Scippy

    SCIP

    Solving Constraint Integer Programs

    Detailed Description

    filterSQP NLP interface

    Author
    Stefan Vigerske

    Definition in file nlpi_filtersqp.c.

    #include <string.h>
    #include <sys/time.h>
    #include "scip/nlpi_filtersqp.h"
    #include "scip/nlpioracle.h"
    #include "scip/scip_general.h"
    #include "scip/scip_message.h"
    #include "scip/scip_mem.h"
    #include "scip/scip_numerics.h"
    #include "scip/scip_nlpi.h"
    #include "scip/scip_randnumgen.h"
    #include "scip/scip_solve.h"
    #include "scip/pub_misc.h"
    #include "scip/pub_message.h"

    Go to the source code of this file.

    Data Structures

    struct  SCIP_Time
     
    struct  SCIP_NlpiProblem
     

    Macros

    #define NLPI_NAME   "filtersqp"
     
    #define NLPI_DESC   "Sequential Quadratic Programming trust region solver by R. Fletcher and S. Leyffer"
     
    #define NLPI_PRIORITY   -1000
     
    #define RANDSEED   26051979
     
    #define MAXPERTURB   0.01
     
    #define MAXNRUNS   3
     
    #define WORKSPACEGROWTHFACTOR   2
     
    #define MINEPS   1e-14
     
    #define OPTTOLFACTOR   0.5
     

    Typedefs

    typedef int fint
     
    typedef double real
     
    typedef long ftnlen
     
    typedef struct SCIP_Time SCIP_TIME
     

    Functions

    void F77_FUNC (filtersqp, FILTERSQP)
     
     F77_FUNC (cpname, CPNAME)
     
    struct {
       fint   phl
     
       fint   phr
     
       fint   phc
     
    F77_FUNC (hessc, HESSC)
     
    struct {
       real   ubd
     
       real   tt
     
    F77_FUNC (ubdc, UBDC)
     
    struct {
       real   infty
     
       real   eps
     
    F77_FUNC (nlp_eps_inf, NLP_EPS_INF)
     
    struct {
       fint   n_bqpd_calls
     
       fint   n_bqpd_prfint
     
    F77_FUNC (bqpd_count, BQPD_COUNT)
     
    struct {
       fint   scale_mode
     
       fint   phe
     
    F77_FUNC (scalec, SCALEC)
     
    static SCIP_TIME gettime (void)
     
    static SCIP_Real timeelapsed (SCIP_NLPIDATA *nlpidata)
     
    static SCIP_Bool timelimitreached (SCIP_NLPIDATA *nlpidata, SCIP_NLPIPROBLEM *nlpiproblem)
     
    void F77_FUNC (objfun, OBJFUN)
     
    void F77_FUNC (confun, CONFUN)
     
    void F77_FUNC (gradient, GRADIENT)
     
    void F77_FUNC (objgrad, OBJGRAD)
     
    void F77_FUNC (hessian, HESSIAN)
     
    static SCIP_RETCODE setupGradients (SCIP *scip, SCIP_NLPIORACLE *oracle, fint **la, int *lasize, real **a)
     
    static SCIP_RETCODE setupHessian (SCIP *scip, SCIP_NLPIORACLE *oracle, fint **la, int *lasize)
     
    static SCIP_RETCODE setupStart (SCIP_NLPIDATA *data, SCIP_NLPIPROBLEM *problem, real *x, SCIP_Bool *success)
     
    static void invalidateSolution (SCIP_NLPIPROBLEM *problem)
     
    static SCIP_RETCODE handleNlpParam (SCIP *scip, SCIP_NLPIPROBLEM *nlpiproblem, const SCIP_NLPPARAM param)
     
    static SCIP_RETCODE processSolveOutcome (SCIP_NLPIDATA *nlpidata, SCIP_NLPIPROBLEM *problem, fint ifail, SCIP_Real feastol, SCIP_Real opttol, real *x, real *lam)
     
    static SCIP_DECL_NLPICOPY (nlpiCopyFilterSQP)
     
    static SCIP_DECL_NLPIFREE (nlpiFreeFilterSQP)
     
    static SCIP_DECL_NLPICREATEPROBLEM (nlpiCreateProblemFilterSQP)
     
    static SCIP_DECL_NLPIFREEPROBLEM (nlpiFreeProblemFilterSQP)
     
    static SCIP_DECL_NLPIADDVARS (nlpiAddVarsFilterSQP)
     
    static SCIP_DECL_NLPIADDCONSTRAINTS (nlpiAddConstraintsFilterSQP)
     
    static SCIP_DECL_NLPISETOBJECTIVE (nlpiSetObjectiveFilterSQP)
     
    static SCIP_DECL_NLPICHGVARBOUNDS (nlpiChgVarBoundsFilterSQP)
     
    static SCIP_DECL_NLPICHGCONSSIDES (nlpiChgConsSidesFilterSQP)
     
    static SCIP_DECL_NLPIDELVARSET (nlpiDelVarSetFilterSQP)
     
    static SCIP_DECL_NLPIDELCONSSET (nlpiDelConstraintSetFilterSQP)
     
    static SCIP_DECL_NLPICHGLINEARCOEFS (nlpiChgLinearCoefsFilterSQP)
     
    static SCIP_DECL_NLPICHGEXPR (nlpiChgExprFilterSQP)
     
    static SCIP_DECL_NLPICHGOBJCONSTANT (nlpiChgObjConstantFilterSQP)
     
    static SCIP_DECL_NLPISETINITIALGUESS (nlpiSetInitialGuessFilterSQP)
     
    static SCIP_DECL_NLPISOLVE (nlpiSolveFilterSQP)
     
    static SCIP_DECL_NLPIGETSOLSTAT (nlpiGetSolstatFilterSQP)
     
    static SCIP_DECL_NLPIGETTERMSTAT (nlpiGetTermstatFilterSQP)
     
    static SCIP_DECL_NLPIGETSOLUTION (nlpiGetSolutionFilterSQP)
     
    static SCIP_DECL_NLPIGETSTATISTICS (nlpiGetStatisticsFilterSQP)
     
    SCIP_RETCODE SCIPincludeNlpSolverFilterSQP (SCIP *scip)
     
    const char * SCIPgetSolverNameFilterSQP (void)
     
    const char * SCIPgetSolverDescFilterSQP (void)
     
    SCIP_Bool SCIPisFilterSQPAvailableFilterSQP (void)
     

    Macro Definition Documentation

    ◆ NLPI_NAME

    #define NLPI_NAME   "filtersqp"

    short concise name of solver

    Definition at line 63 of file nlpi_filtersqp.c.

    ◆ NLPI_DESC

    #define NLPI_DESC   "Sequential Quadratic Programming trust region solver by R. Fletcher and S. Leyffer"

    description of solver

    Definition at line 64 of file nlpi_filtersqp.c.

    ◆ NLPI_PRIORITY

    #define NLPI_PRIORITY   -1000

    priority of NLP solver

    Definition at line 65 of file nlpi_filtersqp.c.

    ◆ RANDSEED

    #define RANDSEED   26051979

    initial random seed

    Definition at line 67 of file nlpi_filtersqp.c.

    ◆ MAXPERTURB

    #define MAXPERTURB   0.01

    maximal perturbation of bounds in starting point heuristic

    Definition at line 68 of file nlpi_filtersqp.c.

    ◆ MAXNRUNS

    #define MAXNRUNS   3

    maximal number of FilterSQP calls per NLP solve (several calls if increasing workspace or decreasing eps)

    Definition at line 69 of file nlpi_filtersqp.c.

    ◆ WORKSPACEGROWTHFACTOR

    #define WORKSPACEGROWTHFACTOR   2

    factor by which to increase workspace

    Definition at line 70 of file nlpi_filtersqp.c.

    ◆ MINEPS

    #define MINEPS   1e-14

    minimal FilterSQP epsilon

    Definition at line 71 of file nlpi_filtersqp.c.

    ◆ OPTTOLFACTOR

    #define OPTTOLFACTOR   0.5

    factor to apply to optimality tolerance, because FilterSQP do scaling

    Definition at line 72 of file nlpi_filtersqp.c.

    Typedef Documentation

    ◆ fint

    typedef int fint

    Definition at line 78 of file nlpi_filtersqp.c.

    ◆ real

    typedef double real

    Definition at line 79 of file nlpi_filtersqp.c.

    ◆ ftnlen

    typedef long ftnlen

    Definition at line 80 of file nlpi_filtersqp.c.

    ◆ SCIP_TIME

    typedef struct SCIP_Time SCIP_TIME

    Definition at line 87 of file nlpi_filtersqp.c.

    Function Documentation

    ◆ F77_FUNC() [1/12]

    void F77_FUNC ( filtersqp  ,
    FILTERSQP   
    )

    FilterSQP main routine.

    Array a has length nnza, which is the number of nonzeros in the gradient of the objective and the Jacobian. The first entries of a is the objective gradient, next are the gradients of the constraints.

    Array la has length lamax, which is at least nnza+m+2. la contains the index information of a row-oriented sparse matrix storage. It stores the number of nonzeros, the column indices, and the row starts: la[0] must be set to nnza+1. la[1]..la[nnza] are indices of the variables corresponding to the entries in a (colidx). la[nnza+1]..la[nnza+1+m] contain the index where each row starts in a and la (rowstart). common block for problemname

    Definition at line 170 of file nlpi_filtersqp.c.

    Referenced by SCIP_DECL_NLPISOLVE(), SCIPlapackSolveLinearEquations(), SCIPlapackVersion(), and setupHessian().

    ◆ F77_FUNC() [2/12]

    F77_FUNC ( cpname  ,
    CPNAME   
    )

    ◆ F77_FUNC() [3/12]

    struct @9 F77_FUNC ( hessc  ,
    HESSC   
    )

    common block for Hessian storage set to 0, i.e. NO Hessian

    ◆ F77_FUNC() [4/12]

    struct @10 F77_FUNC ( ubdc  ,
    UBDC   
    )

    common block for upper bound on filter

    ◆ F77_FUNC() [5/12]

    struct @11 F77_FUNC ( nlp_eps_inf  ,
    NLP_EPS_INF   
    )

    common block for infinity & epsilon

    ◆ F77_FUNC() [6/12]

    struct @12 F77_FUNC ( bqpd_count  ,
    BQPD_COUNT   
    )

    common block for printing from QP solver

    ◆ F77_FUNC() [7/12]

    struct @13 F77_FUNC ( scalec  ,
    SCALEC   
    )

    common for scaling: scale_mode = 0 (none), 1 (variables), 2 (vars+cons)

    ◆ gettime()

    static SCIP_TIME gettime ( void  )
    static

    Definition at line 275 of file nlpi_filtersqp.c.

    References NULL, SCIP_Time::sec, and SCIP_Time::usec.

    Referenced by SCIP_DECL_NLPISOLVE(), and timeelapsed().

    ◆ timeelapsed()

    static SCIP_Real timeelapsed ( SCIP_NLPIDATA nlpidata)
    static
    Parameters
    nlpidataNLPI data

    Definition at line 297 of file nlpi_filtersqp.c.

    References gettime(), NULL, SCIP_Real, SCIP_Time::sec, and SCIP_Time::usec.

    Referenced by processSolveOutcome(), and timelimitreached().

    ◆ timelimitreached()

    static SCIP_Bool timelimitreached ( SCIP_NLPIDATA nlpidata,
    SCIP_NLPIPROBLEM nlpiproblem 
    )
    static
    Parameters
    nlpidataNLPI data
    nlpiproblemNLPI problem

    Definition at line 315 of file nlpi_filtersqp.c.

    References FALSE, SCIP_NlpiProblem::maxtime, SCIP_REAL_MAX, and timeelapsed().

    Referenced by F77_FUNC(), and SCIP_DECL_NLPISOLVE().

    ◆ F77_FUNC() [8/12]

    void F77_FUNC ( objfun  ,
    OBJFUN   
    )

    Objective function evaluation set to 1 if arithmetic exception occurs, otherwise 0

    Definition at line 327 of file nlpi_filtersqp.c.

    References NULL, SCIP_NlpiProblem::oracle, SCIP_NlpiProblem::scip, SCIP_OKAY, SCIPdebugMsg, SCIPisFinite, SCIPisSolveInterrupted(), SCIPnlpiOracleEvalObjectiveValue(), timelimitreached(), and x.

    ◆ F77_FUNC() [9/12]

    void F77_FUNC ( confun  ,
    CONFUN   
    )

    Constraint functions evaluation set to 1 if arithmetic exception occurs, otherwise 0

    Definition at line 362 of file nlpi_filtersqp.c.

    References NULL, SCIP_NlpiProblem::oracle, SCIP_NlpiProblem::scip, SCIP_OKAY, SCIPdebugMsg, SCIPisFinite, SCIPnlpiOracleEvalConstraintValue(), and x.

    ◆ F77_FUNC() [10/12]

    void F77_FUNC ( gradient  ,
    GRADIENT   
    )

    Objective gradient and Jacobian evaluation

    Note
    If an arithmetic exception occurred, then the gradients must not be modified. set to 1 if arithmetic exception occurs, otherwise 0

    Definition at line 399 of file nlpi_filtersqp.c.

    References a, BMScopyMemoryArray, SCIP_NlpiProblem::evalbuffer, SCIP_NlpiProblem::evalbufsize, NULL, SCIP_NlpiProblem::oracle, SCIP_NlpiProblem::scip, SCIP_OKAY, SCIP_Real, SCIPdebugMsg, SCIPnlpiOracleEvalJacobian(), SCIPnlpiOracleEvalObjectiveGradient(), TRUE, and x.

    ◆ F77_FUNC() [11/12]

    void F77_FUNC ( objgrad  ,
    OBJGRAD   
    )

    Definition at line 455 of file nlpi_filtersqp.c.

    References SCIPerrorMessage.

    ◆ F77_FUNC() [12/12]

    void F77_FUNC ( hessian  ,
    HESSIAN   
    )

    Hessian of the Lagrangian evaluation

    phase = 1 : Hessian of the Lagrangian without objective Hessian

    phase = 2 : Hessian of the Lagrangian (including objective Hessian)

    Note
    If an arithmetic exception occurred, then the Hessian must not be modified. set to 1 if arithmetic exception occurs, otherwise 0

    Definition at line 469 of file nlpi_filtersqp.c.

    References BMSallocMemoryArray, BMScopyMemoryArray, BMSfreeMemoryArray, SCIP_NlpiProblem::evalbuffer, SCIP_NlpiProblem::evalbufsize, FALSE, SCIP_NlpiProblem::hessiannz, NULL, SCIP_NlpiProblem::oracle, SCIP_NlpiProblem::scip, SCIP_OKAY, SCIP_Real, SCIPdebugMsg, SCIPnlpiOracleEvalHessianLag(), TRUE, and x.

    ◆ setupGradients()

    static SCIP_RETCODE setupGradients ( SCIP scip,
    SCIP_NLPIORACLE oracle,
    fint **  la,
    int *  lasize,
    real **  a 
    )
    static
    Parameters
    scipSCIP data structure
    oracleNLPI oracle
    labuffer to store pointer to sparsity structure
    lasizebuffer to store length of *la array
    abuffer to store pointer to value buffer

    Definition at line 528 of file nlpi_filtersqp.c.

    References a, NULL, SCIP_CALL, SCIP_OKAY, SCIPallocBlockMemoryArray, SCIPnlpiOracleGetJacobianRowSparsity(), SCIPnlpiOracleGetNConstraints(), and SCIPnlpiOracleGetNVars().

    Referenced by SCIP_DECL_NLPISOLVE().

    ◆ setupHessian()

    static SCIP_RETCODE setupHessian ( SCIP scip,
    SCIP_NLPIORACLE oracle,
    fint **  la,
    int *  lasize 
    )
    static
    Parameters
    scipSCIP data structure
    oracleNLPI oracle
    labuffer to store pointer to Hessian sparsity structure
    lasizebuffer to store length of *la array

    Definition at line 598 of file nlpi_filtersqp.c.

    References F77_FUNC(), FALSE, NULL, SCIP_CALL, SCIP_OKAY, SCIPallocBlockMemoryArray, SCIPnlpiOracleGetHessianLagSparsity(), and SCIPnlpiOracleGetNVars().

    Referenced by SCIP_DECL_NLPISOLVE().

    ◆ setupStart()

    ◆ invalidateSolution()

    ◆ handleNlpParam()

    static SCIP_RETCODE handleNlpParam ( SCIP scip,
    SCIP_NLPIPROBLEM nlpiproblem,
    const SCIP_NLPPARAM  param 
    )
    static

    store NLP solve parameters in nlpiproblem

    Parameters
    scipSCIP data structure
    nlpiproblemNLP
    paramsolve parameters

    Definition at line 749 of file nlpi_filtersqp.c.

    References SCIP_NlpParam::fastfail, SCIP_NlpiProblem::fmin, SCIP_NlpParam::lobjlimit, SCIP_NlpiProblem::maxtime, NULL, SCIP_OKAY, SCIPdebugMsg, and SCIP_NlpParam::timelimit.

    Referenced by SCIP_DECL_NLPISOLVE().

    ◆ processSolveOutcome()

    static SCIP_RETCODE processSolveOutcome ( SCIP_NLPIDATA nlpidata,
    SCIP_NLPIPROBLEM problem,
    fint  ifail,
    SCIP_Real  feastol,
    SCIP_Real  opttol,
    real x,
    real lam 
    )
    static

    ◆ SCIP_DECL_NLPICOPY()

    static SCIP_DECL_NLPICOPY ( nlpiCopyFilterSQP  )
    static

    copy method of NLP interface (called when SCIP copies plugins)

    Definition at line 927 of file nlpi_filtersqp.c.

    References SCIP_CALL, SCIP_OKAY, and SCIPincludeNlpSolverFilterSQP().

    ◆ SCIP_DECL_NLPIFREE()

    static SCIP_DECL_NLPIFREE ( nlpiFreeFilterSQP  )
    static

    destructor of NLP interface to free nlpi data

    Definition at line 936 of file nlpi_filtersqp.c.

    References NULL, SCIP_OKAY, SCIPfreeBlockMemory, and SCIPfreeRandom().

    ◆ SCIP_DECL_NLPICREATEPROBLEM()

    static SCIP_DECL_NLPICREATEPROBLEM ( nlpiCreateProblemFilterSQP  )
    static

    ◆ SCIP_DECL_NLPIFREEPROBLEM()

    static SCIP_DECL_NLPIFREEPROBLEM ( nlpiFreeProblemFilterSQP  )
    static

    free a problem instance

    Definition at line 976 of file nlpi_filtersqp.c.

    References NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemory, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleFree().

    ◆ SCIP_DECL_NLPIADDVARS()

    ◆ SCIP_DECL_NLPIADDCONSTRAINTS()

    ◆ SCIP_DECL_NLPISETOBJECTIVE()

    static SCIP_DECL_NLPISETOBJECTIVE ( nlpiSetObjectiveFilterSQP  )
    static

    sets or overwrites objective, a minimization problem is expected

    Definition at line 1193 of file nlpi_filtersqp.c.

    References invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleSetObjective().

    ◆ SCIP_DECL_NLPICHGVARBOUNDS()

    static SCIP_DECL_NLPICHGVARBOUNDS ( nlpiChgVarBoundsFilterSQP  )
    static

    change variable bounds

    Definition at line 1214 of file nlpi_filtersqp.c.

    References invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, and SCIPnlpiOracleChgVarBounds().

    ◆ SCIP_DECL_NLPICHGCONSSIDES()

    static SCIP_DECL_NLPICHGCONSSIDES ( nlpiChgConsSidesFilterSQP  )
    static

    change constraint bounds

    Definition at line 1241 of file nlpi_filtersqp.c.

    References invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, SCIPnlpiOracleChgConsSides(), and SCIPnlpiOracleGetNVars().

    ◆ SCIP_DECL_NLPIDELVARSET()

    static SCIP_DECL_NLPIDELVARSET ( nlpiDelVarSetFilterSQP  )
    static

    delete a set of variables

    Definition at line 1271 of file nlpi_filtersqp.c.

    References FALSE, invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleDelVarSet().

    ◆ SCIP_DECL_NLPIDELCONSSET()

    static SCIP_DECL_NLPIDELCONSSET ( nlpiDelConstraintSetFilterSQP  )
    static

    delete a set of constraints

    Definition at line 1301 of file nlpi_filtersqp.c.

    References FALSE, invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleDelConsSet().

    ◆ SCIP_DECL_NLPICHGLINEARCOEFS()

    static SCIP_DECL_NLPICHGLINEARCOEFS ( nlpiChgLinearCoefsFilterSQP  )
    static

    changes (or adds) linear coefficients in a constraint or objective

    Definition at line 1328 of file nlpi_filtersqp.c.

    References invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleChgLinearCoefs().

    ◆ SCIP_DECL_NLPICHGEXPR()

    static SCIP_DECL_NLPICHGEXPR ( nlpiChgExprFilterSQP  )
    static

    replaces the expression of a constraint or objective

    Definition at line 1352 of file nlpi_filtersqp.c.

    References invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleChgExpr().

    ◆ SCIP_DECL_NLPICHGOBJCONSTANT()

    static SCIP_DECL_NLPICHGOBJCONSTANT ( nlpiChgObjConstantFilterSQP  )
    static

    change the constant offset in the objective

    Definition at line 1378 of file nlpi_filtersqp.c.

    References invalidateSolution(), NULL, SCIP_CALL, SCIP_OKAY, and SCIPnlpiOracleChgObjConstant().

    ◆ SCIP_DECL_NLPISETINITIALGUESS()

    static SCIP_DECL_NLPISETINITIALGUESS ( nlpiSetInitialGuessFilterSQP  )
    static

    sets initial guess for primal variables

    Definition at line 1393 of file nlpi_filtersqp.c.

    References BMScopyMemoryArray, NULL, SCIP_CALL, SCIP_OKAY, SCIPallocBlockMemoryArray, SCIPfreeBlockMemoryArrayNull, and SCIPnlpiOracleGetNVars().

    ◆ SCIP_DECL_NLPISOLVE()

    ◆ SCIP_DECL_NLPIGETSOLSTAT()

    static SCIP_DECL_NLPIGETSOLSTAT ( nlpiGetSolstatFilterSQP  )
    static

    gives solution status

    Definition at line 1720 of file nlpi_filtersqp.c.

    References NULL.

    ◆ SCIP_DECL_NLPIGETTERMSTAT()

    static SCIP_DECL_NLPIGETTERMSTAT ( nlpiGetTermstatFilterSQP  )
    static

    gives termination reason

    Definition at line 1729 of file nlpi_filtersqp.c.

    References NULL.

    ◆ SCIP_DECL_NLPIGETSOLUTION()

    static SCIP_DECL_NLPIGETSOLUTION ( nlpiGetSolutionFilterSQP  )
    static

    gives primal and dual solution values

    Definition at line 1738 of file nlpi_filtersqp.c.

    References NULL, SCIP_CALL, SCIP_INVALID, SCIP_OKAY, and SCIPnlpiOracleEvalObjectiveValue().

    ◆ SCIP_DECL_NLPIGETSTATISTICS()

    static SCIP_DECL_NLPIGETSTATISTICS ( nlpiGetStatisticsFilterSQP  )
    static

    gives solve statistics

    Definition at line 1786 of file nlpi_filtersqp.c.

    References NULL, SCIP_OKAY, and SCIPnlpiOracleGetEvalTime().

    Variable Documentation

    ◆ phl

    fint phl

    Definition at line 237 of file nlpi_filtersqp.c.

    ◆ phr

    fint phr

    Definition at line 237 of file nlpi_filtersqp.c.

    ◆ phc

    fint phc

    Definition at line 237 of file nlpi_filtersqp.c.

    ◆ ubd

    real ubd

    Definition at line 244 of file nlpi_filtersqp.c.

    ◆ tt

    real tt

    Definition at line 244 of file nlpi_filtersqp.c.

    ◆ infty

    real infty

    Definition at line 250 of file nlpi_filtersqp.c.

    ◆ eps

    ◆ n_bqpd_calls

    fint n_bqpd_calls

    Definition at line 257 of file nlpi_filtersqp.c.

    ◆ n_bqpd_prfint

    fint n_bqpd_prfint

    Definition at line 257 of file nlpi_filtersqp.c.

    ◆ scale_mode

    fint scale_mode

    Definition at line 266 of file nlpi_filtersqp.c.

    ◆ phe

    fint phe

    Definition at line 266 of file nlpi_filtersqp.c.