yap-6.3/packages/CLPBN/horus/WeightedBp.h

#ifndef YAP_PACKAGES_CLPBN_HORUS_WEIGHTEDBP_H_
#define YAP_PACKAGES_CLPBN_HORUS_WEIGHTEDBP_H_

#include <vector>

#include "BeliefProp.h"


namespace horus {

class WeightedLink : public BpLink
{
  public:
    WeightedLink (FacNode* fn, VarNode* vn, size_t idx, unsigned weight)
        : BpLink (fn, vn), index_(idx), weight_(weight),
          pwdMsg_(vn->range(), log_aware::one()) { }

    size_t index (void) const { return index_; }

    unsigned weight (void) const { return weight_; }

    const Params& powMessage (void) const { return pwdMsg_; }

    void updateMessage (void);

  private:
    DISALLOW_COPY_AND_ASSIGN (WeightedLink);

    size_t    index_;
    unsigned  weight_;
    Params    pwdMsg_;
};



inline void
WeightedLink::updateMessage (void)
{
  pwdMsg_ = *nextMsg_;
  swap (currMsg_, nextMsg_);
  log_aware::pow (pwdMsg_, weight_);
}



class WeightedBp : public BeliefProp
{
  public:
    WeightedBp (const FactorGraph& fg,
        const std::vector<std::vector<unsigned>>& weights)
      : BeliefProp (fg), weights_(weights) { }

   ~WeightedBp (void);

    Params getPosterioriOf (VarId);

   private:
     void createLinks (void);

     void maxResidualSchedule (void);

     void calcFactorToVarMsg (BpLink*);

     Params getVarToFactorMsg (const BpLink*) const;

     void printLinkInformation (void) const;

     std::vector<std::vector<unsigned>> weights_;

     DISALLOW_COPY_AND_ASSIGN (WeightedBp);
};

}  // namespace horus

#endif  // YAP_PACKAGES_CLPBN_HORUS_WEIGHTEDBP_H_