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-rw-r--r--fuzzylite/src/activation/Threshold.cpp170
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+/*
+ 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/activation/Threshold.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ Threshold::Threshold(Comparison comparison, scalar threshold) : Activation(),
+ _comparison(comparison), _value(threshold) { }
+
+ Threshold::Threshold(const std::string& comparison, scalar threshold) : Activation(),
+ _comparison(parseComparison(comparison)), _value(threshold) { }
+
+ Threshold::~Threshold() { }
+
+ std::string Threshold::className() const {
+ return "Threshold";
+ }
+
+ std::string Threshold::parameters() const {
+ std::ostringstream ss;
+ ss << comparisonOperator() << " " << Op::str(getValue());
+ return ss.str();
+ }
+
+ void Threshold::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] activation <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setComparison(parseComparison(values.at(0)));
+ setValue(Op::toScalar(values.at(1)));
+ }
+
+ void Threshold::setComparison(Comparison comparison) {
+ this->_comparison = comparison;
+ }
+
+ Threshold::Comparison Threshold::getComparison() const {
+ return this->_comparison;
+ }
+
+ std::string Threshold::comparisonOperator() const {
+ return comparisonOperator(getComparison());
+ }
+
+ std::string Threshold::comparisonOperator(Comparison comparison) const {
+ switch (comparison) {
+ case LessThan: return "<";
+ case LessThanOrEqualTo: return "<=";
+ case EqualTo: return "==";
+ case NotEqualTo: return "!=";
+ case GreaterThanOrEqualTo: return ">=";
+ case GreaterThan: return ">";
+ default: return "?";
+ }
+ }
+
+ std::vector<std::string> Threshold::availableComparisonOperators() const {
+ std::vector<std::string> result;
+ result.push_back("<");
+ result.push_back("<=");
+ result.push_back("==");
+ result.push_back("!=");
+ result.push_back(">=");
+ result.push_back(">");
+ return result;
+ }
+
+ Threshold::Comparison Threshold::parseComparison(const std::string& name) const {
+ if (name == "<") return LessThan;
+ if (name == "<=") return LessThanOrEqualTo;
+ if (name == "==") return EqualTo;
+ if (name == "!=") return NotEqualTo;
+ if (name == ">=") return GreaterThanOrEqualTo;
+ if (name == ">") return GreaterThan;
+ throw Exception("[syntax error] invalid threshold type by name <" + name + ">", FL_AT);
+ }
+
+ void Threshold::setValue(scalar value) {
+ this->_value = value;
+ }
+
+ scalar Threshold::getValue() const {
+ return this->_value;
+ }
+
+ void Threshold::setThreshold(Comparison comparison, scalar threshold) {
+ setComparison(comparison);
+ setValue(threshold);
+ }
+
+ void Threshold::setThreshold(const std::string& comparison, scalar value) {
+ setComparison(parseComparison(comparison));
+ setValue(value);
+ }
+
+ bool Threshold::activatesWith(scalar activationDegree) const {
+ switch (getComparison()) {
+ case LessThan: return Op::isLt(activationDegree, getValue());
+ case LessThanOrEqualTo: return Op::isLE(activationDegree, getValue());
+ case EqualTo: return Op::isEq(activationDegree, getValue());
+ case NotEqualTo: return not Op::isEq(activationDegree, getValue());
+ case GreaterThanOrEqualTo: return Op::isGE(activationDegree, getValue());
+ case GreaterThan: return Op::isGt(activationDegree, getValue());
+ default: return false;
+ }
+ }
+
+ Complexity Threshold::complexity(const RuleBlock* ruleBlock) const {
+ Complexity result;
+ for (std::size_t i = 0; i < ruleBlock->rules().size(); ++i) {
+ result.comparison(2);
+ result += ruleBlock->rules().at(i)->complexity(
+ ruleBlock->getConjunction(), ruleBlock->getDisjunction(),
+ ruleBlock->getImplication());
+ }
+ return result;
+ }
+
+ void Threshold::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ rule->deactivate();
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ if (activatesWith(activationDegree)) {
+ rule->trigger(implication);
+ }
+ }
+ }
+ }
+
+ Threshold* Threshold::clone() const {
+ return new Threshold(*this);
+ }
+
+ Activation* Threshold::constructor() {
+ return new Threshold;
+ }
+
+}
+