diff options
Diffstat (limited to 'examples/takagi-sugeno/octave/cubic_approximator.cpp')
| -rw-r--r-- | examples/takagi-sugeno/octave/cubic_approximator.cpp | 68 |
1 files changed, 68 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..6941fa5 --- /dev/null +++ b/examples/takagi-sugeno/octave/cubic_approximator.cpp @@ -0,0 +1,68 @@ +#include <fl/Headers.h> + +int main(int argc, char** argv){ +using namespace fl; + +Engine* engine = new Engine; +engine->setName("Cubic-Approximator"); + +InputVariable* inputVariable = new InputVariable; +inputVariable->setEnabled(true); +inputVariable->setName("X"); +inputVariable->setRange(-5.000, 5.000); +inputVariable->addTerm(new Triangle("AboutNegFive", -6.000, -5.000, -4.000)); +inputVariable->addTerm(new Triangle("AboutNegFour", -5.000, -4.000, -3.000)); +inputVariable->addTerm(new Triangle("AboutNegThree", -4.000, -3.000, -2.000)); +inputVariable->addTerm(new Triangle("AboutNegTwo", -3.000, -2.000, -1.000)); +inputVariable->addTerm(new Triangle("AboutNegOne", -2.000, -1.000, 0.000)); +inputVariable->addTerm(new Triangle("AboutZero", -1.000, 0.000, 1.000)); +inputVariable->addTerm(new Triangle("AboutOne", 0.000, 1.000, 2.000)); +inputVariable->addTerm(new Triangle("AboutTwo", 1.000, 2.000, 3.000)); +inputVariable->addTerm(new Triangle("AboutThree", 2.000, 3.000, 4.000)); +inputVariable->addTerm(new Triangle("AboutFour", 3.000, 4.000, 5.000)); +inputVariable->addTerm(new Triangle("AboutFive", 4.000, 5.000, 6.000)); +engine->addInputVariable(inputVariable); + +OutputVariable* outputVariable = new OutputVariable; +outputVariable->setEnabled(true); +outputVariable->setName("ApproxXCubed"); +outputVariable->setRange(-5.000, 5.000); +outputVariable->fuzzyOutput()->setAccumulation(fl::null); +outputVariable->setDefuzzifier(new WeightedAverage("TakagiSugeno")); +outputVariable->setDefaultValue(fl::nan); +outputVariable->setLockPreviousOutputValue(false); +outputVariable->setLockOutputValueInRange(false); +outputVariable->addTerm(Linear::create("TangentatNegFive", engine, 75.000, 250.000)); +outputVariable->addTerm(Linear::create("TangentatNegFour", engine, 48.000, 128.000)); +outputVariable->addTerm(Linear::create("TangentatNegThree", engine, 27.000, 54.000)); +outputVariable->addTerm(Linear::create("TangentatNegTwo", engine, 12.000, 16.000)); +outputVariable->addTerm(Linear::create("TangentatNegOne", engine, 3.000, 2.000)); +outputVariable->addTerm(Linear::create("TangentatZero", engine, 0.000, 0.000)); +outputVariable->addTerm(Linear::create("TangentatOne", engine, 3.000, -2.000)); +outputVariable->addTerm(Linear::create("TangentatTwo", engine, 12.000, -16.000)); +outputVariable->addTerm(Linear::create("TangentatThree", engine, 27.000, -54.000)); +outputVariable->addTerm(Linear::create("TangentatFour", engine, 48.000, -128.000)); +outputVariable->addTerm(Linear::create("TangentatFive", engine, 75.000, -250.000)); +engine->addOutputVariable(outputVariable); + +RuleBlock* ruleBlock = new RuleBlock; +ruleBlock->setEnabled(true); +ruleBlock->setName(""); +ruleBlock->setConjunction(fl::null); +ruleBlock->setDisjunction(fl::null); +ruleBlock->setActivation(fl::null); +ruleBlock->addRule(fl::Rule::parse("if X is AboutNegFive then ApproxXCubed is TangentatNegFive", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutNegFour then ApproxXCubed is TangentatNegFour", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutNegThree then ApproxXCubed is TangentatNegThree", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutNegTwo then ApproxXCubed is TangentatNegTwo", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutNegOne then ApproxXCubed is TangentatNegOne", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutZero then ApproxXCubed is TangentatZero", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutOne then ApproxXCubed is TangentatOne", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutTwo then ApproxXCubed is TangentatTwo", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutThree then ApproxXCubed is TangentatThree", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutFour then ApproxXCubed is TangentatFour", engine)); +ruleBlock->addRule(fl::Rule::parse("if X is AboutFive then ApproxXCubed is TangentatFive", engine)); +engine->addRuleBlock(ruleBlock); + + +} |