pub_misc_rowprep.h

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/**@file   pub_misc_rowprep.h
 * @brief  preparation of a linear inequality to become a SCIP_ROW
 * @ingroup PUBLICCOREAPI
 * @author Stefan Vigerske
 * @author Benjamin Mueller
 * @author Felipe Serrano
 */
 
/*---+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0----+----1----+----2*/
 
#ifndef __SCIP_PUB_MISC_ROWPREP_H__
#define __SCIP_PUB_MISC_ROWPREP_H__
 
#include "scip/type_misc.h"
#include "scip/type_cons.h"
#include "scip/type_lp.h"
#include "scip/type_sepa.h"
#include "scip/type_var.h"
 
#ifdef NDEBUG
#include "scip/struct_misc.h"
#endif
 
#ifdef __cplusplus
extern "C" {
#endif
 
/**@defgroup RowPrep Linear Inequality
 * @ingroup DataStructures
 * @brief a linear inequality that is prepared to become a SCIP_ROW
 *
 * This data structure helps to work around some limitations of SCIP_ROW's, in particular,
 * that it rounds coefficients or sides close to integral values without the appropriate care.
 * On the other hand, a SCIP_ROWPREP is limited to inequalities.
 *
 *@{
 */
 
/** creates a SCIP_ROWPREP datastructure
 *
 * Initial row represents 0 ≤ 0.
 */
SCIP_EXPORT
SCIP_RETCODE SCIPcreateRowprep(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP**        rowprep,            /**< buffer to store pointer to rowprep */
   SCIP_SIDETYPE         sidetype,           /**< whether cut will be or lower-equal or larger-equal type */
   SCIP_Bool             local               /**< whether cut will be valid only locally */
   );
 
/** frees a SCIP_ROWPREP datastructure */
SCIP_EXPORT
void SCIPfreeRowprep(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP**        rowprep             /**< pointer that stores pointer to rowprep */
   );
 
/** creates a copy of a SCIP_ROWPREP datastructure */
SCIP_EXPORT
SCIP_RETCODE SCIPcopyRowprep(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP**        target,             /**< buffer to store pointer of rowprep copy */
   SCIP_ROWPREP*         source              /**< rowprep to copy */
   );
 
/** gives number of terms in rowprep */
SCIP_EXPORT
int SCIProwprepGetNVars(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** gives variables of rowprep (feel free to modify) */
SCIP_EXPORT
SCIP_VAR** SCIProwprepGetVars(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** gives coefficients of rowprep (feel free to modify) */
SCIP_EXPORT
SCIP_Real* SCIProwprepGetCoefs(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** gives side of rowprep */
SCIP_EXPORT
SCIP_Real SCIProwprepGetSide(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** gives kind of inequality of rowprep */
SCIP_EXPORT
SCIP_SIDETYPE SCIProwprepGetSidetype(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** returns whether rowprep is locally valid only */
SCIP_EXPORT
SCIP_Bool SCIProwprepIsLocal(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** returns name of rowprep (feel free to modify) */
SCIP_EXPORT
char* SCIProwprepGetName(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** returns number of variables which coefficients were modified in cleanup */
SCIP_EXPORT
int SCIProwprepGetNModifiedVars(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** returns variables which coefficients were modified in cleanup */
SCIP_EXPORT
SCIP_VAR** SCIProwprepGetModifiedVars(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** resets rowprep to have 0 terms and side 0.0 */
SCIP_EXPORT
void SCIProwprepReset(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
/** sets coefficient idx of rowprep */
SCIP_EXPORT
void SCIProwprepSetCoef(
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   int                   idx,                /**< index of coef to set */
   SCIP_Real             newcoef             /**< new coefficient */
   );
 
/** adds constant value to side of rowprep */
SCIP_EXPORT
void SCIProwprepAddSide(
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_Real             side                /**< constant value to be added to side */
   );
 
/** adds constant term to rowprep
 *
 * Substracts constant from side.
 */
SCIP_EXPORT
void SCIProwprepAddConstant(
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_Real             constant            /**< constant value to be added */
   );
 
/** sets side type of rowprep */
SCIP_EXPORT
void SCIProwprepSetSidetype(
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_SIDETYPE         sidetype            /**< new side type */
   );
 
/** sets whether rowprep is local */
SCIP_EXPORT
void SCIProwprepSetLocal(
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_Bool             islocal             /**< whether rowprep is local */
   );
 
/** enables recording for where modifications were done in cleanup */
SCIP_EXPORT
void SCIProwprepRecordModifications(
   SCIP_ROWPREP*         rowprep             /**< rowprep */
   );
 
#ifdef NDEBUG
/* If NDEBUG is defined, the function calls are overwritten by defines to reduce the number of function calls and
 * speed up the algorithms.
 */
#define SCIProwprepGetNVars(rowprep)  (rowprep)->nvars
#define SCIProwprepGetVars(rowprep)   (rowprep)->vars
#define SCIProwprepGetCoefs(rowprep)  (rowprep)->coefs
#define SCIProwprepGetSide(rowprep)   (rowprep)->side
#define SCIProwprepGetSidetype(rowprep) (rowprep)->sidetype
#define SCIProwprepIsLocal(rowprep)   (rowprep)->local
#define SCIProwprepGetName(rowprep)   (rowprep)->name
#define SCIProwprepGetNModifiedVars(rowprep) (rowprep)->nmodifiedvars
#define SCIProwprepGetModifiedVars(rowprep) (rowprep)->modifiedvars
#define SCIProwprepSetCoef(rowprep, idx, newcoef) ((rowprep)->coefs[idx] = (newcoef))
#define SCIProwprepAddSide(rowprep, sideadd)  ((rowprep)->side += (sideadd))
#define SCIProwprepAddConstant(rowprep, constant)  SCIProwprepAddSide(rowprep, -(constant))
#define SCIProwprepSetSidetype(rowprep, sidetype_) (rowprep)->sidetype = sidetype_
#define SCIProwprepSetLocal(rowprep, islocal) (rowprep)->local = islocal
#define SCIProwprepRecordModifications(rowprep) (rowprep)->recordmodifications = TRUE
#endif
 
/** prints a rowprep */
SCIP_EXPORT
void SCIPprintRowprep(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be printed */
   FILE*                 file                /**< file to print to, or NULL for stdout */
   );
 
/** prints a rowprep and values in solution */
SCIP_EXPORT
void SCIPprintRowprepSol(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be printed */
   SCIP_SOL*             sol,                /**< solution for activity */
   FILE*                 file                /**< file to print to, or NULL for stdout */
   );
 
/** ensures that rowprep has space for at least given number of additional terms
 *
 * Useful when knowing in advance how many terms will be added.
 */
SCIP_EXPORT
SCIP_RETCODE SCIPensureRowprepSize(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   int                   size                /**< number of additional terms for which to alloc space in rowprep */
   );
 
/** adds a term coef*var to a rowprep */
SCIP_EXPORT
SCIP_RETCODE SCIPaddRowprepTerm(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_VAR*             var,                /**< variable to add */
   SCIP_Real             coef                /**< coefficient to add */
   );
 
/** adds several terms coef*var to a rowprep */
SCIP_EXPORT
SCIP_RETCODE SCIPaddRowprepTerms(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   int                   nvars,              /**< number of terms to add */
   SCIP_VAR**            vars,               /**< variables to add */
   SCIP_Real*            coefs               /**< coefficients to add */
   );
 
/** computes violation of rowprep in a given solution
 *
 * Can return whether the violation value is reliable from a floating-point accuracy point of view.
 * The value will not be deemed reliable when its calculation involved the subtraction of large numbers.
 * To be precise, the violation of an inequality \f$ \sum_i a_ix_i \leq b \f$ in a solution \f$x^*\f$ is deemed
 * reliable if \f$ |\sum_i a_ix^*_i - b| \geq 2^{-50} \max (|b|, \max_i |a_ix^*_i|) \f$.
 */
SCIP_EXPORT
SCIP_Real SCIPgetRowprepViolation(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_SOL*             sol,                /**< solution or NULL for LP solution */
   SCIP_Bool*            reliable            /**< buffer to store whether computed violation is reliable (numerically), or NULL if not of interest */
   );
 
/** computes violation of rowprep in a given solution and reports whether that value seem numerically reliable
 *
 * @see SCIPgetRowprepViolation()
 */
SCIP_EXPORT
SCIP_Bool SCIPisRowprepViolationReliable(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep */
   SCIP_SOL*             sol                 /**< solution or NULL for LP solution */
   );
 
/** Merge terms that use same variable and eliminate zero coefficients.
 *
 * Removes a variable if its bounds have a relative difference of below epsilon.
 * Local bounds are checked for local rows, otherwise global bounds are used.
 * If the bounds are not absolute equal, the bound that relaxes the row is used.
 *
 * Terms are sorted by variable (see SCIPvarComp()) after return.
 */
SCIP_EXPORT
void SCIPmergeRowprepTerms(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep             /**< rowprep to be cleaned up */
   );
 
/** Cleans up and attempts to improve rowprep
 *
 * Drops small or large coefficients if their ratio is beyond separating/maxcoefratiofacrowprep / numerics/feastol,
 * if this can be done by relaxing the row.
 * Scales coefficients up to reach minimal violation, if possible.
 * Scaling is omitted if violation is very small (\ref ROWPREP_SCALEUP_VIOLNONZERO) or
 * maximal coefficient would become huge (\ref ROWPREP_SCALEUP_MAXMAXCOEF).
 * Scales coefficients and side down if they are large and if the minimal violation is still reached.
 * Rounds coefficients close to integral values to integrals, if this can be done by relaxing the row.
 * Rounds side within epsilon of 0 to 0.0 or +/-1.1*epsilon, whichever relaxes the row least.
 *
 * After return, the terms in the rowprep will be sorted by absolute value of coefficient, in decreasing order.
 * Thus, the coefratio can be obtained via `REALABS(rowprep->coefs[0]) / REALABS(rowprep->coefs[rowprep->nvars-1])` (if nvars>0).
 *
 * `success` is set to TRUE if and only if the rowprep satisfies the following:
 * - the coefratio is below separating/maxcoefratiofacrowprep / numerics/feastol
 * - the violation is at least `minviol`
 * - the violation is reliable or `minviol` = 0
 * - the absolute value of coefficients are below SCIPinfinity()
 * - the absolute value of the side is below SCIPinfinity()
 */
SCIP_EXPORT
SCIP_RETCODE SCIPcleanupRowprep(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be cleaned */
   SCIP_SOL*             sol,                /**< solution that we try to cut off, or NULL for LP solution */
   SCIP_Real             minviol,            /**< minimal absolute violation the row should achieve (w.r.t. sol) */
   SCIP_Real*            viol,               /**< buffer to store absolute violation of cleaned up cut in sol, or NULL if not of interest */
   SCIP_Bool*            success             /**< buffer to store whether cut cleanup was successful, or NULL if not of interest */
   );
 
/** Cleans up and attempts to improve rowprep without regard for violation
 *
 * Drops small or large coefficients if their ratio is beyond separating/maxcoefratiofacrowprep / numerics/feastol,
 * if this can be done by relaxing the row.
 * Scales coefficients and side to have maximal coefficient in `[1/maxcoefbound,maxcoefbound]`.
 * Rounds coefficients close to integral values to integrals, if this can be done by relaxing the row.
 * Rounds side within epsilon of 0 to 0.0 or +/-1.1*epsilon, whichever relaxes the row least.
 *
 * After return, the terms in the rowprep will be sorted by absolute value of coefficient, in decreasing order.
 * Thus, the coefratio can be obtained via `REALABS(rowprep->coefs[0]) / REALABS(rowprep->coefs[rowprep->nvars-1])` (if nvars>0).
 *
 * `success` is set to TRUE if and only if the rowprep satisfies the following:
 * - the coefratio is below separating/maxcoefratiofacrowprep / numerics/feastol
 * - the absolute value of coefficients are below SCIPinfinity()
 * - the absolute value of the side is below SCIPinfinity()
 *
 * In difference to SCIPcleanupRowprep(), this function does not scale up the row to increase the absolute violation.
 */
SCIP_EXPORT
SCIP_RETCODE SCIPcleanupRowprep2(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be cleaned */
   SCIP_SOL*             sol,                /**< solution that we try to cut off, or NULL for LP solution */
   SCIP_Real             maxcoefbound,       /**< bound on absolute value of largest coefficient */
   SCIP_Bool*            success             /**< buffer to store whether cut cleanup was successful, or NULL if not of interest */
   );
 
/** Scales up a rowprep to increase coefficients/sides that are within epsilon to an integer value, if possible.
 *
 * Computes the minimal fractionality of all fractional coefficients and the side of the rowprep.
 * If this fractionality is below epsilon, the rowprep is scaled up such that the fractionality exceeds epsilon,
 * if this will not put any coefficient or side above SCIPhugeValue().
 *
 * This function does not relax the rowprep.
 *
 * `success` is set to TRUE if the resulting rowprep can be turned into a SCIP_ROW, that is,
 * all coefs and the side is below SCIPinfinity() and fractionalities are above epsilon.
 * If `success` is set to FALSE, then the rowprep will not have been modified.
 *
 * @return The applied scaling factor, if `success` is set to TRUE.
 */
SCIP_EXPORT
SCIP_Real SCIPscaleupRowprep(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be cleaned */
   SCIP_Real             minscaleup,         /**< minimal factor by which to scale up row, or <= 1.0 if to be ignored */
   SCIP_Bool*            success             /**< buffer to store whether rowprep could be turned into SCIP_ROW without loss, or NULL if not of interest */
   );
 
/** scales a rowprep by given factor (after some rounding)
 *
 * @return Exponent of actually applied scaling factor, if written as \f$2^x\f$.
 */
SCIP_EXPORT
int SCIPscaleRowprep(
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be scaled */
   SCIP_Real             factor              /**< suggested scale factor */
   );
 
/** generates a SCIP_ROW from a rowprep, setting its origin to given constraint handler */
SCIP_EXPORT
SCIP_RETCODE SCIPgetRowprepRowConshdlr(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROW**            row,                /**< buffer to store pointer to new row */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be turned into a row */
   SCIP_CONSHDLR*        conshdlr            /**< constraint handler */
   );
 
/** generates a SCIP_ROW from a rowprep, setting its origin to given constraint */
SCIP_EXPORT
SCIP_RETCODE SCIPgetRowprepRowCons(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROW**            row,                /**< buffer to store pointer to new row */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be turned into a row */
   SCIP_CONS*            cons                /**< constraint */
   );
 
/** generates a SCIP_ROW from a rowprep, setting its origin to given separator */
SCIP_EXPORT
SCIP_RETCODE SCIPgetRowprepRowSepa(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_ROW**            row,                /**< buffer to store pointer to new row */
   SCIP_ROWPREP*         rowprep,            /**< rowprep to be turned into a row */
   SCIP_SEPA*            sepa                /**< separator */
   );
 
/** @} */
 
#ifdef __cplusplus
}
#endif
 
#endif /* __SCIP_PUB_MISC_ROWPREP_H__ */