FuzzyControlSystem.h

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#pragma once
 
#include <memory>
#include <vector>
 
#include "FuzzyRule.h"
#include "FuzzySet.h"
 
namespace autopas::FuzzyLogic {
 
using FuzzyControlSettings = std::map<std::string, std::string>;
 
class FuzzyControlSystem {
 public:
  explicit FuzzyControlSystem(std::shared_ptr<FuzzyControlSettings> settings);
 
  void addRule(const FuzzyRule &rule);
 
  [[nodiscard]] std::shared_ptr<FuzzySet> applyRules(const FuzzySet::Data &data) const;
 
  [[nodiscard]] double predict(const FuzzySet::Data &data, size_t numSamples = 1000) const;
 
  explicit operator std::string() const;
 
 private:
  std::shared_ptr<FuzzyControlSettings> _settings;
 
  std::vector<FuzzyRule> _rules;
 
  std::optional<std::string> _outputDomain;
};
 
}  // namespace autopas::FuzzyLogic