diff options
Diffstat (limited to 'examples/mamdani/Laundry.cpp')
-rw-r--r-- | examples/mamdani/Laundry.cpp | 67 |
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); + + +} |