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yap-6.3/packages/CLPBN/horus/WeightedBp.h
2013-02-07 20:09:10 +00:00

73 lines
1.4 KiB
C++

#ifndef YAP_PACKAGES_CLPBN_HORUS_WEIGHTEDBP_H_
#define YAP_PACKAGES_CLPBN_HORUS_WEIGHTEDBP_H_
#include <vector>
#include "BeliefProp.h"
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(), LogAware::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_);
LogAware::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);
};
#endif // YAP_PACKAGES_CLPBN_HORUS_WEIGHTEDBP_H_