FuzzyModel.h

// Copyright (C) 2000 Dominic Letourneau (dominic.letourneau@courrier.usherb.ca)

// FuzzyModel.h: interface for the FuzzyModel class.
//
#ifndef _FUZZY_MODEL_H_
#define _FUZZY_MODEL_H_


#include "FuzzySet.h"
#include "FuzzyRule.h"
#include <list>
#include <string>
#include "BufferedNode.h"


namespace FD {

class FuzzyModel : public BufferedNode {

public:
  
  //rules consistency verification
  void verify_rules();
  
  //print the rules
  void print_rules(std::ostream &out);
  
  //print the sets
  void print_sets(std::ostream &out);
  
  void reset();
  
  //add a fuzzy set (of type input or output)
  void add_fuzzy_set(ObjectRef set, int type);
  
  //add a fuzzy rule (rules must be inserted after sets
  void add_fuzzy_rule (ObjectRef rule);
  
  //default constructor
  FuzzyModel();
  
  FuzzyModel(const FuzzyModel &model);
  
  
  FuzzyModel(std::string nodeName, ParameterSet params);
  
  //destructor
  virtual ~FuzzyModel();
  
  //evaluate the model with the named input values (in rule order)
  virtual Vector<float> & evaluate(Vector<float> &input_values);
  
  //pure virtual function that must be implemented by the
  //real model (conjunction,disjunction,defuzzification)
  virtual float conjunction(Vector<float> &c_values) = 0;
  virtual float disjunction(Vector<float> &d_values) = 0;
  virtual Vector<float> & defuzzification() = 0;
  
  
  virtual void calculate(int output_id, int count, Buffer &out);
  
  //cloning capability
  //virtual ObjectRef clone() = 0;
  
  //constants representing input and output sets
  static const int FUZZY_INPUT_SET;
  static const int FUZZY_OUTPUT_SET;
  
  
 protected:
  
  int m_RuleID;
  
  int m_ASetID;
  
  int m_CSetID;
  
  int m_InputID;
  
  int m_OutputID;
  
  int m_ModelID;
  
  //vector of rules
  Vector<ObjectRef> m_rules;
  
  //vector of input sets
  Vector<ObjectRef> m_input_set;
  
  //vector of output sets
  Vector<ObjectRef> m_output_set;
  
  //vector of input functions to be evaluated for a rule
  std::vector<std::list<FuzzyFunction*> > m_input_functions;
  
  //vector of output functions to be evaluated for a rule
  std::vector<std::list<FuzzyFunction*> > m_output_functions;
  
  //internal function to get a named set
  FuzzySet* find_set_named(const std::string &name, int type);
  
  //defuzzification result
  Vector<float> m_defuzzification;
  
};

}//namespace FD

#endif

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