diff options
Diffstat (limited to 'fuzzylite/fl/defuzzifier/Centroid.h')
-rw-r--r-- | fuzzylite/fl/defuzzifier/Centroid.h | 63 |
1 files changed, 63 insertions, 0 deletions
diff --git a/fuzzylite/fl/defuzzifier/Centroid.h b/fuzzylite/fl/defuzzifier/Centroid.h new file mode 100644 index 0000000..b056eac --- /dev/null +++ b/fuzzylite/fl/defuzzifier/Centroid.h @@ -0,0 +1,63 @@ +/* + fuzzylite (R), a fuzzy logic control library in C++. + Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved. + Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com> + + This file is part of fuzzylite. + + fuzzylite is free software: you can redistribute it and/or modify it under + the terms of the FuzzyLite License included with the software. + + You should have received a copy of the FuzzyLite License along with + fuzzylite. If not, see <http://www.fuzzylite.com/license/>. + + fuzzylite is a registered trademark of FuzzyLite Limited. + */ + +#ifndef FL_CENTROID_H +#define FL_CENTROID_H + +#include "fl/defuzzifier/IntegralDefuzzifier.h" + +namespace fl { + + /** + The Centroid class is an IntegralDefuzzifier that computes the centroid + of a fuzzy set represented in a Term. + + @author Juan Rada-Vilela, Ph.D. + @see BiSector + @see IntegralDefuzzifier + @see Defuzzifier + @since 4.0 + */ + class FL_API Centroid : public IntegralDefuzzifier { + public: + explicit Centroid(int resolution = defaultResolution()); + virtual ~Centroid() FL_IOVERRIDE; + FL_DEFAULT_COPY_AND_MOVE(Centroid) + + virtual std::string className() const FL_IOVERRIDE; + + virtual Complexity complexity(const Term* term) const FL_IOVERRIDE; + + /** + Computes the centroid of a fuzzy set. The defuzzification process + integrates over the fuzzy set utilizing the boundaries given as + parameters. The integration algorithm is the midpoint rectangle + method (https://en.wikipedia.org/wiki/Rectangle_method). + + @param term is the fuzzy set + @param minimum is the minimum value of the fuzzy set + @param maximum is the maximum value of the fuzzy set + @return the @f$x@f$-coordinate of the centroid of the fuzzy set + */ + virtual scalar defuzzify(const Term* term, + scalar minimum, scalar maximum) const FL_IOVERRIDE; + virtual Centroid* clone() const FL_IOVERRIDE; + + static Defuzzifier* constructor(); + }; +} + +#endif /* FL_CENTROID_H */ |