diff options
Diffstat (limited to 'examples/takagi-sugeno/octave/cubic_approximator.cpp')
-rw-r--r-- | examples/takagi-sugeno/octave/cubic_approximator.cpp | 76 |
1 files changed, 76 insertions, 0 deletions
diff --git a/examples/takagi-sugeno/octave/cubic_approximator.cpp b/examples/takagi-sugeno/octave/cubic_approximator.cpp new file mode 100644 index 0000000..2b9df3f --- /dev/null +++ b/examples/takagi-sugeno/octave/cubic_approximator.cpp @@ -0,0 +1,76 @@ +#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("cubic_approximator"); +engine->setDescription(""); + +InputVariable* X = new InputVariable; +X->setName("X"); +X->setDescription(""); +X->setEnabled(true); +X->setRange(-5.000, 5.000); +X->setLockValueInRange(false); +X->addTerm(new Triangle("AboutNegFive", -6.000, -5.000, -4.000)); +X->addTerm(new Triangle("AboutNegFour", -5.000, -4.000, -3.000)); +X->addTerm(new Triangle("AboutNegThree", -4.000, -3.000, -2.000)); +X->addTerm(new Triangle("AboutNegTwo", -3.000, -2.000, -1.000)); +X->addTerm(new Triangle("AboutNegOne", -2.000, -1.000, 0.000)); +X->addTerm(new Triangle("AboutZero", -1.000, 0.000, 1.000)); +X->addTerm(new Triangle("AboutOne", 0.000, 1.000, 2.000)); +X->addTerm(new Triangle("AboutTwo", 1.000, 2.000, 3.000)); +X->addTerm(new Triangle("AboutThree", 2.000, 3.000, 4.000)); +X->addTerm(new Triangle("AboutFour", 3.000, 4.000, 5.000)); +X->addTerm(new Triangle("AboutFive", 4.000, 5.000, 6.000)); +engine->addInputVariable(X); + +OutputVariable* ApproxXCubed = new OutputVariable; +ApproxXCubed->setName("ApproxXCubed"); +ApproxXCubed->setDescription(""); +ApproxXCubed->setEnabled(true); +ApproxXCubed->setRange(-5.000, 5.000); +ApproxXCubed->setLockValueInRange(false); +ApproxXCubed->setAggregation(fl::null); +ApproxXCubed->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +ApproxXCubed->setDefaultValue(fl::nan); +ApproxXCubed->setLockPreviousValue(false); +ApproxXCubed->addTerm(Linear::create("TangentatNegFive", engine, 75.000, 250.000)); +ApproxXCubed->addTerm(Linear::create("TangentatNegFour", engine, 48.000, 128.000)); +ApproxXCubed->addTerm(Linear::create("TangentatNegThree", engine, 27.000, 54.000)); +ApproxXCubed->addTerm(Linear::create("TangentatNegTwo", engine, 12.000, 16.000)); +ApproxXCubed->addTerm(Linear::create("TangentatNegOne", engine, 3.000, 2.000)); +ApproxXCubed->addTerm(Linear::create("TangentatZero", engine, 0.000, 0.000)); +ApproxXCubed->addTerm(Linear::create("TangentatOne", engine, 3.000, -2.000)); +ApproxXCubed->addTerm(Linear::create("TangentatTwo", engine, 12.000, -16.000)); +ApproxXCubed->addTerm(Linear::create("TangentatThree", engine, 27.000, -54.000)); +ApproxXCubed->addTerm(Linear::create("TangentatFour", engine, 48.000, -128.000)); +ApproxXCubed->addTerm(Linear::create("TangentatFive", engine, 75.000, -250.000)); +engine->addOutputVariable(ApproxXCubed); + +RuleBlock* ruleBlock = new RuleBlock; +ruleBlock->setName(""); +ruleBlock->setDescription(""); +ruleBlock->setEnabled(true); +ruleBlock->setConjunction(fl::null); +ruleBlock->setDisjunction(fl::null); +ruleBlock->setImplication(fl::null); +ruleBlock->setActivation(new General); +ruleBlock->addRule(Rule::parse("if X is AboutNegFive then ApproxXCubed is TangentatNegFive", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutNegFour then ApproxXCubed is TangentatNegFour", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutNegThree then ApproxXCubed is TangentatNegThree", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutNegTwo then ApproxXCubed is TangentatNegTwo", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutNegOne then ApproxXCubed is TangentatNegOne", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutZero then ApproxXCubed is TangentatZero", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutOne then ApproxXCubed is TangentatOne", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutTwo then ApproxXCubed is TangentatTwo", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutThree then ApproxXCubed is TangentatThree", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutFour then ApproxXCubed is TangentatFour", engine)); +ruleBlock->addRule(Rule::parse("if X is AboutFive then ApproxXCubed is TangentatFive", engine)); +engine->addRuleBlock(ruleBlock); + + +} |