nodesel_hybridestim.c

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/**@file   nodesel_hybridestim.c
 * @ingroup DEFPLUGINS_NODESEL
 * @brief  node selector for hybrid best estimate / best bound search
 * @author Tobias Achterberg
 */

/*---+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0----+----1----+----2*/

#include "scip/nodesel_hybridestim.h"
#include "scip/pub_message.h"
#include "scip/pub_nodesel.h"
#include "scip/pub_tree.h"
#include "scip/scip_mem.h"
#include "scip/scip_message.h"
#include "scip/scip_nodesel.h"
#include "scip/scip_numerics.h"
#include "scip/scip_param.h"
#include "scip/scip_solvingstats.h"
#include "scip/scip_tree.h"
#include <string.h>

#define NODESEL_NAME             "hybridestim"
#define NODESEL_DESC             "hybrid best estimate / best bound search"
#define NODESEL_STDPRIORITY       50000
#define NODESEL_MEMSAVEPRIORITY      50


/*
 * Default parameter settings
 */

#define MINPLUNGEDEPTH               -1 /**< minimal plunging depth, before new best node may be selected (-1 for dynamic setting) */
#define MAXPLUNGEDEPTH               -1 /**< maximal plunging depth, before new best node is forced to be selected (-1 for dynamic setting) */
#define MAXPLUNGEQUOT              0.25 /**< maximal quotient (curlowerbound - lowerbound)/(cutoffbound - lowerbound)
                                         *   where plunging is performed */
#define BESTNODEFREQ               1000 /**< frequency at which the best node instead of the hybrid best estimate / best bound is selected (0: never) */
#define ESTIMWEIGHT                0.10 /**< weight of estimate value in node selection score (0: pure best bound search,
                                         *   1: pure best estimate search) */


/** node selector data for hybrid best estimate / best bound search node selection */
struct SCIP_NodeselData
{
   SCIP_Real             maxplungequot;      /**< maximal quotient (curlowerbound - lowerbound)/(cutoffbound - lowerbound)
                                              *   where plunging is performed */
   SCIP_Real             estimweight;        /**< weight of estimate value in node selection score (0: pure best bound search,
                                              *   1: pure best estimate search) */
   int                   minplungedepth;     /**< minimal plunging depth, before new best node may be selected
                                              *   (-1 for dynamic setting) */
   int                   maxplungedepth;     /**< maximal plunging depth, before new best node is forced to be selected
                                              *   (-1 for dynamic setting) */
   int                   bestnodefreq;       /**< frequency at which the best node instead of the hybrid best estimate / best bound is selected
                                              *   (0: never) */
};


/*
 * Local methods
 */

/** returns a weighted sum of the node's lower bound and estimate value */
static
SCIP_Real getNodeselScore(
   SCIP_NODE*            node,               /**< branching node */
   SCIP_Real             estimweight         /**< weight of estimate in score */
   )
{
   return (1.0-estimweight) * SCIPnodeGetLowerbound(node) + estimweight * SCIPnodeGetEstimate(node);
}


/*
 * Callback methods
 */

/** copy method for node selector plugins (called when SCIP copies plugins) */
static
SCIP_DECL_NODESELCOPY(nodeselCopyHybridestim)
{  /*lint --e{715}*/
   assert(scip != NULL);
   assert(nodesel != NULL);
   assert(strcmp(SCIPnodeselGetName(nodesel), NODESEL_NAME) == 0);

   /* call inclusion method of node selector */
   SCIP_CALL( SCIPincludeNodeselHybridestim(scip) );

   return SCIP_OKAY;
}

/** destructor of node selector to free user data (called when SCIP is exiting) */
static
SCIP_DECL_NODESELFREE(nodeselFreeHybridestim)
{  /*lint --e{715}*/
   SCIP_NODESELDATA* nodeseldata;

   assert(nodesel != NULL);
   assert(strcmp(SCIPnodeselGetName(nodesel), NODESEL_NAME) == 0);
   assert(scip != NULL);

   /* free user data of node selector */
   nodeseldata = SCIPnodeselGetData(nodesel);
   assert(nodeseldata != NULL);
   SCIPfreeBlockMemory(scip, &nodeseldata);
   SCIPnodeselSetData(nodesel, nodeseldata);

   return SCIP_OKAY;
}


/** node selection method of node selector */
static
SCIP_DECL_NODESELSELECT(nodeselSelectHybridestim)
{  /*lint --e{715}*/
   SCIP_NODESELDATA* nodeseldata;
   int minplungedepth;
   int maxplungedepth;
   int plungedepth;
   int bestnodefreq;
   SCIP_Real maxplungequot;

   assert(nodesel != NULL);
   assert(strcmp(SCIPnodeselGetName(nodesel), NODESEL_NAME) == 0);
   assert(scip != NULL);
   assert(selnode != NULL);

   *selnode = NULL;

   /* get node selector user data */
   nodeseldata = SCIPnodeselGetData(nodesel);
   assert(nodeseldata != NULL);

   /* calculate minimal and maximal plunging depth */
   minplungedepth = nodeseldata->minplungedepth;
   maxplungedepth = nodeseldata->maxplungedepth;
   maxplungequot = nodeseldata->maxplungequot;
   if( minplungedepth == -1 )
   {
      minplungedepth = SCIPgetMaxDepth(scip)/10;
      if( SCIPgetNStrongbranchLPIterations(scip) > 2*SCIPgetNNodeLPIterations(scip) )
        minplungedepth += 10;
      if( maxplungedepth >= 0 )
         minplungedepth = MIN(minplungedepth, maxplungedepth);
   }
   if( maxplungedepth == -1 )
      maxplungedepth = SCIPgetMaxDepth(scip)/2;
   maxplungedepth = MAX(maxplungedepth, minplungedepth);
   bestnodefreq = (nodeseldata->bestnodefreq == 0 ? INT_MAX : nodeseldata->bestnodefreq);

   /* check, if we exceeded the maximal plunging depth */
   plungedepth = SCIPgetPlungeDepth(scip);
   if( plungedepth > maxplungedepth )
   {
      /* we don't want to plunge again: select best node from the tree */
      SCIPdebugMsg(scip, "plungedepth: [%d,%d], cur: %d -> abort plunging\n", minplungedepth, maxplungedepth, plungedepth);
      if( SCIPgetNNodes(scip) % bestnodefreq == 0 )
         *selnode = SCIPgetBestboundNode(scip);
      else
         *selnode = SCIPgetBestNode(scip);
      SCIPdebugMsg(scip, "  -> best node   : lower=%g\n",
         *selnode != NULL ? SCIPnodeGetLowerbound(*selnode) : SCIPinfinity(scip));
   }
   else
   {
      SCIP_NODE* node;
      SCIP_Real lowerbound;
      SCIP_Real cutoffbound;
      SCIP_Real maxbound;

      /* get global lower and cutoff bound */
      lowerbound = SCIPgetLowerbound(scip);
      cutoffbound = SCIPgetCutoffbound(scip);

      /* if we didn't find a solution yet, the cutoff bound is usually very bad:
       * use only 20% of the gap as cutoff bound
       */
      if( SCIPgetNSolsFound(scip) == 0 )
         cutoffbound = lowerbound + 0.2 * (cutoffbound - lowerbound);

      /* check, if plunging is forced at the current depth */
      if( plungedepth < minplungedepth )
         maxbound = SCIPinfinity(scip);
      else
      {
         /* calculate maximal plunging bound */
         maxbound = lowerbound + maxplungequot * (cutoffbound - lowerbound);
      }

      SCIPdebugMsg(scip, "plungedepth: [%d,%d], cur: %d, bounds: [%g,%g], maxbound: %g\n",
         minplungedepth, maxplungedepth, plungedepth, lowerbound, cutoffbound, maxbound);

      /* we want to plunge again: prefer children over siblings, and siblings over leaves,
       * but only select a child or sibling, if its estimate is small enough;
       * prefer using nodes with higher node selection priority assigned by the branching rule
       */
      node = SCIPgetPrioChild(scip);
      if( node != NULL && SCIPnodeGetEstimate(node) < maxbound )
      {
         *selnode = node;
         SCIPdebugMsg(scip, "  -> selected prio child: estimate=%g\n", SCIPnodeGetEstimate(*selnode));
      }
      else
      {
         node = SCIPgetBestChild(scip);
         if( node != NULL && SCIPnodeGetEstimate(node) < maxbound )
         {
            *selnode = node;
            SCIPdebugMsg(scip, "  -> selected best child: estimate=%g\n", SCIPnodeGetEstimate(*selnode));
         }
         else
         {
            node = SCIPgetPrioSibling(scip);
            if( node != NULL && SCIPnodeGetEstimate(node) < maxbound )
            {
               *selnode = node;
               SCIPdebugMsg(scip, "  -> selected prio sibling: estimate=%g\n", SCIPnodeGetEstimate(*selnode));
            }
            else
            {
               node = SCIPgetBestSibling(scip);
               if( node != NULL && SCIPnodeGetEstimate(node) < maxbound )
               {
                  *selnode = node;
                  SCIPdebugMsg(scip, "  -> selected best sibling: estimate=%g\n", SCIPnodeGetEstimate(*selnode));
               }
               else
               {
                  if( SCIPgetNNodes(scip) % bestnodefreq == 0 )
                     *selnode = SCIPgetBestboundNode(scip);
                  else
                     *selnode = SCIPgetBestNode(scip);
                  SCIPdebugMsg(scip, "  -> selected best leaf: estimate=%g\n",
                     *selnode != NULL ? SCIPnodeGetEstimate(*selnode) : SCIPinfinity(scip));
               }
            }
         }
      }
   }

   return SCIP_OKAY;
}


/** node comparison method of node selector */
static
SCIP_DECL_NODESELCOMP(nodeselCompHybridestim)
{  /*lint --e{715}*/
   SCIP_NODESELDATA* nodeseldata;
   SCIP_Real score1;
   SCIP_Real score2;

   assert(nodesel != NULL);
   assert(strcmp(SCIPnodeselGetName(nodesel), NODESEL_NAME) == 0);
   assert(scip != NULL);

   nodeseldata = SCIPnodeselGetData(nodesel);
   assert(nodeseldata != NULL);

   score1 = getNodeselScore(node1, nodeseldata->estimweight);
   score2 = getNodeselScore(node2, nodeseldata->estimweight);
   if( (SCIPisInfinity(scip,  score1) && SCIPisInfinity(scip,  score2)) ||
       (SCIPisInfinity(scip, -score1) && SCIPisInfinity(scip, -score2)) ||
       SCIPisEQ(scip, score1, score2) )
   {
      SCIP_NODETYPE nodetype1;
      SCIP_NODETYPE nodetype2;

      nodetype1 = SCIPnodeGetType(node1);
      nodetype2 = SCIPnodeGetType(node2);
      if( nodetype1 == SCIP_NODETYPE_CHILD && nodetype2 != SCIP_NODETYPE_CHILD )
         return -1;
      else if( nodetype1 != SCIP_NODETYPE_CHILD && nodetype2 == SCIP_NODETYPE_CHILD )
         return +1;
      else if( nodetype1 == SCIP_NODETYPE_SIBLING && nodetype2 != SCIP_NODETYPE_SIBLING )
         return -1;
      else if( nodetype1 != SCIP_NODETYPE_SIBLING && nodetype2 == SCIP_NODETYPE_SIBLING )
         return +1;
      else
      {
         int depth1;
         int depth2;

         depth1 = SCIPnodeGetDepth(node1);
         depth2 = SCIPnodeGetDepth(node2);
         if( depth1 < depth2 )
            return -1;
         else if( depth1 > depth2 )
            return +1;
         else
            return 0;
      }
   }

   if( SCIPisLT(scip, score1, score2) )
      return -1;

   assert(SCIPisGT(scip, score1, score2));
   return +1;
}


/*
 * hybridestim specific interface methods
 */

/** creates the node selector for hybrid best estimate / best bound search and includes it in SCIP */
SCIP_RETCODE SCIPincludeNodeselHybridestim(
   SCIP*                 scip                /**< SCIP data structure */
   )
{
   SCIP_NODESELDATA* nodeseldata;
   SCIP_NODESEL* nodesel;

   /* allocate and initialize node selector data; this has to be freed in the destructor */
   SCIP_CALL( SCIPallocBlockMemory(scip, &nodeseldata) );

   /* include node selector */
   SCIP_CALL( SCIPincludeNodeselBasic(scip, &nodesel, NODESEL_NAME, NODESEL_DESC, NODESEL_STDPRIORITY, NODESEL_MEMSAVEPRIORITY,
          nodeselSelectHybridestim, nodeselCompHybridestim, nodeseldata) );

   assert(nodesel != NULL);

   SCIP_CALL( SCIPsetNodeselCopy(scip, nodesel, nodeselCopyHybridestim) );
   SCIP_CALL( SCIPsetNodeselFree(scip, nodesel, nodeselFreeHybridestim) );

   /* add node selector parameters */
   SCIP_CALL( SCIPaddIntParam(scip,
         "nodeselection/hybridestim/minplungedepth",
         "minimal plunging depth, before new best node may be selected (-1 for dynamic setting)",
         &nodeseldata->minplungedepth, TRUE, MINPLUNGEDEPTH, -1, INT_MAX, NULL, NULL) );
   SCIP_CALL( SCIPaddIntParam(scip,
         "nodeselection/hybridestim/maxplungedepth",
         "maximal plunging depth, before new best node is forced to be selected (-1 for dynamic setting)",
         &nodeseldata->maxplungedepth, TRUE, MAXPLUNGEDEPTH, -1, INT_MAX, NULL, NULL) );
   SCIP_CALL( SCIPaddRealParam(scip,
         "nodeselection/hybridestim/maxplungequot",
         "maximal quotient (estimate - lowerbound)/(cutoffbound - lowerbound) where plunging is performed",
         &nodeseldata->maxplungequot, TRUE, MAXPLUNGEQUOT, 0.0, SCIP_REAL_MAX, NULL, NULL) );
   SCIP_CALL( SCIPaddIntParam(scip,
         "nodeselection/hybridestim/bestnodefreq",
         "frequency at which the best node instead of the hybrid best estimate / best bound is selected (0: never)",
         &nodeseldata->bestnodefreq, FALSE, BESTNODEFREQ, 0, INT_MAX, NULL, NULL) );
   SCIP_CALL( SCIPaddRealParam(scip,
         "nodeselection/hybridestim/estimweight",
         "weight of estimate value in node selection score (0: pure best bound search, 1: pure best estimate search)",
         &nodeseldata->estimweight, TRUE, ESTIMWEIGHT, 0.0, 1.0, NULL, NULL) );

   return SCIP_OKAY;
}