SCIP

    Solving Constraint Integer Programs

    heur_veclendiving.c
    Go to the documentation of this file.
    1/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */
    2/* */
    3/* This file is part of the program and library */
    4/* SCIP --- Solving Constraint Integer Programs */
    5/* */
    6/* Copyright (c) 2002-2026 Zuse Institute Berlin (ZIB) */
    7/* */
    8/* Licensed under the Apache License, Version 2.0 (the "License"); */
    9/* you may not use this file except in compliance with the License. */
    10/* You may obtain a copy of the License at */
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    14/* Unless required by applicable law or agreed to in writing, software */
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    19/* */
    20/* You should have received a copy of the Apache-2.0 license */
    21/* along with SCIP; see the file LICENSE. If not visit scipopt.org. */
    22/* */
    23/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */
    24
    25/**@file heur_veclendiving.c
    26 * @ingroup DEFPLUGINS_HEUR
    27 * @brief LP diving heuristic that rounds variables with long column vectors
    28 * @author Tobias Achterberg
    29 */
    30
    31/*---+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0----+----1----+----2*/
    32
    33#include "scip/heuristics.h"
    35#include "scip/pub_heur.h"
    36#include "scip/pub_lp.h"
    37#include "scip/pub_message.h"
    38#include "scip/pub_var.h"
    39#include "scip/scip_heur.h"
    40#include "scip/scip_mem.h"
    41#include "scip/scip_numerics.h"
    42#include "scip/scip_prob.h"
    43#include "scip/scip_sol.h"
    44
    45
    46#define HEUR_NAME "veclendiving"
    47#define HEUR_DESC "LP diving heuristic that rounds variables with long column vectors"
    48#define HEUR_DISPCHAR SCIP_HEURDISPCHAR_DIVING
    49#define HEUR_PRIORITY -1003100
    50#define HEUR_FREQ 10
    51#define HEUR_FREQOFS 4
    52#define HEUR_MAXDEPTH -1
    53#define HEUR_TIMING SCIP_HEURTIMING_AFTERLPPLUNGE
    54#define HEUR_USESSUBSCIP FALSE /**< does the heuristic use a secondary SCIP instance? */
    55#define DIVESET_DIVETYPES SCIP_DIVETYPE_INTEGRALITY /**< bit mask that represents all supported dive types */
    56#define DIVESET_ISPUBLIC TRUE /**< is this dive set publicly available (ie., can be used by other primal heuristics?) */
    57
    58
    59/*
    60 * Default parameter settings
    61 */
    62
    63#define DEFAULT_MINRELDEPTH 0.0 /**< minimal relative depth to start diving */
    64#define DEFAULT_MAXRELDEPTH 1.0 /**< maximal relative depth to start diving */
    65#define DEFAULT_MAXLPITERQUOT 0.05 /**< maximal fraction of diving LP iterations compared to node LP iterations */
    66#define DEFAULT_MAXLPITEROFS 1000 /**< additional number of allowed LP iterations */
    67#define DEFAULT_MAXDIVEUBQUOT 0.8 /**< maximal quotient (curlowerbound - lowerbound)/(cutoffbound - lowerbound)
    68 * where diving is performed (0.0: no limit) */
    69#define DEFAULT_MAXDIVEAVGQUOT 0.0 /**< maximal quotient (curlowerbound - lowerbound)/(avglowerbound - lowerbound)
    70 * where diving is performed (0.0: no limit) */
    71#define DEFAULT_MAXDIVEUBQUOTNOSOL 0.1 /**< maximal UBQUOT when no solution was found yet (0.0: no limit) */
    72#define DEFAULT_MAXDIVEAVGQUOTNOSOL 0.0 /**< maximal AVGQUOT when no solution was found yet (0.0: no limit) */
    73#define DEFAULT_BACKTRACK TRUE /**< use one level of backtracking if infeasibility is encountered? */
    74#define DEFAULT_LPRESOLVEDOMCHGQUOT 0.15 /**< percentage of immediate domain changes during probing to trigger LP resolve */
    75#define DEFAULT_LPSOLVEFREQ 0 /**< LP solve frequency for diving heuristics */
    76#define DEFAULT_ONLYLPBRANCHCANDS FALSE /**< should only LP branching candidates be considered instead of the slower but
    77 * more general constraint handler diving variable selection? */
    78#define DEFAULT_RANDSEED 113 /**< initial seed for random number generation */
    79
    80/* locally defined heuristic data */
    81struct SCIP_HeurData
    82{
    83 SCIP_SOL* sol; /**< working solution */
    84};
    85
    86
    87/*
    88 * local methods
    89 */
    90
    91/*
    92 * Callback methods
    93 */
    94
    95/** copy method for primal heuristic plugins (called when SCIP copies plugins) */
    96static
    97SCIP_DECL_HEURCOPY(heurCopyVeclendiving)
    98{ /*lint --e{715}*/
    99 assert(scip != NULL);
    100 assert(heur != NULL);
    101
    103
    104 /* call inclusion method of primal heuristic */
    106
    107 return SCIP_OKAY;
    108}
    109
    110/** destructor of primal heuristic to free user data (called when SCIP is exiting) */
    111static
    112SCIP_DECL_HEURFREE(heurFreeVeclendiving) /*lint --e{715}*/
    113{ /*lint --e{715}*/
    114 SCIP_HEURDATA* heurdata;
    115
    116 assert(heur != NULL);
    117 assert(scip != NULL);
    118
    120
    121 /* free heuristic data */
    122 heurdata = SCIPheurGetData(heur);
    123 assert(heurdata != NULL);
    124
    125 SCIPfreeBlockMemory(scip, &heurdata);
    126 SCIPheurSetData(heur, NULL);
    127
    128 return SCIP_OKAY;
    129}
    130
    131
    132/** initialization method of primal heuristic (called after problem was transformed) */
    133static
    134SCIP_DECL_HEURINIT(heurInitVeclendiving) /*lint --e{715}*/
    135{ /*lint --e{715}*/
    136 SCIP_HEURDATA* heurdata;
    137
    138 assert(heur != NULL);
    139
    141
    142 /* get heuristic data */
    143 heurdata = SCIPheurGetData(heur);
    144 assert(heurdata != NULL);
    145
    146 /* create working solution */
    147 SCIP_CALL( SCIPcreateSol(scip, &heurdata->sol, heur) );
    148
    149 return SCIP_OKAY;
    150}
    151
    152
    153/** deinitialization method of primal heuristic (called before transformed problem is freed) */
    154static
    155SCIP_DECL_HEUREXIT(heurExitVeclendiving) /*lint --e{715}*/
    156{ /*lint --e{715}*/
    157 SCIP_HEURDATA* heurdata;
    158
    159 assert(heur != NULL);
    160
    162
    163 /* get heuristic data */
    164 heurdata = SCIPheurGetData(heur);
    165 assert(heurdata != NULL);
    166
    167 /* free working solution */
    168 SCIP_CALL( SCIPfreeSol(scip, &heurdata->sol) );
    169
    170 return SCIP_OKAY;
    171}
    172
    173
    174/** execution method of primal heuristic */
    175static
    176SCIP_DECL_HEUREXEC(heurExecVeclendiving) /*lint --e{715}*/
    177{ /*lint --e{715}*/
    178 SCIP_HEURDATA* heurdata;
    179 SCIP_DIVESET* diveset;
    180
    181 heurdata = SCIPheurGetData(heur);
    182 assert(SCIPheurGetNDivesets(heur) > 0);
    183 assert(SCIPheurGetDivesets(heur) != NULL);
    184 diveset = SCIPheurGetDivesets(heur)[0];
    185 assert(diveset != NULL);
    186
    187 *result = SCIP_DIDNOTRUN;
    188
    189 /* terminate if there are no integer variables (note that, e.g., SOS1 variables may be present) */
    191 return SCIP_OKAY;
    192
    193 SCIP_CALL( SCIPperformGenericDivingAlgorithm(scip, diveset, heurdata->sol, heur, result, nodeinfeasible, -1L, -1, -1.0, SCIP_DIVECONTEXT_SINGLE) );
    194
    195 return SCIP_OKAY;
    196}
    197
    198/** calculate score and preferred rounding direction for the candidate variable */
    199static
    200SCIP_DECL_DIVESETGETSCORE(divesetGetScoreVeclendiving)
    201{
    202 SCIP_Real obj;
    203 SCIP_Real objdelta;
    204 SCIP_Real colveclen;
    205
    206 obj = SCIPvarGetObj(cand);
    207 *roundup = (obj >= 0.0);
    208 objdelta = ((*roundup) ? (1.0 - candsfrac) * obj : -candsfrac * obj);
    209 assert(objdelta >= 0.0);
    210
    211 colveclen = (SCIPvarGetStatus(cand) == SCIP_VARSTATUS_COLUMN ? SCIPcolGetNNonz(SCIPvarGetCol(cand)) : 0.0);
    212
    213 /* larger score is better */
    214 *score = (colveclen + 1.0) / (objdelta + SCIPsumepsilon(scip));
    215
    216 /* prefer decisions on binary variables */
    218 *score *= 0.001;
    219
    220 return SCIP_OKAY;
    221}
    222
    223#define divesetAvailableVeclendiving NULL
    224
    225/*
    226 * heuristic specific interface methods
    227 */
    228
    229/** creates the veclendiving heuristic and includes it in SCIP */
    231 SCIP* scip /**< SCIP data structure */
    232 )
    233{
    234 SCIP_HEURDATA* heurdata;
    235 SCIP_HEUR* heur;
    236
    237 /* create Veclendiving primal heuristic data */
    238 SCIP_CALL( SCIPallocBlockMemory(scip, &heurdata) );
    239
    240 /* include primal heuristic */
    243 HEUR_MAXDEPTH, HEUR_TIMING, HEUR_USESSUBSCIP, heurExecVeclendiving, heurdata) );
    244
    245 assert(heur != NULL);
    246
    247 /* primal heuristic is safe to use in exact solving mode */
    248 SCIPheurMarkExact(heur);
    249
    250 /* set non-NULL pointers to callback methods */
    251 SCIP_CALL( SCIPsetHeurCopy(scip, heur, heurCopyVeclendiving) );
    252 SCIP_CALL( SCIPsetHeurFree(scip, heur, heurFreeVeclendiving) );
    253 SCIP_CALL( SCIPsetHeurInit(scip, heur, heurInitVeclendiving) );
    254 SCIP_CALL( SCIPsetHeurExit(scip, heur, heurExitVeclendiving) );
    255
    256 /* veclendiving heuristic parameters */
    257 /* create a diveset (this will automatically install some additional parameters for the heuristic) */
    261 DIVESET_ISPUBLIC, DIVESET_DIVETYPES, divesetGetScoreVeclendiving, divesetAvailableVeclendiving) );
    262
    263 return SCIP_OKAY;
    264}
    265
    #define NULL
    Definition: def.h:257
    #define SCIP_STRINGEQ(name, reference, retcode)
    Definition: def.h:454
    #define SCIP_Real
    Definition: def.h:165
    #define SCIP_CALL(x)
    Definition: def.h:364
    int SCIPgetNContVars(SCIP *scip)
    Definition: scip_prob.c:2569
    int SCIPgetNVars(SCIP *scip)
    Definition: scip_prob.c:2246
    int SCIPgetNContImplVars(SCIP *scip)
    Definition: scip_prob.c:2522
    SCIP_RETCODE SCIPincludeHeurVeclendiving(SCIP *scip)
    int SCIPcolGetNNonz(SCIP_COL *col)
    Definition: lp.c:17520
    SCIP_RETCODE SCIPcreateDiveset(SCIP *scip, SCIP_DIVESET **diveset, SCIP_HEUR *heur, const char *name, SCIP_Real minreldepth, SCIP_Real maxreldepth, SCIP_Real maxlpiterquot, SCIP_Real maxdiveubquot, SCIP_Real maxdiveavgquot, SCIP_Real maxdiveubquotnosol, SCIP_Real maxdiveavgquotnosol, SCIP_Real lpresolvedomchgquot, int lpsolvefreq, int maxlpiterofs, unsigned int initialseed, SCIP_Bool backtrack, SCIP_Bool onlylpbranchcands, SCIP_Bool ispublic, SCIP_Bool specificsos1score, SCIP_DECL_DIVESETGETSCORE((*divesetgetscore)), SCIP_DECL_DIVESETAVAILABLE((*divesetavailable)))
    Definition: scip_heur.c:323
    SCIP_RETCODE SCIPsetHeurCopy(SCIP *scip, SCIP_HEUR *heur, SCIP_DECL_HEURCOPY((*heurcopy)))
    Definition: scip_heur.c:167
    SCIP_HEURDATA * SCIPheurGetData(SCIP_HEUR *heur)
    Definition: heur.c:1368
    SCIP_RETCODE SCIPincludeHeurBasic(SCIP *scip, SCIP_HEUR **heur, const char *name, const char *desc, char dispchar, int priority, int freq, int freqofs, int maxdepth, SCIP_HEURTIMING timingmask, SCIP_Bool usessubscip, SCIP_DECL_HEUREXEC((*heurexec)), SCIP_HEURDATA *heurdata)
    Definition: scip_heur.c:122
    SCIP_RETCODE SCIPsetHeurFree(SCIP *scip, SCIP_HEUR *heur, SCIP_DECL_HEURFREE((*heurfree)))
    Definition: scip_heur.c:183
    SCIP_RETCODE SCIPsetHeurExit(SCIP *scip, SCIP_HEUR *heur, SCIP_DECL_HEUREXIT((*heurexit)))
    Definition: scip_heur.c:215
    int SCIPheurGetNDivesets(SCIP_HEUR *heur)
    Definition: heur.c:1675
    void SCIPheurMarkExact(SCIP_HEUR *heur)
    Definition: heur.c:1457
    SCIP_RETCODE SCIPsetHeurInit(SCIP *scip, SCIP_HEUR *heur, SCIP_DECL_HEURINIT((*heurinit)))
    Definition: scip_heur.c:199
    const char * SCIPheurGetName(SCIP_HEUR *heur)
    Definition: heur.c:1467
    SCIP_DIVESET ** SCIPheurGetDivesets(SCIP_HEUR *heur)
    Definition: heur.c:1665
    void SCIPheurSetData(SCIP_HEUR *heur, SCIP_HEURDATA *heurdata)
    Definition: heur.c:1378
    #define SCIPfreeBlockMemory(scip, ptr)
    Definition: scip_mem.h:108
    #define SCIPallocBlockMemory(scip, ptr)
    Definition: scip_mem.h:89
    SCIP_RETCODE SCIPcreateSol(SCIP *scip, SCIP_SOL **sol, SCIP_HEUR *heur)
    Definition: scip_sol.c:514
    SCIP_RETCODE SCIPfreeSol(SCIP *scip, SCIP_SOL **sol)
    Definition: scip_sol.c:1250
    SCIP_RETCODE SCIPperformGenericDivingAlgorithm(SCIP *scip, SCIP_DIVESET *diveset, SCIP_SOL *worksol, SCIP_HEUR *heur, SCIP_RESULT *result, SCIP_Bool nodeinfeasible, SCIP_Longint iterlim, int nodelimit, SCIP_Real lpresolvedomchgquot, SCIP_DIVECONTEXT divecontext)
    Definition: heuristics.c:221
    SCIP_Real SCIPsumepsilon(SCIP *scip)
    SCIP_COL * SCIPvarGetCol(SCIP_VAR *var)
    Definition: var.c:23715
    SCIP_VARSTATUS SCIPvarGetStatus(SCIP_VAR *var)
    Definition: var.c:23418
    SCIP_Bool SCIPvarIsImpliedIntegral(SCIP_VAR *var)
    Definition: var.c:23530
    SCIP_Real SCIPvarGetObj(SCIP_VAR *var)
    Definition: var.c:23932
    SCIP_VARTYPE SCIPvarGetType(SCIP_VAR *var)
    Definition: var.c:23485
    #define DEFAULT_ONLYLPBRANCHCANDS
    static SCIP_DECL_HEURFREE(heurFreeVeclendiving)
    #define DEFAULT_MAXDIVEUBQUOT
    #define DEFAULT_LPRESOLVEDOMCHGQUOT
    #define HEUR_TIMING
    static SCIP_DECL_HEURINIT(heurInitVeclendiving)
    #define DEFAULT_MAXLPITERQUOT
    #define HEUR_FREQOFS
    #define HEUR_DESC
    static SCIP_DECL_HEUREXEC(heurExecVeclendiving)
    #define DEFAULT_MAXDIVEAVGQUOT
    #define DEFAULT_LPSOLVEFREQ
    #define DEFAULT_BACKTRACK
    #define DEFAULT_MAXDIVEUBQUOTNOSOL
    #define HEUR_DISPCHAR
    #define HEUR_MAXDEPTH
    #define HEUR_PRIORITY
    #define DEFAULT_MAXRELDEPTH
    static SCIP_DECL_DIVESETGETSCORE(divesetGetScoreVeclendiving)
    #define DEFAULT_MAXLPITEROFS
    #define DEFAULT_MAXDIVEAVGQUOTNOSOL
    #define HEUR_NAME
    static SCIP_DECL_HEURCOPY(heurCopyVeclendiving)
    #define DEFAULT_RANDSEED
    #define DIVESET_DIVETYPES
    #define DIVESET_ISPUBLIC
    #define HEUR_FREQ
    #define DEFAULT_MINRELDEPTH
    #define divesetAvailableVeclendiving
    #define HEUR_USESSUBSCIP
    static SCIP_DECL_HEUREXIT(heurExitVeclendiving)
    LP diving heuristic that rounds variables with long column vectors.
    methods commonly used by primal heuristics
    public methods for primal heuristics
    public methods for LP management
    public methods for message output
    public methods for problem variables
    public methods for primal heuristic plugins and divesets
    public methods for memory management
    public methods for numerical tolerances
    public methods for global and local (sub)problems
    public methods for solutions
    SCIP_SOL * sol
    Definition: struct_heur.h:71
    struct SCIP_HeurData SCIP_HEURDATA
    Definition: type_heur.h:77
    @ SCIP_DIVECONTEXT_SINGLE
    Definition: type_heur.h:69
    @ SCIP_DIDNOTRUN
    Definition: type_result.h:42
    @ SCIP_OKAY
    Definition: type_retcode.h:42
    @ SCIP_INVALIDCALL
    Definition: type_retcode.h:51
    enum SCIP_Retcode SCIP_RETCODE
    Definition: type_retcode.h:63
    @ SCIP_VARTYPE_BINARY
    Definition: type_var.h:64
    @ SCIP_VARSTATUS_COLUMN
    Definition: type_var.h:53