summaryrefslogtreecommitdiff
path: root/fuzzylite/src/term/SigmoidProduct.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'fuzzylite/src/term/SigmoidProduct.cpp')
-rw-r--r--fuzzylite/src/term/SigmoidProduct.cpp107
1 files changed, 107 insertions, 0 deletions
diff --git a/fuzzylite/src/term/SigmoidProduct.cpp b/fuzzylite/src/term/SigmoidProduct.cpp
new file mode 100644
index 0000000..5f35750
--- /dev/null
+++ b/fuzzylite/src/term/SigmoidProduct.cpp
@@ -0,0 +1,107 @@
+/*
+ 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.
+ */
+
+#include "fl/term/SigmoidProduct.h"
+
+namespace fl {
+
+ SigmoidProduct::SigmoidProduct(const std::string& name,
+ scalar left, scalar rising,
+ scalar falling, scalar right, scalar height)
+ : Term(name, height), _left(left), _rising(rising), _falling(falling), _right(right) { }
+
+ SigmoidProduct::~SigmoidProduct() { }
+
+ std::string SigmoidProduct::className() const {
+ return "SigmoidProduct";
+ }
+
+ Complexity SigmoidProduct::complexity() const {
+ return Complexity().comparison(1).arithmetic(2 + 4 + 4).function(2);
+ }
+
+ scalar SigmoidProduct::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ const scalar a = 1.0 + std::exp(-_rising * (x - _left));
+ const scalar b = 1.0 + std::exp(-_falling * (x - _right));
+ return Term::_height * 1.0 / (a * b);
+ }
+
+ std::string SigmoidProduct::parameters() const {
+ return Op::join(4, " ", _left, _rising, _falling, _right) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void SigmoidProduct::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 4;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setLeft(Op::toScalar(values.at(0)));
+ setRising(Op::toScalar(values.at(1)));
+ setFalling(Op::toScalar(values.at(2)));
+ setRight(Op::toScalar(values.at(3)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+
+ }
+
+ void SigmoidProduct::setRising(scalar risingSlope) {
+ this->_rising = risingSlope;
+ }
+
+ scalar SigmoidProduct::getRising() const {
+ return this->_rising;
+ }
+
+ void SigmoidProduct::setLeft(scalar leftInflection) {
+ this->_left = leftInflection;
+ }
+
+ scalar SigmoidProduct::getLeft() const {
+ return this->_left;
+ }
+
+ void SigmoidProduct::setRight(scalar rightInflection) {
+ this->_right = rightInflection;
+ }
+
+ scalar SigmoidProduct::getRight() const {
+ return this->_right;
+ }
+
+ void SigmoidProduct::setFalling(scalar fallingSlope) {
+ this->_falling = fallingSlope;
+ }
+
+ scalar SigmoidProduct::getFalling() const {
+ return this->_falling;
+ }
+
+ SigmoidProduct* SigmoidProduct::clone() const {
+ return new SigmoidProduct(*this);
+ }
+
+ Term* SigmoidProduct::constructor() {
+ return new SigmoidProduct;
+ }
+
+}