summaryrefslogtreecommitdiff
path: root/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp')
-rw-r--r--fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp77
1 files changed, 77 insertions, 0 deletions
diff --git a/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp b/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp
new file mode 100644
index 0000000..1e67395
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp
@@ -0,0 +1,77 @@
+/*
+ Author: Juan Rada-Vilela, Ph.D.
+ Copyright (C) 2010-2014 FuzzyLite Limited
+ All rights reserved
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the GNU Lesser General Public License as published by the Free
+ Software Foundation, either version 3 of the License, or (at your option)
+ any later version.
+
+ fuzzylite is distributed in the hope that it will be useful, but WITHOUT
+ ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+ FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License
+ for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with fuzzylite. If not, see <http://www.gnu.org/licenses/>.
+
+ fuzzyliteâ„¢ is a trademark of FuzzyLite Limited.
+
+ */
+
+#include "fl/defuzzifier/SmallestOfMaximum.h"
+
+#include "fl/Exception.h"
+#include "fl/term/Term.h"
+
+
+namespace fl {
+
+ SmallestOfMaximum::SmallestOfMaximum(int resolution)
+ : IntegralDefuzzifier(resolution) {
+ }
+
+ SmallestOfMaximum::~SmallestOfMaximum() {
+ }
+
+ std::string SmallestOfMaximum::className() const {
+ return "SmallestOfMaximum";
+ }
+
+ scalar SmallestOfMaximum::defuzzify(const Term* term, scalar minimum, scalar maximum) const {
+ if (not fl::Op::isFinite(minimum + maximum)) {
+ return fl::nan;
+ }
+ if (maximum - minimum > _resolution) {
+ FL_DBG("[accuracy warning] the resolution <" << _resolution << "> "
+ "is smaller than the range <" << minimum << ", " << maximum << ">. In order to "
+ "improve the accuracy, the resolution should be at least equal to the range.");
+ }
+ scalar dx = (maximum - minimum) / _resolution;
+ scalar x, y;
+ scalar ymax = -1.0, xsmallest = minimum;
+ for (int i = 0; i < _resolution; ++i) {
+ x = minimum + (i + 0.5) * dx;
+ y = term->membership(x);
+
+ if (Op::isGt(y, ymax)) {
+ xsmallest = x;
+ ymax = y;
+ }
+ }
+ return xsmallest;
+ }
+
+ SmallestOfMaximum* SmallestOfMaximum::clone() const {
+ return new SmallestOfMaximum(*this);
+ }
+
+ Defuzzifier* SmallestOfMaximum::constructor() {
+ return new SmallestOfMaximum;
+ }
+
+}
+