#ifndef HORUS_WEIGHTEDBP_H #define HORUS_WEIGHTEDBP_H #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) { pwdMsg_ = *nextMsg_; swap (currMsg_, nextMsg_); LogAware::pow (pwdMsg_, weight_); } private: size_t index_; unsigned weight_; Params pwdMsg_; }; class WeightedBp : public BeliefProp { public: WeightedBp (const FactorGraph& fg, const vector>& 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; vector> weights_; }; #endif // HORUS_WEIGHTEDBP_H