C++ PQueueInit函数代码示例

/*************************************************************************
* This function performs an edge-based FM refinement
**************************************************************************/
void MocGeneral2WayBalance2(CtrlType *ctrl, GraphType *graph, float *tpwgts, float *ubvec)
{
  int i, ii, j, k, l, kwgt, nvtxs, ncon, nbnd, nswaps, from, to, limit, tmp, cnum;
  idxtype *xadj, *adjncy, *adjwgt, *where, *id, *ed, *bndptr, *bndind;
  idxtype *moved, *swaps, *perm, *qnum;
  float *nvwgt, *npwgts, origbal[MAXNCON], minbal[MAXNCON], newbal[MAXNCON];
  PQueueType parts[MAXNCON][2];
  int higain, oldgain, mincut, newcut, mincutorder;
  float *maxwgt, *minwgt, tvec[MAXNCON];


  nvtxs = graph->nvtxs;
  ncon = graph->ncon;
  xadj = graph->xadj;
  nvwgt = graph->nvwgt;
  adjncy = graph->adjncy;
  adjwgt = graph->adjwgt;
  where = graph->where;
  id = graph->id;
  ed = graph->ed;
  npwgts = graph->npwgts;
  bndptr = graph->bndptr;
  bndind = graph->bndind;

  moved = idxwspacemalloc(ctrl, nvtxs);
  swaps = idxwspacemalloc(ctrl, nvtxs);
  perm = idxwspacemalloc(ctrl, nvtxs);
  qnum = idxwspacemalloc(ctrl, nvtxs);

  limit = amin(amax(0.01*nvtxs, 15), 100);

  /* Setup the weight intervals of the two subdomains */
  minwgt = fwspacemalloc(ctrl, 2*ncon);
  maxwgt = fwspacemalloc(ctrl, 2*ncon);

  for (i=0; i<2; i++) {
    for (j=0; j<ncon; j++) {
      maxwgt[i*ncon+j] = tpwgts[i]*ubvec[j];
      minwgt[i*ncon+j] = tpwgts[i]*(1.0/ubvec[j]);
    }
  }


  /* Initialize the queues */
  for (i=0; i<ncon; i++) {
    PQueueInit(ctrl, &parts[i][0], nvtxs, PLUS_GAINSPAN+1);
    PQueueInit(ctrl, &parts[i][1], nvtxs, PLUS_GAINSPAN+1);
  }
  for (i=0; i<nvtxs; i++)
    qnum[i] = samax(ncon, nvwgt+i*ncon);

  Compute2WayHLoadImbalanceVec(ncon, npwgts, tpwgts, origbal);
  for (i=0; i<ncon; i++) 
    minbal[i] = origbal[i];

  newcut = mincut = graph->mincut;
  mincutorder = -1;

  if (ctrl->dbglvl&DBG_REFINE) {
    printf("Parts: [");
    for (l=0; l<ncon; l++)
      printf("(%.3f, %.3f) ", npwgts[l], npwgts[ncon+l]);
    printf("] T[%.3f %.3f], Nv-Nb[%5d, %5d]. ICut: %6d, LB: ", tpwgts[0], tpwgts[1], 
            graph->nvtxs, graph->nbnd, graph->mincut);
    for (i=0; i<ncon; i++)
      printf("%.3f ", origbal[i]);
    printf("[B]\n");
  }

  idxset(nvtxs, -1, moved);

  ASSERT(ComputeCut(graph, where) == graph->mincut);
  ASSERT(CheckBnd(graph));

  /* Insert all nodes in the priority queues */
  nbnd = graph->nbnd;
  RandomPermute(nvtxs, perm, 1);
  for (ii=0; ii<nvtxs; ii++) {
    i = perm[ii];
    PQueueInsert(&parts[qnum[i]][where[i]], i, ed[i]-id[i]);
  }


  for (nswaps=0; nswaps<nvtxs; nswaps++) {
    if (AreAllBelow(ncon, minbal, ubvec))
      break;

    SelectQueue3(ncon, npwgts, tpwgts, &from, &cnum, parts, maxwgt);
    to = (from+1)%2;

    if (from == -1 || (higain = PQueueGetMax(&parts[cnum][from])) == -1)
      break;

    saxpy(ncon, 1.0, nvwgt+higain*ncon, 1, npwgts+to*ncon, 1);
    saxpy(ncon, -1.0, nvwgt+higain*ncon, 1, npwgts+from*ncon, 1);
    newcut -= (ed[higain]-id[higain]);
    Compute2WayHLoadImbalanceVec(ncon, npwgts, tpwgts, newbal);
//.........这里部分代码省略.........

/*************************************************************************
* This function performs a node-based FM refinement. This is the 
* one-way version 
**************************************************************************/
void FM_2WayNodeRefine_OneSided(CtrlType *ctrl, GraphType *graph, float ubfactor, idxtype npasses)
{
  idxtype i, ii, j, k, jj, kk, nvtxs, nbnd, nswaps, nmind;
  idxtype *xadj, *vwgt, *adjncy, *where, *pwgts, *edegrees, *bndind, *bndptr;
  idxtype *mptr, *mind, *swaps, *perm;
  PQueueType parts; 
  NRInfoType *rinfo;
  idxtype higain, oldgain, mincut, initcut, mincutorder;	
  idxtype pass, to, other, limit;
  idxtype badmaxpwgt, mindiff, newdiff;

  nvtxs = graph->nvtxs;
  xadj = graph->xadj;
  adjncy = graph->adjncy;
  vwgt = graph->vwgt;

  bndind = graph->bndind;
  bndptr = graph->bndptr;
  where = graph->where;
  pwgts = graph->pwgts;
  rinfo = graph->nrinfo;

  PQueueInit(ctrl, &parts, nvtxs, ComputeMaxNodeGain(nvtxs, xadj, adjncy, vwgt));

  perm  = idxwspacemalloc(ctrl, nvtxs);
  swaps = idxwspacemalloc(ctrl, nvtxs);
  mptr  = idxwspacemalloc(ctrl, nvtxs+1);
  mind  = idxwspacemalloc(ctrl, nvtxs);

  IFSET(ctrl->dbglvl, DBG_REFINE,
    mprintf("Partitions-N1: [%6D %6D] Nv-Nb[%6D %6D]. ISep: %6D\n", pwgts[0], pwgts[1], graph->nvtxs, graph->nbnd, graph->mincut));

  badmaxpwgt = (int)(ubfactor*(pwgts[0]+pwgts[1]+pwgts[2])/2);

  to = (pwgts[0] < pwgts[1] ? 1 : 0);
  for (pass=0; pass<npasses; pass++) {
    other = to; 
    to = (to+1)%2;

    PQueueReset(&parts);

    mincutorder = -1;
    initcut = mincut = graph->mincut;
    nbnd = graph->nbnd;

    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = bndind[perm[ii]];
      ASSERT(where[i] == 2);
      PQueueInsert(&parts, i, vwgt[i]-rinfo[i].edegrees[other]);
    }

    ASSERT(CheckNodeBnd(graph, nbnd));
    ASSERT(CheckNodePartitionParams(graph));

    limit = (ctrl->oflags&OFLAG_COMPRESS ? amin(5*nbnd, 400) : amin(2*nbnd, 300));

    /******************************************************
    * Get into the FM loop
    *******************************************************/
    mptr[0] = nmind = 0;
    mindiff = idxtype_abs(pwgts[0]-pwgts[1]);
    for (nswaps=0; nswaps<nvtxs; nswaps++) {

      if ((higain = PQueueGetMax(&parts)) == -1)
        break;

      ASSERT(bndptr[higain] != -1);

      if (pwgts[to]+vwgt[higain] > badmaxpwgt)
        break;  /* No point going any further. Balance will be bad */

      pwgts[2] -= (vwgt[higain]-rinfo[higain].edegrees[other]);

      newdiff = idxtype_abs(pwgts[to]+vwgt[higain] - (pwgts[other]-rinfo[higain].edegrees[other]));
      if (pwgts[2] < mincut || (pwgts[2] == mincut && newdiff < mindiff)) {
        mincut = pwgts[2];
        mincutorder = nswaps;
        mindiff = newdiff;
      }
      else {
        if (nswaps - mincutorder > limit) {
          pwgts[2] += (vwgt[higain]-rinfo[higain].edegrees[other]);
          break; /* No further improvement, break out */
        }
      }

      BNDDelete(nbnd, bndind, bndptr, higain);
      pwgts[to] += vwgt[higain];
      where[higain] = to;
      swaps[nswaps] = higain;  


      /**********************************************************
      * Update the degrees of the affected nodes
      ***********************************************************/
//.........这里部分代码省略.........

/*************************************************************************
* This function performs a node-based FM refinement 
**************************************************************************/
void FM_2WayNodeBalance(CtrlType *ctrl, GraphType *graph, float ubfactor)
{
  idxtype i, ii, j, k, jj, kk, nvtxs, nbnd, nswaps;
  idxtype *xadj, *vwgt, *adjncy, *where, *pwgts, *edegrees, *bndind, *bndptr;
  idxtype *perm, *moved;
  PQueueType parts; 
  NRInfoType *rinfo;
  idxtype higain, oldgain;	
  idxtype pass, to, other;

  nvtxs = graph->nvtxs;
  xadj = graph->xadj;
  adjncy = graph->adjncy;
  vwgt = graph->vwgt;

  bndind = graph->bndind;
  bndptr = graph->bndptr;
  where = graph->where;
  pwgts = graph->pwgts;
  rinfo = graph->nrinfo;

  if (idxtype_abs(pwgts[0]-pwgts[1]) < (int)((ubfactor-1.0)*(pwgts[0]+pwgts[1])))
    return;
  if (idxtype_abs(pwgts[0]-pwgts[1]) < 3*idxsum(nvtxs, vwgt, 1)/nvtxs)
    return;

  to = (pwgts[0] < pwgts[1] ? 0 : 1); 
  other = (to+1)%2;

  PQueueInit(ctrl, &parts, nvtxs, ComputeMaxNodeGain(nvtxs, xadj, adjncy, vwgt));

  perm = idxwspacemalloc(ctrl, nvtxs);
  moved = idxset(nvtxs, -1, idxwspacemalloc(ctrl, nvtxs));

  IFSET(ctrl->dbglvl, DBG_REFINE,
    mprintf("Partitions: [%6D %6D] Nv-Nb[%6D %6D]. ISep: %6D [B]\n", pwgts[0], pwgts[1], graph->nvtxs, graph->nbnd, graph->mincut));

  nbnd = graph->nbnd;
  RandomPermute(nbnd, perm, 1);
  for (ii=0; ii<nbnd; ii++) {
    i = bndind[perm[ii]];
    ASSERT(where[i] == 2);
    PQueueInsert(&parts, i, vwgt[i]-rinfo[i].edegrees[other]);
  }

  ASSERT(CheckNodeBnd(graph, nbnd));
  ASSERT(CheckNodePartitionParams(graph));

  /******************************************************
  * Get into the FM loop
  *******************************************************/
  for (nswaps=0; nswaps<nvtxs; nswaps++) {
    if ((higain = PQueueGetMax(&parts)) == -1)
      break;

    moved[higain] = 1;

    if (pwgts[other] - rinfo[higain].edegrees[other] < (pwgts[0]+pwgts[1])/2) 
      continue;
#ifdef XXX
    if (pwgts[other] - rinfo[higain].edegrees[other] < pwgts[to]+vwgt[higain]) 
      break;
#endif

    ASSERT(bndptr[higain] != -1);

    pwgts[2] -= (vwgt[higain]-rinfo[higain].edegrees[other]);

    BNDDelete(nbnd, bndind, bndptr, higain);
    pwgts[to] += vwgt[higain];
    where[higain] = to;

    IFSET(ctrl->dbglvl, DBG_MOVEINFO,
          mprintf("Moved %6D to %3D, Gain: %3D, \t[%5D %5D %5D]\n", higain, to, vwgt[higain]-rinfo[higain].edegrees[other], pwgts[0], pwgts[1], pwgts[2]));


    /**********************************************************
    * Update the degrees of the affected nodes
    ***********************************************************/
    for (j=xadj[higain]; j<xadj[higain+1]; j++) {
      k = adjncy[j];
      if (where[k] == 2) { /* For the in-separator vertices modify their edegree[to] */
        rinfo[k].edegrees[to] += vwgt[higain];
      }
      else if (where[k] == other) { /* This vertex is pulled into the separator */
        ASSERTP(bndptr[k] == -1, ("%d %d %d\n", k, bndptr[k], where[k]));
        BNDInsert(nbnd, bndind, bndptr, k);

        where[k] = 2;
        pwgts[other] -= vwgt[k];

        edegrees = rinfo[k].edegrees;
        edegrees[0] = edegrees[1] = 0;
        for (jj=xadj[k]; jj<xadj[k+1]; jj++) {
          kk = adjncy[jj];
          if (where[kk] != 2) 
            edegrees[where[kk]] += vwgt[kk];
//.........这里部分代码省略.........

/*************************************************************************
* This function performs k-way refinement
**************************************************************************/
void Greedy_KWayEdgeBalance(CtrlType *ctrl, GraphType *graph, int nparts, float *tpwgts, float ubfactor, int npasses)
{
    int i, ii, iii, j, jj, k, l, pass, nvtxs, nbnd, tvwgt, myndegrees, oldgain, gain, nmoves;
    int from, me, to, oldcut, vwgt;
    idxtype *xadj, *adjncy, *adjwgt;
    idxtype *where, *pwgts, *perm, *bndptr, *bndind, *minwgt, *maxwgt, *moved, *itpwgts;
    EDegreeType *myedegrees;
    RInfoType *myrinfo;
    PQueueType queue;

    nvtxs = graph->nvtxs;
    xadj = graph->xadj;
    adjncy = graph->adjncy;
    adjwgt = graph->adjwgt;

    bndind = graph->bndind;
    bndptr = graph->bndptr;

    where = graph->where;
    pwgts = graph->pwgts;

    /* Setup the weight intervals of the various subdomains */
    minwgt =  idxwspacemalloc(ctrl, nparts);
    maxwgt = idxwspacemalloc(ctrl, nparts);
    itpwgts = idxwspacemalloc(ctrl, nparts);
    tvwgt = idxsum(nparts, pwgts);
    ASSERT(tvwgt == idxsum(nvtxs, graph->vwgt));

    for (i=0; i<nparts; i++) {
        itpwgts[i] = tpwgts[i]*tvwgt;
        maxwgt[i] = tpwgts[i]*tvwgt*ubfactor;
        minwgt[i] = tpwgts[i]*tvwgt*(1.0/ubfactor);
    }

    perm = idxwspacemalloc(ctrl, nvtxs);
    moved = idxwspacemalloc(ctrl, nvtxs);

    PQueueInit(ctrl, &queue, nvtxs, graph->adjwgtsum[idxamax(nvtxs, graph->adjwgtsum)]);

    IFSET(ctrl->dbglvl, DBG_REFINE,
          printf("Partitions: [%6d %6d]-[%6d %6d], Balance: %5.3f, Nv-Nb[%6d %6d]. Cut: %6d [B]\n",
                 pwgts[idxamin(nparts, pwgts)], pwgts[idxamax(nparts, pwgts)], minwgt[0], maxwgt[0],
                 1.0*nparts*pwgts[idxamax(nparts, pwgts)]/tvwgt, graph->nvtxs, graph->nbnd,
                 graph->mincut));

    for (pass=0; pass<npasses; pass++) {
        ASSERT(ComputeCut(graph, where) == graph->mincut);

        /* Check to see if things are out of balance, given the tolerance */
        for (i=0; i<nparts; i++) {
            if (pwgts[i] > maxwgt[i])
                break;
        }
        if (i == nparts) /* Things are balanced. Return right away */
            break;

        PQueueReset(&queue);
        idxset(nvtxs, -1, moved);

        oldcut = graph->mincut;
        nbnd = graph->nbnd;

        RandomPermute(nbnd, perm, 1);
        for (ii=0; ii<nbnd; ii++) {
            i = bndind[perm[ii]];
            PQueueInsert(&queue, i, graph->rinfo[i].ed - graph->rinfo[i].id);
            moved[i] = 2;
        }

        nmoves = 0;
        for (;;) {
            if ((i = PQueueGetMax(&queue)) == -1)
                break;
            moved[i] = 1;

            myrinfo = graph->rinfo+i;
            from = where[i];
            vwgt = graph->vwgt[i];

            if (pwgts[from]-vwgt < minwgt[from])
                continue;   /* This cannot be moved! */

            myedegrees = myrinfo->edegrees;
            myndegrees = myrinfo->ndegrees;

            for (k=0; k<myndegrees; k++) {
                to = myedegrees[k].pid;
                if (pwgts[to]+vwgt <= maxwgt[to] || itpwgts[from]*(pwgts[to]+vwgt) <= itpwgts[to]*pwgts[from])
                    break;
            }
            if (k == myndegrees)
                continue;  /* break out if you did not find a candidate */

            for (j=k+1; j<myndegrees; j++) {
                to = myedegrees[j].pid;
                if (itpwgts[myedegrees[k].pid]*pwgts[to] < itpwgts[to]*pwgts[myedegrees[k].pid])
                    k = j;
//.........这里部分代码省略.........

/*************************************************************************
* This function performs a node-based FM refinement 
**************************************************************************/
void FM_2WayNodeRefineEqWgt(CtrlType *ctrl, GraphType *graph, idxtype npasses)
{
  idxtype i, ii, j, k, jj, kk, nvtxs, nbnd, nswaps, nmind;
  idxtype *xadj, *vwgt, *adjncy, *where, *pwgts, *edegrees, *bndind, *bndptr;
  idxtype *mptr, *mind, *moved, *swaps, *perm;
  PQueueType parts[2]; 
  NRInfoType *rinfo;
  idxtype higain, oldgain, mincut, initcut, mincutorder;	
  idxtype pass, to, other, limit;
  idxtype mindiff, newdiff;
  idxtype u[2], g[2];

  nvtxs = graph->nvtxs;
  xadj = graph->xadj;
  adjncy = graph->adjncy;
  vwgt = graph->vwgt;

  bndind = graph->bndind;
  bndptr = graph->bndptr;
  where = graph->where;
  pwgts = graph->pwgts;
  rinfo = graph->nrinfo;


  i = ComputeMaxNodeGain(nvtxs, xadj, adjncy, vwgt);
  PQueueInit(ctrl, &parts[0], nvtxs, i);
  PQueueInit(ctrl, &parts[1], nvtxs, i);

  moved = idxwspacemalloc(ctrl, nvtxs);
  swaps = idxwspacemalloc(ctrl, nvtxs);
  mptr  = idxwspacemalloc(ctrl, nvtxs+1);
  mind  = idxwspacemalloc(ctrl, nvtxs);
  perm  = idxwspacemalloc(ctrl, nvtxs);

  IFSET(ctrl->dbglvl, DBG_REFINE,
    mprintf("Partitions: [%6D %6D] Nv-Nb[%6D %6D]. ISep: %6D\n", pwgts[0], pwgts[1], graph->nvtxs, graph->nbnd, graph->mincut));

  for (pass=0; pass<npasses; pass++) {
    idxset(nvtxs, -1, moved);
    PQueueReset(&parts[0]);
    PQueueReset(&parts[1]);

    mincutorder = -1;
    initcut = mincut = graph->mincut;
    nbnd = graph->nbnd;

    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = bndind[perm[ii]];
      ASSERT(where[i] == 2);
      PQueueInsert(&parts[0], i, vwgt[i]-rinfo[i].edegrees[1]);
      PQueueInsert(&parts[1], i, vwgt[i]-rinfo[i].edegrees[0]);
    }

    ASSERT(CheckNodeBnd(graph, nbnd));
    ASSERT(CheckNodePartitionParams(graph));

    limit = (ctrl->oflags&OFLAG_COMPRESS ? amin(5*nbnd, 400) : amin(2*nbnd, 300));

    /******************************************************
    * Get into the FM loop
    *******************************************************/
    mptr[0] = nmind = 0;
    mindiff = idxtype_abs(pwgts[0]-pwgts[1]);
    to = (pwgts[0] < pwgts[1] ? 0 : 1);
    for (nswaps=0; nswaps<nvtxs; nswaps++) {
      to = (pwgts[0] < pwgts[1] ? 0 : 1);

      if (pwgts[0] == pwgts[1]) {
        u[0] = PQueueSeeMax(&parts[0]);  
        u[1] = PQueueSeeMax(&parts[1]);
        if (u[0] != -1 && u[1] != -1) {
          g[0] = vwgt[u[0]]-rinfo[u[0]].edegrees[1];
          g[1] = vwgt[u[1]]-rinfo[u[1]].edegrees[0];

          to = (g[0] > g[1] ? 0 : (g[0] < g[1] ? 1 : pass%2)); 
        }
      }
      other = (to+1)%2;

      if ((higain = PQueueGetMax(&parts[to])) == -1)
        break;

      if (moved[higain] == -1) /* Delete if it was in the separator originally */
        PQueueDelete(&parts[other], higain, vwgt[higain]-rinfo[higain].edegrees[to]);

      ASSERT(bndptr[higain] != -1);

      pwgts[2] -= (vwgt[higain]-rinfo[higain].edegrees[other]);

      newdiff = idxtype_abs(pwgts[to]+vwgt[higain] - (pwgts[other]-rinfo[higain].edegrees[other]));
      if (pwgts[2] < mincut || (pwgts[2] == mincut && newdiff < mindiff)) {
        mincut = pwgts[2];
        mincutorder = nswaps;
        mindiff = newdiff;
      }
      else {
//.........这里部分代码省略.........

/*************************************************************************
* This function performs an edge-based FM refinement
**************************************************************************/
void FM_2WayEdgeRefine(CtrlType *ctrl, GraphType *graph, int *tpwgts, int npasses)
{
  int i, ii, j, k, kwgt, nvtxs, nbnd, nswaps, from, to, pass, me, limit, tmp;
  idxtype *xadj, *vwgt, *adjncy, *adjwgt, *where, *id, *ed, *bndptr, *bndind, *pwgts;
  idxtype *moved, *swaps, *perm;
  PQueueType parts[2];
  int higain, oldgain, mincut, mindiff, origdiff, initcut, newcut, mincutorder, avgvwgt;

  nvtxs = graph->nvtxs;
  xadj = graph->xadj;
  vwgt = graph->vwgt;
  adjncy = graph->adjncy;
  adjwgt = graph->adjwgt;
  where = graph->where;
  id = graph->id;
  ed = graph->ed;
  pwgts = graph->pwgts;
  bndptr = graph->bndptr;
  bndind = graph->bndind;

  moved = idxwspacemalloc(ctrl, nvtxs);
  swaps = idxwspacemalloc(ctrl, nvtxs);
  perm = idxwspacemalloc(ctrl, nvtxs);

  limit = (int) amin(amax(0.01*nvtxs, 15), 100);
  avgvwgt = amin((pwgts[0]+pwgts[1])/20, 2*(pwgts[0]+pwgts[1])/nvtxs);

  tmp = graph->adjwgtsum[idxamax(nvtxs, graph->adjwgtsum)];
  PQueueInit(ctrl, &parts[0], nvtxs, tmp);
  PQueueInit(ctrl, &parts[1], nvtxs, tmp);

  IFSET(ctrl->dbglvl, DBG_REFINE, 
     printf("Partitions: [%6d %6d] T[%6d %6d], Nv-Nb[%6d %6d]. ICut: %6d\n",
             pwgts[0], pwgts[1], tpwgts[0], tpwgts[1], graph->nvtxs, graph->nbnd, graph->mincut));

  origdiff = abs(tpwgts[0]-pwgts[0]);
  idxset(nvtxs, -1, moved);
  for (pass=0; pass<npasses; pass++) { /* Do a number of passes */
    PQueueReset(&parts[0]);
    PQueueReset(&parts[1]);

    mincutorder = -1;
    newcut = mincut = initcut = graph->mincut;
    mindiff = abs(tpwgts[0]-pwgts[0]);

    ASSERT(ComputeCut(graph, where) == graph->mincut);
    ASSERT(CheckBnd(graph));

    /* Insert boundary nodes in the priority queues */
    nbnd = graph->nbnd;
    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = perm[ii];
      ASSERT(ed[bndind[i]] > 0 || id[bndind[i]] == 0);
      ASSERT(bndptr[bndind[i]] != -1);
      PQueueInsert(&parts[where[bndind[i]]], bndind[i], ed[bndind[i]]-id[bndind[i]]);
    }

    for (nswaps=0; nswaps<nvtxs; nswaps++) {
      from = (tpwgts[0]-pwgts[0] < tpwgts[1]-pwgts[1] ? 0 : 1);
      to = (from+1)%2;

      if ((higain = PQueueGetMax(&parts[from])) == -1)
        break;
      ASSERT(bndptr[higain] != -1);

      newcut -= (ed[higain]-id[higain]);
      INC_DEC(pwgts[to], pwgts[from], vwgt[higain]);

      if ((newcut < mincut && abs(tpwgts[0]-pwgts[0]) <= origdiff+avgvwgt) || 
          (newcut == mincut && abs(tpwgts[0]-pwgts[0]) < mindiff)) {
        mincut = newcut;
        mindiff = abs(tpwgts[0]-pwgts[0]);
        mincutorder = nswaps;
      }
      else if (nswaps-mincutorder > limit) { /* We hit the limit, undo last move */
        newcut += (ed[higain]-id[higain]);
        INC_DEC(pwgts[from], pwgts[to], vwgt[higain]);
        break;
      }

      where[higain] = to;
      moved[higain] = nswaps;
      swaps[nswaps] = higain;

      IFSET(ctrl->dbglvl, DBG_MOVEINFO, 
        printf("Moved %6d from %d. [%3d %3d] %5d [%4d %4d]\n", higain, from, ed[higain]-id[higain], vwgt[higain], newcut, pwgts[0], pwgts[1]));

      /**************************************************************
      * Update the id[i]/ed[i] values of the affected nodes
      ***************************************************************/
      SWAP(id[higain], ed[higain], tmp);
      if (ed[higain] == 0 && xadj[higain] < xadj[higain+1]) 
        BNDDelete(nbnd, bndind,  bndptr, higain);

      for (j=xadj[higain]; j<xadj[higain+1]; j++) {
        k = adjncy[j];
//.........这里部分代码省略.........

/*************************************************************************
* This function performs an edge-based FM refinement
**************************************************************************/
void MocGeneral2WayBalance(CtrlType *ctrl, GraphType *graph, float *tpwgts, float lbfactor)
{
  int i, ii, j, k, l, kwgt, nvtxs, ncon, nbnd, nswaps, from, to, pass, me, limit, tmp, cnum;
  idxtype *xadj, *adjncy, *adjwgt, *where, *id, *ed, *bndptr, *bndind;
  idxtype *moved, *swaps, *perm, *qnum;
  float *nvwgt, *npwgts, mindiff[MAXNCON], origbal, minbal, newbal;
  PQueueType parts[MAXNCON][2];
  int higain, oldgain, mincut, newcut, mincutorder;
  int qsizes[MAXNCON][2];

  nvtxs = graph->nvtxs;
  ncon = graph->ncon;
  xadj = graph->xadj;
  nvwgt = graph->nvwgt;
  adjncy = graph->adjncy;
  adjwgt = graph->adjwgt;
  where = graph->where;
  id = graph->id;
  ed = graph->ed;
  npwgts = graph->npwgts;
  bndptr = graph->bndptr;
  bndind = graph->bndind;

  moved = idxwspacemalloc(ctrl, nvtxs);
  swaps = idxwspacemalloc(ctrl, nvtxs);
  perm = idxwspacemalloc(ctrl, nvtxs);
  qnum = idxwspacemalloc(ctrl, nvtxs);

  limit = amin(amax(0.01*nvtxs, 15), 100);

  /* Initialize the queues */
  for (i=0; i<ncon; i++) {
    PQueueInit(ctrl, &parts[i][0], nvtxs, PLUS_GAINSPAN+1);
    PQueueInit(ctrl, &parts[i][1], nvtxs, PLUS_GAINSPAN+1);
    qsizes[i][0] = qsizes[i][1] = 0;
  }

  for (i=0; i<nvtxs; i++) {
    qnum[i] = samax(ncon, nvwgt+i*ncon);
    qsizes[qnum[i]][where[i]]++;
  }

/*
  printf("Weight Distribution:    \t");
  for (i=0; i<ncon; i++) 
    printf(" [%d %d]", qsizes[i][0], qsizes[i][1]); 
  printf("\n");
*/

  for (from=0; from<2; from++) {
    for (j=0; j<ncon; j++) {
      if (qsizes[j][from] == 0) {
        for (i=0; i<nvtxs; i++) {
          if (where[i] != from)
            continue;

          k = samax2(ncon, nvwgt+i*ncon);
          if (k == j && qsizes[qnum[i]][from] > qsizes[j][from] && nvwgt[i*ncon+qnum[i]] < 1.3*nvwgt[i*ncon+j]) {
            qsizes[qnum[i]][from]--;
            qsizes[j][from]++;
            qnum[i] = j;
          }
        }
      }
    }
  }

/*
  printf("Weight Distribution (after):\t ");
  for (i=0; i<ncon; i++) 
    printf(" [%d %d]", qsizes[i][0], qsizes[i][1]); 
  printf("\n");
*/



  for (i=0; i<ncon; i++) 
    mindiff[i] = fabs(tpwgts[0]-npwgts[i]);
  minbal = origbal = Compute2WayHLoadImbalance(ncon, npwgts, tpwgts);
  newcut = mincut = graph->mincut;
  mincutorder = -1;

  if (ctrl->dbglvl&DBG_REFINE) {
    printf("Parts: [");
    for (l=0; l<ncon; l++)
      printf("(%.3f, %.3f) ", npwgts[l], npwgts[ncon+l]);
    printf("] T[%.3f %.3f], Nv-Nb[%5d, %5d]. ICut: %6d, LB: %.3f [B]\n", tpwgts[0], tpwgts[1], graph->nvtxs, graph->nbnd, graph->mincut, origbal);
  }

  idxset(nvtxs, -1, moved);

  ASSERT(ComputeCut(graph, where) == graph->mincut);
  ASSERT(CheckBnd(graph));

  /* Insert all nodes in the priority queues */
  nbnd = graph->nbnd;
  RandomPermute(nvtxs, perm, 1);
//.........这里部分代码省略.........

/*************************************************************************
* This function performs an edge-based FM refinement
**************************************************************************/
void MocFM_2WayEdgeRefine(CtrlType *ctrl, GraphType *graph, float *tpwgts, int npasses)
{
  int i, ii, j, k, l, kwgt, nvtxs, ncon, nbnd, nswaps, from, to, pass, me, limit, tmp, cnum;
  idxtype *xadj, *adjncy, *adjwgt, *where, *id, *ed, *bndptr, *bndind;
  idxtype *moved, *swaps, *perm, *qnum;
  float *nvwgt, *npwgts, mindiff[MAXNCON], origbal, minbal, newbal;
  PQueueType parts[MAXNCON][2];
  int higain, oldgain, mincut, initcut, newcut, mincutorder;
  float rtpwgts[2];

  nvtxs = graph->nvtxs;
  ncon = graph->ncon;
  xadj = graph->xadj;
  nvwgt = graph->nvwgt;
  adjncy = graph->adjncy;
  adjwgt = graph->adjwgt;
  where = graph->where;
  id = graph->id;
  ed = graph->ed;
  npwgts = graph->npwgts;
  bndptr = graph->bndptr;
  bndind = graph->bndind;

  moved = idxwspacemalloc(ctrl, nvtxs);
  swaps = idxwspacemalloc(ctrl, nvtxs);
  perm = idxwspacemalloc(ctrl, nvtxs);
  qnum = idxwspacemalloc(ctrl, nvtxs);

  limit = amin(amax(0.01*nvtxs, 25), 150);

  /* Initialize the queues */
  for (i=0; i<ncon; i++) {
    PQueueInit(ctrl, &parts[i][0], nvtxs, PLUS_GAINSPAN+1);
    PQueueInit(ctrl, &parts[i][1], nvtxs, PLUS_GAINSPAN+1);
  }
  for (i=0; i<nvtxs; i++)
    qnum[i] = samax(ncon, nvwgt+i*ncon);

  origbal = Compute2WayHLoadImbalance(ncon, npwgts, tpwgts);

  rtpwgts[0] = origbal*tpwgts[0];
  rtpwgts[1] = origbal*tpwgts[1];

/*
  if (ctrl->dbglvl&DBG_REFINE) {
    printf("Parts: [");
    for (l=0; l<ncon; l++)
      printf("(%.3f, %.3f) ", npwgts[l], npwgts[ncon+l]);
    printf("] T[%.3f %.3f], Nv-Nb[%5d, %5d]. ICut: %6d, LB: %.3f\n", tpwgts[0], tpwgts[1], graph->nvtxs, graph->nbnd, graph->mincut, origbal);
  }
*/

  idxset(nvtxs, -1, moved);
  for (pass=0; pass<npasses; pass++) { /* Do a number of passes */
    for (i=0; i<ncon; i++) { 
      PQueueReset(&parts[i][0]);
      PQueueReset(&parts[i][1]);
    }

    mincutorder = -1;
    newcut = mincut = initcut = graph->mincut;
    for (i=0; i<ncon; i++)
      mindiff[i] = fabs(tpwgts[0]-npwgts[i]);
    minbal = Compute2WayHLoadImbalance(ncon, npwgts, tpwgts);

    ASSERT(ComputeCut(graph, where) == graph->mincut);
    ASSERT(CheckBnd(graph));

    /* Insert boundary nodes in the priority queues */
    nbnd = graph->nbnd;
    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = bndind[perm[ii]];
      ASSERT(ed[i] > 0 || id[i] == 0);
      ASSERT(bndptr[i] != -1);
      PQueueInsert(&parts[qnum[i]][where[i]], i, ed[i]-id[i]);
    }

    for (nswaps=0; nswaps<nvtxs; nswaps++) {
      SelectQueue(ncon, npwgts, rtpwgts, &from, &cnum, parts);
      to = (from+1)%2;

      if (from == -1 || (higain = PQueueGetMax(&parts[cnum][from])) == -1)
        break;
      ASSERT(bndptr[higain] != -1);

      saxpy(ncon, 1.0, nvwgt+higain*ncon, 1, npwgts+to*ncon, 1);
      saxpy(ncon, -1.0, nvwgt+higain*ncon, 1, npwgts+from*ncon, 1);

      newcut -= (ed[higain]-id[higain]);
      newbal = Compute2WayHLoadImbalance(ncon, npwgts, tpwgts);

      if ((newcut < mincut && newbal-origbal <= .00001) || 
          (newcut == mincut && (newbal < minbal || 
                                (newbal == minbal && BetterBalance(ncon, npwgts, tpwgts, mindiff))))) {
        mincut = newcut;
        minbal = newbal;
//.........这里部分代码省略.........

void FM_2WayNodeRefine_TwoSidedP(CtrlType *ctrl, GraphType *graph, 
          idxtype *hmarker, float ubfactor, int npasses)
{
  int i, ii, j, k, jj, kk, nvtxs, nbnd, nswaps, nmind;
  idxtype *xadj, *vwgt, *adjncy, *where, *pwgts, *edegrees, *bndind, *bndptr;
  idxtype *mptr, *mind, *moved, *swaps, *perm;
  PQueueType parts[2]; 
  NRInfoType *rinfo;
  int higain, oldgain, mincut, initcut, mincutorder;	
  int pass, to, other, limit;
  int badmaxpwgt, mindiff, newdiff;
  int u[2], g[2];

  nvtxs  = graph->nvtxs;
  xadj   = graph->xadj;
  adjncy = graph->adjncy;
  vwgt   = graph->vwgt;

  bndind = graph->bndind;
  bndptr = graph->bndptr;
  where  = graph->where;
  pwgts  = graph->pwgts;
  rinfo  = graph->nrinfo;


  i = ComputeMaxNodeGain(nvtxs, xadj, adjncy, vwgt);
  PQueueInit(ctrl, &parts[0], nvtxs, i);
  PQueueInit(ctrl, &parts[1], nvtxs, i);

  moved    = idxwspacemalloc(ctrl, nvtxs);
  swaps    = idxwspacemalloc(ctrl, nvtxs);
  mptr     = idxwspacemalloc(ctrl, nvtxs+1);
  mind     = idxwspacemalloc(ctrl, nvtxs);
  perm     = idxwspacemalloc(ctrl, nvtxs);

  IFSET(ctrl->dbglvl, DBG_REFINE,
    printf("Partitions: [%6d %6d] Nv-Nb[%6d %6d]. ISep: %6d\n", pwgts[0], pwgts[1], graph->nvtxs, graph->nbnd, graph->mincut));

  badmaxpwgt = (int)(ubfactor*amax(pwgts[0], pwgts[1]));

  for (pass=0; pass<npasses; pass++) {
    idxset(nvtxs, -1, moved);
    PQueueReset(&parts[0]);
    PQueueReset(&parts[1]);

    mincutorder = -1;
    initcut = mincut = graph->mincut;
    nbnd = graph->nbnd;

    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = bndind[perm[ii]];
      ASSERT(where[i] == 2);
      if (hmarker[i] == -1) {
        PQueueInsert(&parts[0], i, vwgt[i]-rinfo[i].edegrees[1]);
        PQueueInsert(&parts[1], i, vwgt[i]-rinfo[i].edegrees[0]);
        moved[i] = -5;
      }
      else if (hmarker[i] != 2) {
        PQueueInsert(&parts[hmarker[i]], i, vwgt[i]-rinfo[i].edegrees[(hmarker[i]+1)%2]);
        moved[i] = -(10+hmarker[i]);
      }
    }

    ASSERT(CheckNodeBnd(graph, nbnd));
    ASSERT(CheckNodePartitionParams(graph));

    limit = nbnd;

    /******************************************************
    * Get into the FM loop
    *******************************************************/
    mptr[0] = nmind = 0;
    mindiff = abs(pwgts[0]-pwgts[1]);
    to = (pwgts[0] < pwgts[1] ? 0 : 1);
    for (nswaps=0; nswaps<nvtxs; nswaps++) {
      u[0] = PQueueSeeMax(&parts[0]);  
      u[1] = PQueueSeeMax(&parts[1]);
      if (u[0] != -1 && u[1] != -1) {
        g[0] = vwgt[u[0]]-rinfo[u[0]].edegrees[1];
        g[1] = vwgt[u[1]]-rinfo[u[1]].edegrees[0];

        to = (g[0] > g[1] ? 0 : (g[0] < g[1] ? 1 : pass%2)); 

        if (pwgts[to]+vwgt[u[to]] > badmaxpwgt) 
          to = (to+1)%2;
      }
      else if (u[0] == -1 && u[1] == -1) {
        break;
      }
      else if (u[0] != -1 && pwgts[0]+vwgt[u[0]] <= badmaxpwgt) {
        to = 0;
      }
      else if (u[1] != -1 && pwgts[1]+vwgt[u[1]] <= badmaxpwgt) {
        to = 1;
      }
      else
        break;

      other = (to+1)%2;
//.........这里部分代码省略.........

void FM_2WayNodeRefine_OneSidedP(CtrlType *ctrl, GraphType *graph, 
          idxtype *hmarker, float ubfactor, int npasses)
{
  int i, ii, j, k, jj, kk, nvtxs, nbnd, nswaps, nmind, nbad, qsize;
  idxtype *xadj, *vwgt, *adjncy, *where, *pwgts, *edegrees, *bndind, *bndptr;
  idxtype *mptr, *mind, *swaps, *perm, *inqueue;
  PQueueType parts; 
  NRInfoType *rinfo;
  int higain, oldgain, mincut, initcut, mincutorder;	
  int pass, from, to, limit;
  int badmaxpwgt, mindiff, newdiff;

  ASSERT(graph->mincut == graph->pwgts[2]);

  nvtxs  = graph->nvtxs;
  xadj   = graph->xadj;
  adjncy = graph->adjncy;
  vwgt   = graph->vwgt;

  bndind = graph->bndind;
  bndptr = graph->bndptr;
  where  = graph->where;
  pwgts  = graph->pwgts;
  rinfo  = graph->nrinfo;

  PQueueInit(ctrl, &parts, nvtxs, ComputeMaxNodeGain(nvtxs, xadj, adjncy, vwgt));
      
  perm    = idxwspacemalloc(ctrl, nvtxs);
  swaps   = idxwspacemalloc(ctrl, nvtxs);
  mptr    = idxwspacemalloc(ctrl, nvtxs+1);
  mind    = idxwspacemalloc(ctrl, nvtxs);
  inqueue = idxwspacemalloc(ctrl, nvtxs);

  idxset(nvtxs, -1, inqueue);

  badmaxpwgt = (int)(ubfactor*amax(pwgts[0], pwgts[1]));

  IFSET(ctrl->dbglvl, DBG_REFINE,
    printf("Partitions-N1: [%6d %6d] Nv-Nb[%6d %6d] MaxPwgt[%6d]. ISep: %6d\n", 
        pwgts[0], pwgts[1], graph->nvtxs, graph->nbnd, badmaxpwgt, graph->mincut));

  to = (pwgts[0] < pwgts[1] ? 1 : 0);
  for (pass=0; pass<npasses; pass++) {
    from = to; 
    to   = (from+1)%2;

    PQueueReset(&parts);

    mincutorder = -1;
    initcut = mincut = graph->mincut;
    nbnd = graph->nbnd;

    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = bndind[perm[ii]];
      ASSERT(where[i] == 2);
      if (hmarker[i] == -1 || hmarker[i] == to) {
        PQueueInsert(&parts, i, vwgt[i]-rinfo[i].edegrees[from]);
        inqueue[i] = pass;
      }
    }
    qsize = parts.nnodes;

    ASSERT(CheckNodeBnd(graph, nbnd));
    ASSERT(CheckNodePartitionParams(graph));

    limit = nbnd;

    /******************************************************
    * Get into the FM loop
    *******************************************************/
    mptr[0] = nmind = nbad = 0;
    mindiff = abs(pwgts[0]-pwgts[1]);
    for (nswaps=0; nswaps<nvtxs; nswaps++) {
      if ((higain = PQueueGetMax(&parts)) == -1) 
        break;

      inqueue[higain] = -1;

      ASSERT(bndptr[higain] != -1);

      if (pwgts[to]+vwgt[higain] > badmaxpwgt) { /* Skip this vertex */
        if (nbad++ > limit) 
          break; 
        else {
          nswaps--;
          continue;  
        }
      }

      pwgts[2] -= (vwgt[higain]-rinfo[higain].edegrees[from]);

      newdiff = abs(pwgts[to]+vwgt[higain] - (pwgts[from]-rinfo[higain].edegrees[from]));
      if (pwgts[2] < mincut || (pwgts[2] == mincut && newdiff < mindiff)) {
        mincut      = pwgts[2];
        mincutorder = nswaps;
        mindiff     = newdiff;
        nbad        = 0;
      }
      else {
//.........这里部分代码省略.........

/*************************************************************************
* This function balances two partitions by moving boundary nodes
* from the domain that is overweight to the one that is underweight.
**************************************************************************/
void Bnd2WayBalance(CtrlType *ctrl, GraphType *graph, int *tpwgts)
{
  int i, ii, j, k, kwgt, nvtxs, nbnd, nswaps, from, to, pass, me, tmp;
  idxtype *xadj, *vwgt, *adjncy, *adjwgt, *where, *id, *ed, *bndptr, *bndind, *pwgts;
  idxtype *moved, *perm;
  PQueueType parts;
  int higain, oldgain, mincut, mindiff;

  nvtxs = graph->nvtxs;
  xadj = graph->xadj;
  vwgt = graph->vwgt;
  adjncy = graph->adjncy;
  adjwgt = graph->adjwgt;
  where = graph->where;
  id = graph->id;
  ed = graph->ed;
  pwgts = graph->pwgts;
  bndptr = graph->bndptr;
  bndind = graph->bndind;

  moved = idxwspacemalloc(ctrl, nvtxs);
  perm = idxwspacemalloc(ctrl, nvtxs);

  /* Determine from which domain you will be moving data */
  mindiff = abs(tpwgts[0]-pwgts[0]);
  from = (pwgts[0] < tpwgts[0] ? 1 : 0);
  to = (from+1)%2;

  IFSET(ctrl->dbglvl, DBG_REFINE, 
     printf("Partitions: [%6d %6d] T[%6d %6d], Nv-Nb[%6d %6d]. ICut: %6d [B]\n",
             pwgts[0], pwgts[1], tpwgts[0], tpwgts[1], graph->nvtxs, graph->nbnd, graph->mincut));

  tmp = graph->adjwgtsum[idxamax(nvtxs, graph->adjwgtsum)];
  PQueueInit(ctrl, &parts, nvtxs, tmp);

  idxset(nvtxs, -1, moved);

  ASSERT(ComputeCut(graph, where) == graph->mincut);
  ASSERT(CheckBnd(graph));

  /* Insert the boundary nodes of the proper partition whose size is OK in the priority queue */
  nbnd = graph->nbnd;
  RandomPermute(nbnd, perm, 1);
  for (ii=0; ii<nbnd; ii++) {
    i = perm[ii];
    ASSERT(ed[bndind[i]] > 0 || id[bndind[i]] == 0);
    ASSERT(bndptr[bndind[i]] != -1);
    if (where[bndind[i]] == from && vwgt[bndind[i]] <= mindiff)
      PQueueInsert(&parts, bndind[i], ed[bndind[i]]-id[bndind[i]]);
  }

  mincut = graph->mincut;
  for (nswaps=0; nswaps<nvtxs; nswaps++) {
    if ((higain = PQueueGetMax(&parts)) == -1)
      break;
    ASSERT(bndptr[higain] != -1);

    if (pwgts[to]+vwgt[higain] > tpwgts[to])
      break;

    mincut -= (ed[higain]-id[higain]);
    INC_DEC(pwgts[to], pwgts[from], vwgt[higain]);

    where[higain] = to;
    moved[higain] = nswaps;

    IFSET(ctrl->dbglvl, DBG_MOVEINFO, 
      printf("Moved %6d from %d. [%3d %3d] %5d [%4d %4d]\n", higain, from, ed[higain]-id[higain], vwgt[higain], mincut, pwgts[0], pwgts[1]));

    /**************************************************************
    * Update the id[i]/ed[i] values of the affected nodes
    ***************************************************************/
    SWAP(id[higain], ed[higain], tmp);
    if (ed[higain] == 0 && xadj[higain] < xadj[higain+1]) 
      BNDDelete(nbnd, bndind,  bndptr, higain);

    for (j=xadj[higain]; j<xadj[higain+1]; j++) {
      k = adjncy[j];
      oldgain = ed[k]-id[k];

      kwgt = (to == where[k] ? adjwgt[j] : -adjwgt[j]);
      INC_DEC(id[k], ed[k], kwgt);

      /* Update its boundary information and queue position */
      if (bndptr[k] != -1) { /* If k was a boundary vertex */
        if (ed[k] == 0) { /* Not a boundary vertex any more */
          BNDDelete(nbnd, bndind, bndptr, k);
          if (moved[k] == -1 && where[k] == from && vwgt[k] <= mindiff)  /* Remove it if in the queues */
            PQueueDelete(&parts, k, oldgain);
        }
        else { /* If it has not been moved, update its position in the queue */
          if (moved[k] == -1 && where[k] == from && vwgt[k] <= mindiff)
            PQueueUpdate(&parts, k, oldgain, ed[k]-id[k]);
        }
      }
      else {
//.........这里部分代码省略.........

/*************************************************************************
* This function performs k-way refinement
**************************************************************************/
void MCGreedy_KWayEdgeBalanceHorizontal(CtrlType *ctrl, GraphType *graph, int nparts, 
       float *ubvec, int npasses)
{
  int i, ii, j, k, pass, nvtxs, ncon, nbnd, myndegrees, oldgain, gain, nmoves; 
  int from, me, to, oldcut;
  idxtype *xadj, *adjncy, *adjwgt;
  idxtype *where, *perm, *bndptr, *bndind, *moved;
  EDegreeType *myedegrees;
  RInfoType *myrinfo;
  PQueueType queue;
  float *npwgts, *nvwgt, *minwgt, *maxwgt, tvec[MAXNCON];

  nvtxs = graph->nvtxs;
  ncon = graph->ncon;
  xadj = graph->xadj;
  adjncy = graph->adjncy;
  adjwgt = graph->adjwgt;

  bndind = graph->bndind;
  bndptr = graph->bndptr;

  where = graph->where;
  npwgts = graph->npwgts;
  
  /* Setup the weight intervals of the various subdomains */
  minwgt =  fwspacemalloc(ctrl, ncon*nparts);
  maxwgt = fwspacemalloc(ctrl, ncon*nparts);

  for (i=0; i<nparts; i++) {
    for (j=0; j<ncon; j++) {
      maxwgt[i*ncon+j] = ubvec[j]/nparts;
      minwgt[i*ncon+j] = 1.0/(ubvec[j]*nparts);
    }
  }

  perm = idxwspacemalloc(ctrl, nvtxs);
  moved = idxwspacemalloc(ctrl, nvtxs);

  PQueueInit(ctrl, &queue, nvtxs, graph->adjwgtsum[idxamax(nvtxs, graph->adjwgtsum)]);

  if (ctrl->dbglvl&DBG_REFINE) {
    printf("Partitions: [%5.4f %5.4f], Nv-Nb[%6d %6d]. Cut: %6d, LB: ",
            npwgts[samin(ncon*nparts, npwgts)], npwgts[samax(ncon*nparts, npwgts)], 
            graph->nvtxs, graph->nbnd, graph->mincut);
    ComputeHKWayLoadImbalance(ncon, nparts, npwgts, tvec);
    for (i=0; i<ncon; i++)
      printf("%.3f ", tvec[i]);
    printf("[B]\n");
  }


  for (pass=0; pass<npasses; pass++) {
    ASSERT(ComputeCut(graph, where) == graph->mincut);

    /* Check to see if things are out of balance, given the tolerance */
    if (MocIsHBalanced(ncon, nparts, npwgts, ubvec))
      break;

    PQueueReset(&queue);
    idxset(nvtxs, -1, moved);

    oldcut = graph->mincut;
    nbnd = graph->nbnd;

    RandomPermute(nbnd, perm, 1);
    for (ii=0; ii<nbnd; ii++) {
      i = bndind[perm[ii]];
      PQueueInsert(&queue, i, graph->rinfo[i].ed - graph->rinfo[i].id);
      moved[i] = 2;
    }

    nmoves = 0;
    for (;;) {
      if ((i = PQueueGetMax(&queue)) == -1) 
        break;
      moved[i] = 1;

      myrinfo = graph->rinfo+i;
      from = where[i];
      nvwgt = graph->nvwgt+i*ncon;

      if (AreAllHVwgtsBelow(ncon, 1.0, npwgts+from*ncon, -1.0, nvwgt, minwgt+from*ncon))
        continue;   /* This cannot be moved! */

      myedegrees = myrinfo->edegrees;
      myndegrees = myrinfo->ndegrees;

      for (k=0; k<myndegrees; k++) {
        to = myedegrees[k].pid;
        if (IsHBalanceBetterFT(ncon, nparts, npwgts+from*ncon, npwgts+to*ncon, nvwgt, ubvec))
          break;
      }
      if (k == myndegrees) 
        continue;  /* break out if you did not find a candidate */

      for (j=k+1; j<myndegrees; j++) {
        to = myedegrees[j].pid;
//.........这里部分代码省略.........