Detailed Description

PADM primal heuristic based on ideas published in the paper "A Decomposition Heuristic for Mixed-Integer Supply Chain Problems" by Martin Schmidt, Lars Schewe, and Dieter Weninger.

Author: Dieter Weninger; Katrin Halbig

The penalty alternating direction method (PADM) heuristic is a construction heuristic which additionally needs a user decomposition with linking variables only.

PADM splits the problem into several sub-SCIPs according to the decomposition, whereby the linking variables get copied and the difference is penalized. Then the sub-SCIPs are solved on an alternating basis until they arrive at the same values of the linking variables (ADM-loop). If they don't reconcile after a couple of iterations, the penalty parameters are increased (penalty-loop) and the sub-SCIPs are solved again on an alternating basis.

Definition in file heur_padm.c.

#include <assert.h>
#include <string.h>
#include "blockmemshell/memory.h"
#include "scip/cons_linear.h"
#include "scip/debug.h"
#include "scip/heur_padm.h"
#include "scip/heuristics.h"
#include "scip/pub_cons.h"
#include "scip/pub_tree.h"
#include "scip/pub_heur.h"
#include "scip/pub_message.h"
#include "scip/pub_misc.h"
#include "scip/pub_misc_select.h"
#include "scip/pub_sol.h"
#include "scip/pub_var.h"
#include "scip/scipdefplugins.h"
#include "scip/scip_branch.h"
#include "scip/scip_cons.h"
#include "scip/scip_copy.h"
#include "scip/scip_dcmp.h"
#include "scip/scip_general.h"
#include "scip/scip_heur.h"
#include "scip/scip_lp.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_prob.h"
#include "scip/scip_randnumgen.h"
#include "scip/scip_sol.h"
#include "scip/scip_solve.h"
#include "scip/scip_solvingstats.h"
#include "scip/scip_table.h"
#include "scip/scip_timing.h"
#include "scip/scip_tree.h"
#include "scip/scip_var.h"

Go to the source code of this file.

Data Structures
struct	Block

struct	set

struct	blockinfo

Macros
#define	HEUR_NAME "padm"

#define	HEUR_DESC "penalty alternating direction method primal heuristic"

#define	HEUR_DISPCHAR SCIP_HEURDISPCHAR_LNS

#define	HEUR_PRIORITY 70000

#define	HEUR_FREQ 0

#define	HEUR_FREQOFS 0

#define	HEUR_MAXDEPTH -1

#define	HEUR_TIMING SCIP_HEURTIMING_BEFORENODE \| SCIP_HEURTIMING_AFTERNODE

#define	HEUR_USESSUBSCIP TRUE

#define	COUPLINGSIZE 3

#define	DEFAULT_MINNODES 50LL

#define	DEFAULT_MAXNODES 5000LL

#define	DEFAULT_NODEFAC 0.8

#define	DEFAULT_ADMIT 4

#define	DEFAULT_PENALTYIT 100

#define	DEFAULT_GAP 2.0

Typedefs
typedef struct Problem	PROBLEM

typedef struct Block	BLOCK

typedef struct set	SET

typedef struct blockinfo	BLOCKINFO

Functions
static	SCIP_DECL_HASHKEYEQ (indexesEqual)

static	SCIP_DECL_HASHKEYVAL (indexesHashval)

static SCIP_RETCODE	initBlock (PROBLEM *problem)

static SCIP_RETCODE	freeBlock (BLOCK *block)

static SCIP_RETCODE	initProblem (SCIP scip, PROBLEM *problem, int nblocks)

static SCIP_RETCODE	freeProblem (PROBLEM **problem, int nblocks)

static SCIP_RETCODE	createSubscip (SCIP scip, SCIP *subscip)

static SCIP_RETCODE	copyToSubscip (SCIP scip, SCIP subscip, const char name, SCIP_CONS conss, SCIP_HASHMAP varmap, SCIP_HASHMAP consmap, int nconss, SCIP_Bool useorigprob, SCIP_Bool success)

static SCIP_RETCODE	blockCreateSubscip (BLOCK block, SCIP_HASHMAP varmap, SCIP_HASHMAP consmap, SCIP_CONS conss, int nconss, SCIP_Bool useorigprob, SCIP_Bool success)

static SCIP_RETCODE	createAndSplitProblem (SCIP scip, SCIP_CONS sortedconss, int nconss, int consssize, int nblocks, PROBLEM *problem, SCIP_Bool useorigprob, SCIP_Bool success)

static SCIP_RETCODE	assignLinking (SCIP scip, SCIP_DECOMP newdecomp, SCIP_VAR vars, SCIP_CONS sortedconss, int varlabels, int conslabels, int nvars, int nconss, int nlinkconss)

static SCIP_RETCODE	reuseSolution (SCIP subscip, BLOCK block)

static SCIP_RETCODE	reoptimize (SCIP scip, SCIP_HEUR heur, SCIP_SOL sol, SCIP_VAR vars, int nvars, SCIP_VAR linkvars, int nlinkvars, SCIP_SOL newsol, SCIP_Bool success)

static SCIP_RETCODE	scalePenalties (PROBLEM problem, SET linkvartoblocks, SET blocktolinkvars, SCIP_HASHTABLE htable, SCIP_Real maxpenalty)

static SCIP_RETCODE	getTimeLeft (SCIP scip, SCIP_Real time)

static	SCIP_DECL_HEURCOPY (heurCopyPADM)

static	SCIP_DECL_HEURFREE (heurFreePADM)

static	SCIP_DECL_HEUREXEC (heurExecPADM)

SCIP_RETCODE	SCIPincludeHeurPADM (SCIP *scip)

Macro Definition Documentation

◆ HEUR_NAME

#define HEUR_NAME "padm"

Definition at line 82 of file heur_padm.c.

Referenced by SCIP_DECL_HEURCOPY(), SCIP_DECL_HEUREXEC(), and SCIPincludeHeurPADM().

◆ HEUR_DESC

#define HEUR_DESC "penalty alternating direction method primal heuristic"

Definition at line 83 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_DISPCHAR

#define HEUR_DISPCHAR SCIP_HEURDISPCHAR_LNS

Definition at line 84 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_PRIORITY

#define HEUR_PRIORITY 70000

Definition at line 85 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_FREQ

#define HEUR_FREQ 0

Definition at line 86 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_FREQOFS

#define HEUR_FREQOFS 0

Definition at line 87 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_MAXDEPTH

#define HEUR_MAXDEPTH -1

Definition at line 88 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_TIMING

#define HEUR_TIMING SCIP_HEURTIMING_BEFORENODE | SCIP_HEURTIMING_AFTERNODE

Definition at line 89 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ HEUR_USESSUBSCIP

#define HEUR_USESSUBSCIP TRUE

does the heuristic use a secondary SCIP instance?

Definition at line 90 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ COUPLINGSIZE

#define COUPLINGSIZE 3

Definition at line 92 of file heur_padm.c.

Referenced by reuseSolution(), and SCIP_DECL_HEUREXEC().

◆ DEFAULT_MINNODES

#define DEFAULT_MINNODES 50LL

Definition at line 93 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ DEFAULT_MAXNODES

#define DEFAULT_MAXNODES 5000LL

Definition at line 94 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ DEFAULT_NODEFAC

#define DEFAULT_NODEFAC 0.8

Definition at line 95 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ DEFAULT_ADMIT

#define DEFAULT_ADMIT 4

Definition at line 96 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ DEFAULT_PENALTYIT

#define DEFAULT_PENALTYIT 100

Definition at line 97 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

◆ DEFAULT_GAP

#define DEFAULT_GAP 2.0

Definition at line 98 of file heur_padm.c.

Referenced by SCIPincludeHeurPADM().

Typedef Documentation

◆ PROBLEM

typedef struct Problem PROBLEM

data related to one problem (see below)

Definition at line 105 of file heur_padm.c.

◆ BLOCK

typedef struct Block BLOCK

data related to one block

◆ SET

typedef struct set SET

set data structure

◆ BLOCKINFO

typedef struct blockinfo BLOCKINFO

data of one linking variable related to one block

Function Documentation

◆ SCIP_DECL_HASHKEYEQ()

static SCIP_DECL_HASHKEYEQ ( indexesEqual )

static

returns TRUE iff both keys are equal

Definition at line 155 of file heur_padm.c.

References blockinfo::block, FALSE, blockinfo::linkvaridx, blockinfo::otherblock, and TRUE.

◆ SCIP_DECL_HASHKEYVAL()

static SCIP_DECL_HASHKEYVAL ( indexesHashval )

static

returns the hash value of the key

Definition at line 172 of file heur_padm.c.

References blockinfo::block, blockinfo::linkvaridx, blockinfo::otherblock, reoptimize(), SCIP_Bool, SCIP_Longint, SCIP_Real, SCIPhashFour, and SCIPrealHashCode().

◆ initBlock()

static SCIP_RETCODE initBlock ( PROBLEM * problem )

static

initializes one block

Parameters

problem problem structure

Definition at line 204 of file heur_padm.c.

References Block::couplingcons, Block::ncoupling, Block::nsubvars, NULL, Block::number, Block::problem, SCIP_OKAY, Block::size, Block::slacksneg, Block::slackspos, Block::subscip, and Block::subvars.

Referenced by createAndSplitProblem().

◆ freeBlock()

static SCIP_RETCODE freeBlock ( BLOCK * block )

static

frees component structure

Parameters

block block structure

Definition at line 233 of file heur_padm.c.

References Block::ncoupling, NULL, Block::problem, SCIP_CALL, SCIP_OKAY, SCIPfree(), SCIPfreeBufferArray, Block::subscip, and Block::subvars.

Referenced by freeProblem().

◆ initProblem()

static SCIP_RETCODE initProblem	(	SCIP *	scip,
		PROBLEM **	problem,
		int	nblocks
	)

static

initializes subproblem structure

Parameters

scip	SCIP data structure
problem	pointer to problem structure
nblocks	number of blocks

Definition at line 256 of file heur_padm.c.

References NULL, SCIP_CALL, SCIP_MAXSTRLEN, SCIP_OKAY, SCIPallocBlockMemory, SCIPallocBlockMemoryArray, SCIPdebugMessage, SCIPduplicateMemoryArray, SCIPgetProbName(), and SCIPsnprintf().

Referenced by createAndSplitProblem().

◆ freeProblem()

static SCIP_RETCODE freeProblem	(	PROBLEM **	problem,
		int	nblocks
	)

static

frees subproblem structure

Parameters

problem	pointer to problem to free
nblocks	number of blocks in decomposition

Definition at line 286 of file heur_padm.c.

References freeBlock(), NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemory, SCIPfreeBlockMemoryArray, and SCIPfreeMemoryArray.

Referenced by createAndSplitProblem(), and SCIP_DECL_HEUREXEC().

◆ createSubscip()

static SCIP_RETCODE createSubscip	(	SCIP *	scip,
		SCIP **	subscip
	)

static

creates a sub-SCIP for the given variables and constraints

Parameters

scip	main SCIP data structure
subscip	pointer to store created sub-SCIP

Definition at line 322 of file heur_padm.c.

References FALSE, SCIP_CALL, SCIP_OKAY, SCIP_PARAMSETTING_FAST, SCIP_PARAMSETTING_OFF, SCIP_Real, SCIPcopyLimits(), SCIPcreate(), SCIPgetRealParam(), SCIPincludeDefaultPlugins(), SCIPsetBoolParam(), SCIPsetIntParam(), SCIPsetPresolving(), SCIPsetRealParam(), SCIPsetSeparating(), SCIPsetSubscipsOff(), and TRUE.

Referenced by blockCreateSubscip().

◆ copyToSubscip()

static SCIP_RETCODE copyToSubscip	(	SCIP *	scip,
		SCIP *	subscip,
		const char *	name,
		SCIP_CONS **	conss,
		SCIP_HASHMAP *	varmap,
		SCIP_HASHMAP *	consmap,
		int	nconss,
		SCIP_Bool	useorigprob,
		SCIP_Bool *	success
	)

static

copies the given constraints and the corresponding variables to the given sub-SCIP

Parameters

scip	source SCIP
subscip	target SCIP
name	name for copied problem
conss	constraints to copy
varmap	hashmap used for the copy process of variables
consmap	hashmap used for the copy process of constraints
nconss	number of constraints to copy
useorigprob	do we use the original problem?
success	pointer to store whether copying was successful

Definition at line 370 of file heur_padm.c.

References FALSE, NULL, SCIP_CALL, SCIP_OKAY, SCIPaddCons(), SCIPconsGetHdlr(), SCIPconsIsActive(), SCIPconsIsChecked(), SCIPconsIsDeleted(), SCIPconsIsDynamic(), SCIPconsIsEnforced(), SCIPconsIsInitial(), SCIPconsIsModifiable(), SCIPconsIsPropagated(), SCIPconsIsRemovable(), SCIPconsIsSeparated(), SCIPcopyProb(), SCIPgetConsCopy(), SCIPreleaseCons(), and TRUE.

Referenced by blockCreateSubscip().

◆ blockCreateSubscip()

static SCIP_RETCODE blockCreateSubscip	(	BLOCK *	block,
		SCIP_HASHMAP *	varmap,
		SCIP_HASHMAP *	consmap,
		SCIP_CONS **	conss,
		int	nconss,
		SCIP_Bool	useorigprob,
		SCIP_Bool *	success
	)

static

creates the subscip for a given block

Parameters

block	block structure
varmap	variable hashmap used to improve performance
consmap	constraint hashmap used to improve performance
conss	constraints contained in this block
nconss	number of constraints contained in this block
useorigprob	do we use the original problem?
success	pointer to store whether the copying process was successful

Definition at line 431 of file heur_padm.c.

References copyToSubscip(), createSubscip(), FALSE, Block::nsubvars, NULL, Block::number, Block::problem, SCIP_CALL, SCIP_MAXSTRLEN, SCIP_OKAY, SCIP_Real, SCIPallocBufferArray, SCIPdebugMsg, SCIPfree(), SCIPgetNBinVars(), SCIPgetNIntVars(), SCIPgetNOrigBinVars(), SCIPgetNOrigIntVars(), SCIPgetNOrigVars(), SCIPgetNVars(), SCIPgetOrigVars(), SCIPsnprintf(), Block::size, Block::subscip, Block::subvars, and TRUE.

Referenced by createAndSplitProblem().

◆ createAndSplitProblem()

static SCIP_RETCODE createAndSplitProblem	(	SCIP *	scip,
		SCIP_CONS **	sortedconss,
		int	nconss,
		int *	consssize,
		int	nblocks,
		PROBLEM **	problem,
		SCIP_Bool	useorigprob,
		SCIP_Bool *	success
	)

static

creates problem structure and split it into blocks

Parameters

scip	SCIP data structure
sortedconss	array of (checked) constraints sorted by blocks
nconss	number of constraints
consssize	number of constraints per block (and border at index 0)
nblocks	number of blocks
problem	pointer to store problem structure
useorigprob	do we use the original problem?
success	pointer to store whether the process was successful

Definition at line 503 of file heur_padm.c.

References b, blockCreateSubscip(), freeProblem(), initBlock(), initProblem(), NULL, SCIP_CALL, SCIP_OKAY, SCIPblkmem(), SCIPgetNVars(), SCIPhashmapCreate(), SCIPhashmapFree(), and TRUE.

Referenced by SCIP_DECL_HEUREXEC().

◆ assignLinking()

static SCIP_RETCODE assignLinking	(	SCIP *	scip,
		SCIP_DECOMP *	newdecomp,
		SCIP_VAR **	vars,
		SCIP_CONS **	sortedconss,
		int *	varlabels,
		int *	conslabels,
		int	nvars,
		int	nconss,
		int	nlinkconss
	)

static

copies labels to newdecomp and assigns linking constraints if possible

Parameters

scip	SCIP data structure
newdecomp	decomposition with (partially) assigned linking constraints
vars	array of variables
sortedconss	sorted array of constraints
varlabels	array of variable labels
conslabels	sorted array of constraint labels
nvars	number of variables
nconss	number of constraints
nlinkconss	number of linking constraints

Definition at line 571 of file heur_padm.c.

References NULL, SCIP_CALL, SCIP_OKAY, SCIPassignDecompLinkConss(), SCIPcomputeDecompStats(), SCIPcomputeDecompVarsLabels(), SCIPdebugMsg, SCIPdecompGetConsLabels(), SCIPdecompGetVarsLabels(), SCIPdecompSetConsLabels(), SCIPdecompSetVarsLabels(), SCIPsortIntPtr(), and TRUE.

Referenced by SCIP_DECL_HEUREXEC().

◆ reuseSolution()

static SCIP_RETCODE reuseSolution	(	SCIP *	subscip,
		BLOCK *	block
	)

static

computes feasible solution from last stored solution of the block

Parameters

subscip	SCIP data structure
block	block structure

Definition at line 612 of file heur_padm.c.

References Block::couplingcons, COUPLINGSIZE, Block::ncoupling, NULL, SCIP_Bool, SCIP_CALL, SCIP_OKAY, SCIP_Real, SCIPaddSolFree(), SCIPallocBufferArray, SCIPcreateOrigSol(), SCIPdebugMsg, SCIPfreeBufferArray, SCIPgetConsVars(), SCIPgetLhsLinear(), SCIPgetNSols(), SCIPgetNVars(), SCIPgetRhsLinear(), SCIPgetSolOrigObj(), SCIPgetSols(), SCIPgetSolVal(), SCIPgetSolVals(), SCIPgetVars(), SCIPisEQ(), SCIPsetSolVal(), SCIPsetSolVals(), Block::slacksneg, and Block::slackspos.

Referenced by SCIP_DECL_HEUREXEC().

◆ reoptimize()

static SCIP_RETCODE reoptimize	(	SCIP *	scip,
		SCIP_HEUR *	heur,
		SCIP_SOL *	sol,
		SCIP_VAR **	vars,
		int	nvars,
		SCIP_VAR **	linkvars,
		int	nlinkvars,
		SCIP_SOL **	newsol,
		SCIP_Bool *	success
	)

static

reoptimizes the heuristic solution with original objective function

Since the main algorithm of padm ignores the objective function, this method can be called to obtain better solutions. It copies the main scip, fixes the linking variables at the values of the already found solution and solves the new problem with small limits.

Parameters

scip	SCIP data structure
heur	pointer to heuristic
sol	heuristic solution
vars	pointer to variables
nvars	number of variables
linkvars	pointer to linking variables
nlinkvars	number of linking variables
newsol	pointer to store improved solution
success	pointer to store whether reoptimization was successful

Definition at line 710 of file heur_padm.c.

References FALSE, NULL, SCIP_CALL, SCIP_CALL_ABORT, SCIP_OKAY, SCIP_PARAMSETTING_FAST, SCIP_PARAMSETTING_OFF, SCIP_Real, SCIP_STATUS_BESTSOLLIMIT, SCIP_STATUS_OPTIMAL, SCIPallocBufferArray, SCIPblkmem(), SCIPcopyConsCompression(), SCIPcopyLimits(), SCIPcopyOrigConsCompression(), SCIPcreate(), SCIPcreateSol(), SCIPdebugMsg, SCIPfree(), SCIPfreeBufferArray, SCIPgetBestSol(), SCIPgetNOrigVars(), SCIPgetNVars(), SCIPgetRealParam(), SCIPgetSolOrigObj(), SCIPgetSolVal(), SCIPgetSolVals(), SCIPgetStatus(), SCIPhashmapCreate(), SCIPhashmapFree(), SCIPhashmapGetImage(), SCIPheurGetData(), SCIPheurGetTime(), SCIPinfinity(), SCIPisLT(), SCIPsetBoolParam(), SCIPsetIntParam(), SCIPsetLongintParam(), SCIPsetPresolving(), SCIPsetRealParam(), SCIPsetSeparating(), SCIPsetSolVal(), SCIPsetSubscipsOff(), SCIPsolve(), SCIPtransformProb(), SCIPtranslateSubSol(), SCIPtrySolFree(), Block::subvars, and TRUE.

Referenced by SCIP_DECL_HASHKEYVAL(), and SCIP_DECL_HEUREXEC().

◆ scalePenalties()

static SCIP_RETCODE scalePenalties	(	PROBLEM *	problem,
		SET *	linkvartoblocks,
		SET *	blocktolinkvars,
		SCIP_HASHTABLE *	htable,
		SCIP_Real	maxpenalty
	)

static

rescales the penalty parameters

A sigmoid function is a function with an "S"-shaped graph, e.g. S(x) = x/(1+|x|). In order to avoid numerical instabilities due to large penalty parameters we rescale them using the sigmoid function S(x) = (x - shift)/(flatness + |x - shift|) * (range/2) + offset. The parameters are mapped into the more controllable interval [lowestslack, range + lowestslack].

Parameters

problem	block structure
linkvartoblocks	linking variable to blocks set
blocktolinkvars	block to linking variable set
htable	hashtable containing blockinfo
maxpenalty	maximum penalty parameter

Definition at line 873 of file heur_padm.c.

References b, blockinfo::block, set::indexes, blockinfo::linkvaridx, NULL, blockinfo::otherblock, REALABS, SCIP_OKAY, SCIP_Real, SCIPhashtableRetrieve(), set::size, blockinfo::slacknegobjcoeff, and blockinfo::slackposobjcoeff.

Referenced by SCIP_DECL_HEUREXEC().

◆ getTimeLeft()

static SCIP_RETCODE getTimeLeft	(	SCIP *	scip,
		SCIP_Real *	time
	)

static

returns the available time limit that is left

Parameters

scip	SCIP data structure
time	pointer to store remaining time

Definition at line 936 of file heur_padm.c.

References MAX, NULL, SCIP_CALL, SCIP_OKAY, SCIP_Real, SCIPgetRealParam(), SCIPgetSolvingTime(), SCIPinfinity(), and SCIPisInfinity().

Referenced by SCIP_DECL_HEUREXEC().

◆ SCIP_DECL_HEURCOPY()

static SCIP_DECL_HEURCOPY ( heurCopyPADM )

static

copy method for primal heuristic plugins (called when SCIP copies plugins)

Definition at line 963 of file heur_padm.c.

References HEUR_NAME, NULL, SCIP_CALL, SCIP_OKAY, SCIPheurGetName(), and SCIPincludeHeurPADM().

◆ SCIP_DECL_HEURFREE()

static SCIP_DECL_HEURFREE ( heurFreePADM )

static

destructor of primal heuristic to free user data (called when SCIP is exiting)

Definition at line 978 of file heur_padm.c.

References NULL, SCIP_OKAY, SCIPfreeBlockMemory, SCIPheurGetData(), and SCIPheurSetData().

◆ SCIP_DECL_HEUREXEC()

static SCIP_DECL_HEUREXEC ( heurExecPADM )

static

execution method of primal heuristic

Definition at line 994 of file heur_padm.c.

References assignLinking(), b, blockinfo::block, Block::couplingcons, blockinfo::couplingCons, COUPLINGSIZE, createAndSplitProblem(), EPSEQ, FALSE, freeProblem(), getTimeLeft(), HEUR_NAME, set::indexes, blockinfo::linkvar, blockinfo::linkvaridx, blockinfo::linkvarval, MAX, Block::ncoupling, nnodes, Block::nsubvars, NULL, SCIP_Decomp::original, blockinfo::otherblock, Block::problem, REALABS, reoptimize(), reuseSolution(), scalePenalties(), SCIP_Bool, SCIP_CALL, SCIP_CALL_ABORT, SCIP_DECOMP_LINKCONS, SCIP_DECOMP_LINKVAR, SCIP_DEFAULT_EPSILON, SCIP_DIDNOTFIND, SCIP_DIDNOTRUN, SCIP_FOUNDSOL, SCIP_HEURTIMING_AFTERNODE, SCIP_HEURTIMING_BEFORENODE, SCIP_Longint, SCIP_MAXSTRLEN, SCIP_OKAY, SCIP_Real, SCIP_REAL_MIN, SCIP_STATUS_GAPLIMIT, SCIP_STATUS_NODELIMIT, SCIP_STATUS_OPTIMAL, SCIP_STATUS_TIMELIMIT, SCIP_STATUS_UNBOUNDED, SCIP_VARTYPE_CONTINUOUS, SCIPaddCons(), SCIPaddVar(), SCIPallocBufferArray, SCIPblkmem(), SCIPceil(), SCIPchgLhsLinear(), SCIPchgRhsLinear(), SCIPchgVarObj(), SCIPcomputeDecompStats(), SCIPcopyLimits(), SCIPcreateConsBasicLinear(), SCIPcreateDecomp(), SCIPcreateSol(), SCIPcreateVarBasic(), SCIPdebugMsg, SCIPdecompGetConsLabels(), SCIPdecompGetConssSize(), SCIPdecompGetNBlocks(), SCIPdecompGetNBorderConss(), SCIPdecompGetNBorderVars(), SCIPdecompGetVarsLabels(), SCIPdecompUseBendersLabels(), SCIPdoNotMultaggr(), SCIPduplicateBufferArray, SCIPfindVar(), SCIPfreeBufferArray, SCIPfreeDecomp(), SCIPfreeSol(), SCIPfreeTransform(), SCIPgetBestSol(), SCIPgetBoolParam(), SCIPgetConss(), SCIPgetDecomps(), SCIPgetIntParam(), SCIPgetMemExternEstim(), SCIPgetMemUsed(), SCIPgetNConss(), SCIPgetNNodes(), SCIPgetNOrigConss(), SCIPgetNOrigVars(), SCIPgetNSols(), SCIPgetNVars(), SCIPgetOrigConss(), SCIPgetOrigVars(), SCIPgetRealParam(), SCIPgetSolOrigObj(), SCIPgetSolVal(), SCIPgetSolVals(), SCIPgetStatus(), SCIPgetVars(), SCIPhashtableCreate(), SCIPhashtableFree(), SCIPhashtableGetNElements(), SCIPhashtableRetrieve(), SCIPhashtableSafeInsert(), SCIPheurGetData(), SCIPinfinity(), SCIPisEQ(), SCIPisGT(), SCIPisInfinity(), SCIPisParamFixed(), SCIPreleaseCons(), SCIPreleaseVar(), SCIPround(), SCIPsetBoolParam(), SCIPsetIntParam(), SCIPsetLongintParam(), SCIPsetRealParam(), SCIPsetSolVal(), SCIPsnprintf(), SCIPsolve(), SCIPsortIntPtr(), SCIPtrySolFree(), SCIPvarGetLbLocal(), SCIPvarGetLbOriginal(), SCIPvarGetLPSol(), SCIPvarGetName(), SCIPvarGetObj(), SCIPvarGetType(), SCIPvarGetUbLocal(), SCIPwarningMessage(), SCIPwriteOrigProblem(), SCIPwriteTransProblem(), Block::size, set::size, blockinfo::slacknegobjcoeff, blockinfo::slacknegvar, blockinfo::slackposobjcoeff, blockinfo::slackposvar, Block::slacksneg, Block::slackspos, Block::subscip, Block::subvars, and TRUE.

SCIP

Detailed Description

Data Structures

Macros

Typedefs

Functions

Macro Definition Documentation

◆ HEUR_NAME

◆ HEUR_DESC

◆ HEUR_DISPCHAR

◆ HEUR_PRIORITY

◆ HEUR_FREQ

◆ HEUR_FREQOFS

◆ HEUR_MAXDEPTH

◆ HEUR_TIMING

◆ HEUR_USESSUBSCIP

◆ COUPLINGSIZE

◆ DEFAULT_MINNODES

◆ DEFAULT_MAXNODES

◆ DEFAULT_NODEFAC

◆ DEFAULT_ADMIT

◆ DEFAULT_PENALTYIT

◆ DEFAULT_GAP

Typedef Documentation

◆ PROBLEM

◆ BLOCK

◆ SET

◆ BLOCKINFO

Function Documentation

◆ SCIP_DECL_HASHKEYEQ()

◆ SCIP_DECL_HASHKEYVAL()

◆ initBlock()

◆ freeBlock()

◆ initProblem()

◆ freeProblem()

◆ createSubscip()

◆ copyToSubscip()

◆ blockCreateSubscip()

◆ createAndSplitProblem()

◆ assignLinking()

◆ reuseSolution()

◆ reoptimize()

◆ scalePenalties()

◆ getTimeLeft()

◆ SCIP_DECL_HEURCOPY()

◆ SCIP_DECL_HEURFREE()

◆ SCIP_DECL_HEUREXEC()