Exemplo n.º 1
0
void
VarElim::absorveEvidence (void)
{
  if (Globals::verbosity > 2) {
    Util::printDashedLine();
    cout << "(initial factor list)" << endl;
    printActiveFactors();
  }
  const VarNodes& varNodes = fg.varNodes();
  for (size_t i = 0; i < varNodes.size(); i++) {
    if (varNodes[i]->hasEvidence()) {
      if (Globals::verbosity > 1) {
        cout << "-> aborving evidence on ";
        cout << varNodes[i]->label() << " = " ;
        cout << varNodes[i]->getEvidence() << endl;
      }
      const vector<size_t>& idxs =
          varFactors_.find (varNodes[i]->varId())->second;
      for (size_t j = 0; j < idxs.size(); j++) {
        Factor* factor = factorList_[idxs[j]];
        if (factor->nrArguments() == 1) {
          factorList_[idxs[j]] = 0;
        } else {
          factorList_[idxs[j]]->absorveEvidence (
              varNodes[i]->varId(), varNodes[i]->getEvidence());
        }
      }
    }
  }
}
Exemplo n.º 2
0
void
VarElim::eliminate (VarId elimVar)
{
  Factor* result = 0;
  vector<size_t>& idxs = varFactors_.find (elimVar)->second;
  for (size_t i = 0; i < idxs.size(); i++) {
    size_t idx = idxs[i];
    if (factorList_[idx]) {
      if (result == 0) {
        result = new Factor (*factorList_[idx]);
      } else {
        result->multiply (*factorList_[idx]);
      }
      delete factorList_[idx];
      factorList_[idx] = 0;
    }
  }
  totalFactorSize_ += result->size();
  if (result->size() > largestFactorSize_) {
    largestFactorSize_ = result->size();
  }
  if (result != 0 && result->nrArguments() != 1) {
    result->sumOut (elimVar);
    factorList_.push_back (result);
    const VarIds& resultVarIds = result->arguments();
    for (size_t i = 0; i < resultVarIds.size(); i++) {
      vector<size_t>& idxs =
          varFactors_.find (resultVarIds[i])->second;
      idxs.push_back (factorList_.size() - 1);
    }
  }
}