summaryrefslogtreecommitdiff
path: root/fuzzylite/fl/defuzzifier/Centroid.h
diff options
context:
space:
mode:
Diffstat (limited to 'fuzzylite/fl/defuzzifier/Centroid.h')
-rw-r--r--fuzzylite/fl/defuzzifier/Centroid.h63
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 */