, 10.000, 0.000, 40.000, 1.000, 50.000, 0.000));
+outputVariable1->addTerm(Discrete::create("normal", 8, 40.000, 0.000, 50.000, 1.000, 60.000, 1.000, 80.000, 0.000));
+outputVariable1->addTerm(Discrete::create("more", 4, 50.000, 0.000, 80.000, 1.000));
+engine->addOutputVariable(outputVariable1);
+
+OutputVariable* outputVariable2 = new OutputVariable;
+outputVariable2->setEnabled(true);
+outputVariable2->setName("Cycle");
+outputVariable2->setRange(0.000, 20.000);
+outputVariable2->fuzzyOutput()->setAccumulation(new Maximum);
+outputVariable2->setDefuzzifier(new MeanOfMaximum(500));
+outputVariable2->setDefaultValue(fl::nan);
+outputVariable2->setLockPreviousOutputValue(false);
+outputVariable2->setLockOutputValueInRange(false);
+outputVariable2->addTerm(Discrete::create("short", 6, 0.000, 1.000, 10.000, 1.000, 20.000, 0.000));
+outputVariable2->addTerm(Discrete::create("long", 4, 10.000, 0.000, 20.000, 1.000));
+engine->addOutputVariable(outputVariable2);
+
+RuleBlock* ruleBlock = new RuleBlock;
+ruleBlock->setEnabled(true);
+ruleBlock->setName("");
+ruleBlock->setConjunction(new Minimum);
+ruleBlock->setDisjunction(new Maximum);
+ruleBlock->setActivation(new Minimum);
+ruleBlock->addRule(fl::Rule::parse("if Load is small and Dirt is not high then Detergent is less", engine));
+ruleBlock->addRule(fl::Rule::parse("if Load is small and Dirt is high then Detergent is normal", engine));
+ruleBlock->addRule(fl::Rule::parse("if Load is normal and Dirt is low then Detergent is less", engine));
+ruleBlock->addRule(fl::Rule::parse("if Load is normal and Dirt is high then Detergent is more", engine));
+ruleBlock->addRule(fl::Rule::parse("if Detergent is normal or Detergent is less then Cycle is short", engine));
+ruleBlock->addRule(fl::Rule::parse("if Detergent is more then Cycle is long", engine));
+engine->addRuleBlock(ruleBlock);
+
+
+}