lemon-0.x: lemon/lp_cplex.cc@84354c78b068

     1 /* -*- C++ -*-

     2  *

     3  * This file is a part of LEMON, a generic C++ optimization library

     4  *

     5  * Copyright (C) 2003-2008

     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport

     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).

     8  *

     9  * Permission to use, modify and distribute this software is granted

    10  * provided that this copyright notice appears in all copies. For

    11  * precise terms see the accompanying LICENSE file.

    12  *

    13  * This software is provided "AS IS" with no warranty of any kind,

    14  * express or implied, and with no claim as to its suitability for any

    15  * purpose.

    16  *

    17  */

    19 #include <iostream>

    20 #include <vector>

    21 #include<lemon/lp_cplex.h>

    23 ///\file

    24 ///\brief Implementation of the LEMON-CPLEX lp solver interface.

    25 namespace lemon {

    27   LpCplex::LpCplex() {

    28     //    env = CPXopenCPLEXdevelop(&status);

    29     env = CPXopenCPLEX(&status);

    30     lp = CPXcreateprob(env, &status, "LP problem");

    31   }

    33   LpCplex::LpCplex(const LpCplex& cplex) : LpSolverBase() {

    34     env = CPXopenCPLEX(&status);

    35     lp = CPXcloneprob(env, cplex.lp, &status);

    36     rows = cplex.rows;

    37     cols = cplex.cols;

    38   }

    40   LpCplex::~LpCplex() {

    41     CPXfreeprob(env,&lp);

    42     CPXcloseCPLEX(&env);

    43   }

    45   LpSolverBase* LpCplex::_newLp()

    46   {

    47     //The first approach opens a new environment

    48     return new LpCplex();

    49   }

    51   LpSolverBase* LpCplex::_copyLp() {

    52     return new LpCplex(*this);

    53   }

    55   int LpCplex::_addCol()

    56   {

    57     int i = CPXgetnumcols(env, lp);

    58     Value lb[1],ub[1];

    59     lb[0]=-INF;

    60     ub[0]=INF;

    61     status = CPXnewcols(env, lp, 1, NULL, lb, ub, NULL, NULL);

    62     return i;

    63   }

    66   int LpCplex::_addRow()

    67   {

    68     //We want a row that is not constrained

    69     char sense[1];

    70     sense[0]='L';//<= constraint

    71     Value rhs[1];

    72     rhs[0]=INF;

    73     int i = CPXgetnumrows(env, lp);

    74     status = CPXnewrows(env, lp, 1, rhs, sense, NULL, NULL);

    75     return i;

    76   }

    79   void LpCplex::_eraseCol(int i) {

    80     CPXdelcols(env, lp, i, i);

    81   }

    83   void LpCplex::_eraseRow(int i) {

    84     CPXdelrows(env, lp, i, i);

    85   }

    87   void LpCplex::_getColName(int col, std::string &name) const

    88   {

    89     ///\bug Untested

    90     int storespace;

    91     CPXgetcolname(env, lp, 0, 0, 0, &storespace, col, col);

    92     if (storespace == 0) {

    93       name.clear();

    94       return;

    95     }

    97     storespace *= -1;

    98     std::vector<char> buf(storespace);

    99     char *names[1];

   100     int dontcare;

   101     ///\bug return code unchecked for error

   102     CPXgetcolname(env, lp, names, &*buf.begin(), storespace, &dontcare, col, col);

   103     name = names[0];

   104   }

   106   void LpCplex::_setColName(int col, const std::string &name)

   107   {

   108     ///\bug Untested

   109     char *names[1];

   110     names[0] = const_cast<char*>(name.c_str());

   111     ///\bug return code unchecked for error

   112     CPXchgcolname(env, lp, 1, &col, names);

   113   }

   115   int LpCplex::_colByName(const std::string& name) const

   116   {

   117     int index;

   118     if (CPXgetcolindex(env, lp,

   119                        const_cast<char*>(name.c_str()), &index) == 0) {

   120       return index;

   121     }

   122     return -1;

   123   }

   125   ///\warning Data at index 0 is ignored in the arrays.

   126   void LpCplex::_setRowCoeffs(int i, ConstRowIterator b, ConstRowIterator e)

   127   {

   128     std::vector<int> indices;

   129     std::vector<int> rowlist;

   130     std::vector<Value> values;

   132     for(ConstRowIterator it=b; it!=e; ++it) {

   133       indices.push_back(it->first);

   134       values.push_back(it->second);

   135       rowlist.push_back(i);

   136     }

   138     status = CPXchgcoeflist(env, lp, values.size(),

   139 			    &rowlist[0], &indices[0], &values[0]);

   140   }

   142   void LpCplex::_getRowCoeffs(int i, RowIterator b) const {

   143     int tmp1, tmp2, tmp3, length;

   144     CPXgetrows(env, lp, &tmp1, &tmp2, 0, 0, 0, &length, i, i);

   146     length = -length;

   147     std::vector<int> indices(length);

   148     std::vector<double> values(length);

   150     CPXgetrows(env, lp, &tmp1, &tmp2, &indices[0], &values[0],

   151 	       length, &tmp3, i, i);

   153     for (int i = 0; i < length; ++i) {

   154       *b = std::make_pair(indices[i], values[i]);

   155       ++b;

   156     }

   158     /// \todo implement

   159   }

   161   void LpCplex::_setColCoeffs(int i, ConstColIterator b, ConstColIterator e)

   162   {

   163     std::vector<int> indices;

   164     std::vector<int> collist;

   165     std::vector<Value> values;

   167     for(ConstColIterator it=b; it!=e; ++it) {

   168       indices.push_back(it->first);

   169       values.push_back(it->second);

   170       collist.push_back(i);

   171     }

   173     status = CPXchgcoeflist(env, lp, values.size(),

   174 			    &indices[0], &collist[0], &values[0]);

   175   }

   177   void LpCplex::_getColCoeffs(int i, ColIterator b) const {

   179     int tmp1, tmp2, tmp3, length;

   180     CPXgetcols(env, lp, &tmp1, &tmp2, 0, 0, 0, &length, i, i);

   182     length = -length;

   183     std::vector<int> indices(length);

   184     std::vector<double> values(length);

   186     CPXgetcols(env, lp, &tmp1, &tmp2, &indices[0], &values[0],

   187 	       length, &tmp3, i, i);

   189     for (int i = 0; i < length; ++i) {

   190       *b = std::make_pair(indices[i], values[i]);

   191       ++b;

   192     }

   194   }

   196   void LpCplex::_setCoeff(int row, int col, Value value)

   197   {

   198     CPXchgcoef(env, lp, row, col, value);

   199   }

   201   LpCplex::Value LpCplex::_getCoeff(int row, int col) const

   202   {

   203     LpCplex::Value value;

   204     CPXgetcoef(env, lp, row, col, &value);

   205     return value;

   206   }

   208   void LpCplex::_setColLowerBound(int i, Value value)

   209   {

   210     int indices[1];

   211     indices[0]=i;

   212     char lu[1];

   213     lu[0]='L';

   214     Value bd[1];

   215     bd[0]=value;

   216     status = CPXchgbds(env, lp, 1, indices, lu, bd);

   218   }

   220   LpCplex::Value LpCplex::_getColLowerBound(int i) const

   221   {

   222     LpCplex::Value x;

   223     CPXgetlb (env, lp, &x, i, i);

   224     if (x <= -CPX_INFBOUND) x = -INF;

   225     return x;

   226   }

   228   void LpCplex::_setColUpperBound(int i, Value value)

   229   {

   230     int indices[1];

   231     indices[0]=i;

   232     char lu[1];

   233     lu[0]='U';

   234     Value bd[1];

   235     bd[0]=value;

   236     status = CPXchgbds(env, lp, 1, indices, lu, bd);

   237   }

   239   LpCplex::Value LpCplex::_getColUpperBound(int i) const

   240   {

   241     LpCplex::Value x;

   242     CPXgetub (env, lp, &x, i, i);

   243     if (x >= CPX_INFBOUND) x = INF;

   244     return x;

   245   }

   247   //This will be easier to implement

   248   void LpCplex::_setRowBounds(int i, Value lb, Value ub)

   249   {

   250     //Bad parameter

   251     if (lb==INF || ub==-INF) {

   252       //FIXME error

   253     }

   255     int cnt=1;

   256     int indices[1];

   257     indices[0]=i;

   258     char sense[1];

   260     if (lb==-INF){

   261       sense[0]='L';

   262       CPXchgsense(env, lp, cnt, indices, sense);

   263       CPXchgcoef(env, lp, i, -1, ub);

   265     }

   266     else{

   267       if (ub==INF){

   268 	sense[0]='G';

   269 	CPXchgsense(env, lp, cnt, indices, sense);

   270 	CPXchgcoef(env, lp, i, -1, lb);

   271       }

   272       else{

   273 	if (lb == ub){

   274 	  sense[0]='E';

   275 	  CPXchgsense(env, lp, cnt, indices, sense);

   276 	  CPXchgcoef(env, lp, i, -1, lb);

   277 	}

   278 	else{

   279 	  sense[0]='R';

   280 	  CPXchgsense(env, lp, cnt, indices, sense);

   281 	  CPXchgcoef(env, lp, i, -1, lb);

   282 	  CPXchgcoef(env, lp, i, -2, ub-lb);

   283 	}

   284       }

   285     }

   286   }

   288 //   void LpCplex::_setRowLowerBound(int i, Value value)

   289 //   {

   290 //     //Not implemented, obsolete

   291 //   }

   293 //   void LpCplex::_setRowUpperBound(int i, Value value)

   294 //   {

   295 //     //Not implemented, obsolete

   296 // //     //TODO Ezt kell meg megirni

   297 // //     //type of the problem

   298 // //     char sense[1];

   299 // //     status = CPXgetsense(env, lp, sense, i, i);

   300 // //     Value rhs[1];

   301 // //     status = CPXgetrhs(env, lp, rhs, i, i);

   303 // //     switch (sense[0]) {

   304 // //     case 'L'://<= constraint

   305 // //       break;

   306 // //     case 'E'://= constraint

   307 // //       break;

   308 // //     case 'G'://>= constraint

   309 // //       break;

   310 // //     case 'R'://ranged constraint

   311 // //       break;

   312 // //     default: ;

   313 // //       //FIXME error

   314 // //     }

   316 // //     status = CPXchgcoef(env, lp, i, -2, value_rng);

   317 //   }

   319   void LpCplex::_getRowBounds(int i, Value &lb, Value &ub) const

   320   {

   321     char sense;

   322     CPXgetsense(env, lp, &sense,i,i);

   323     lb=-INF;

   324     ub=INF;

   325     switch (sense)

   326       {

   327       case 'L':

   328 	CPXgetcoef(env, lp, i, -1, &ub);

   329 	break;

   330       case 'G':

   331 	CPXgetcoef(env, lp, i, -1, &lb);

   332 	break;

   333       case 'E':

   334 	CPXgetcoef(env, lp, i, -1, &lb);

   335 	ub=lb;

   336 	break;

   337       case 'R':

   338 	CPXgetcoef(env, lp, i, -1, &lb);

   339 	Value x;

   340 	CPXgetcoef(env, lp, i, -2, &x);

   341 	ub=lb+x;

   342 	break;

   343       }

   344   }

   346   void LpCplex::_setObjCoeff(int i, Value obj_coef)

   347   {

   348     CPXchgcoef(env, lp, -1, i, obj_coef);

   349   }

   351   LpCplex::Value LpCplex::_getObjCoeff(int i) const

   352   {

   353     Value x;

   354     CPXgetcoef(env, lp, -1, i, &x);

   355     return x;

   356   }

   358   void LpCplex::_clearObj()

   359   {

   360     for (int i=0;i< CPXgetnumcols(env, lp);++i){

   361       CPXchgcoef(env, lp, -1, i, 0);

   362     }

   364   }

   365   // The routine returns zero unless an error occurred during the

   366   // optimization. Examples of errors include exhausting available

   367   // memory (CPXERR_NO_MEMORY) or encountering invalid data in the

   368   // CPLEX problem object (CPXERR_NO_PROBLEM). Exceeding a

   369   // user-specified CPLEX limit, or proving the model infeasible or

   370   // unbounded, are not considered errors. Note that a zero return

   371   // value does not necessarily mean that a solution exists. Use query

   372   // routines CPXsolninfo, CPXgetstat, and CPXsolution to obtain

   373   // further information about the status of the optimization.

   374   LpCplex::SolveExitStatus LpCplex::_solve()

   375   {

   376     //CPX_PARAM_LPMETHOD

   377     status = CPXlpopt(env, lp);

   378     //status = CPXprimopt(env, lp);

   379 #if CPX_VERSION >= 800

   380     if (status)

   381     {

   382       return UNSOLVED;

   383     }

   384     else

   385     {

   386       switch (CPXgetstat(env, lp))

   387       {

   388         case CPX_STAT_OPTIMAL:

   389         case CPX_STAT_INFEASIBLE:

   390         case CPX_STAT_UNBOUNDED:

   391           return SOLVED;

   392         default:

   393           return UNSOLVED;

   394       }

   395     }

   396 #else

   397     if (status == 0){

   398       //We want to exclude some cases

   399       switch (CPXgetstat(env, lp)){

   400       case CPX_OBJ_LIM:

   401       case CPX_IT_LIM_FEAS:

   402       case CPX_IT_LIM_INFEAS:

   403       case CPX_TIME_LIM_FEAS:

   404       case CPX_TIME_LIM_INFEAS:

   405 	return UNSOLVED;

   406       default:

   407 	return SOLVED;

   408       }

   409     }

   410     else{

   411       return UNSOLVED;

   412     }

   413 #endif

   414   }

   416   LpCplex::Value LpCplex::_getPrimal(int i) const

   417   {

   418     Value x;

   419     CPXgetx(env, lp, &x, i, i);

   420     return x;

   421   }

   423   LpCplex::Value LpCplex::_getDual(int i) const

   424   {

   425     Value y;

   426     CPXgetpi(env, lp, &y, i, i);

   427     return y;

   428   }

   430   LpCplex::Value LpCplex::_getPrimalValue() const

   431   {

   432     Value objval;

   433     //method = CPXgetmethod (env, lp);

   434     //printf("CPXgetprobtype %d \n",CPXgetprobtype(env,lp));

   435     CPXgetobjval(env, lp, &objval);

   436     //printf("Objective value: %g \n",objval);

   437     return objval;

   438   }

   439   bool LpCplex::_isBasicCol(int i) const

   440   {

   441     std::vector<int> cstat(CPXgetnumcols(env, lp));

   442     CPXgetbase(env, lp, &*cstat.begin(), NULL);

   443     return (cstat[i]==CPX_BASIC);

   444   }

   446 //7.5-os cplex statusai (Vigyazat: a 9.0-asei masok!)

   447 // This table lists the statuses, returned by the CPXgetstat() routine, for solutions to LP problems or mixed integer problems. If no solution exists, the return value is zero.

   449 // For Simplex, Barrier

   450 // 1  	CPX_OPTIMAL

   451 // 	 Optimal solution found

   452 // 2  	CPX_INFEASIBLE

   453 // 	 Problem infeasible

   454 // 3    CPX_UNBOUNDED

   455 // 	 Problem unbounded

   456 // 4  	CPX_OBJ_LIM

   457 // 	 Objective limit exceeded in Phase II

   458 // 5  	CPX_IT_LIM_FEAS

   459 // 	 Iteration limit exceeded in Phase II

   460 // 6  	CPX_IT_LIM_INFEAS

   461 // 	 Iteration limit exceeded in Phase I

   462 // 7  	CPX_TIME_LIM_FEAS

   463 // 	 Time limit exceeded in Phase II

   464 // 8  	CPX_TIME_LIM_INFEAS

   465 // 	 Time limit exceeded in Phase I

   466 // 9  	CPX_NUM_BEST_FEAS

   467 // 	 Problem non-optimal, singularities in Phase II

   468 // 10 	CPX_NUM_BEST_INFEAS

   469 // 	 Problem non-optimal, singularities in Phase I

   470 // 11 	CPX_OPTIMAL_INFEAS

   471 // 	 Optimal solution found, unscaled infeasibilities

   472 // 12 	CPX_ABORT_FEAS

   473 // 	 Aborted in Phase II

   474 // 13 	CPX_ABORT_INFEAS

   475 // 	 Aborted in Phase I

   476 // 14  	CPX_ABORT_DUAL_INFEAS

   477 // 	 Aborted in barrier, dual infeasible

   478 // 15  	CPX_ABORT_PRIM_INFEAS

   479 // 	 Aborted in barrier, primal infeasible

   480 // 16  	CPX_ABORT_PRIM_DUAL_INFEAS

   481 // 	 Aborted in barrier, primal and dual infeasible

   482 // 17  	CPX_ABORT_PRIM_DUAL_FEAS

   483 // 	 Aborted in barrier, primal and dual feasible

   484 // 18  	CPX_ABORT_CROSSOVER

   485 // 	 Aborted in crossover

   486 // 19  	CPX_INForUNBD

   487 // 	 Infeasible or unbounded

   488 // 20   CPX_PIVOT

   489 //       User pivot used

   490 //

   491 //     Ezeket hova tegyem:

   492 // ??case CPX_ABORT_DUAL_INFEAS

   493 // ??case CPX_ABORT_CROSSOVER

   494 // ??case CPX_INForUNBD

   495 // ??case CPX_PIVOT

   497 //Some more interesting stuff:

   499 // CPX_PARAM_LPMETHOD  1062  int  LPMETHOD

   500 // 0 Automatic

   501 // 1 Primal Simplex

   502 // 2 Dual Simplex

   503 // 3 Network Simplex

   504 // 4 Standard Barrier

   505 // Default: 0

   506 // Description: Method for linear optimization.

   507 // Determines which algorithm is used when CPXlpopt() (or "optimize" in the Interactive Optimizer) is called. Currently the behavior of the "Automatic" setting is that CPLEX simply invokes the dual simplex method, but this capability may be expanded in the future so that CPLEX chooses the method based on problem characteristics

   508 #if CPX_VERSION < 900

   509   void statusSwitch(CPXENVptr env,int& stat){

   510     int lpmethod;

   511     CPXgetintparam (env,CPX_PARAM_LPMETHOD,&lpmethod);

   512     if (lpmethod==2){

   513       if (stat==CPX_UNBOUNDED){

   514 	stat=CPX_INFEASIBLE;

   515       }

   516       else{

   517 	if (stat==CPX_INFEASIBLE)

   518 	  stat=CPX_UNBOUNDED;

   519       }

   520     }

   521   }

   522 #else

   523   void statusSwitch(CPXENVptr,int&){}

   524 #endif

   526   LpCplex::SolutionStatus LpCplex::_getPrimalStatus() const

   527   {

   528     //Unboundedness not treated well: the following is from cplex 9.0 doc

   529     // About Unboundedness

   531     // The treatment of models that are unbounded involves a few

   532     // subtleties. Specifically, a declaration of unboundedness means that

   533     // ILOG CPLEX has determined that the model has an unbounded

   534     // ray. Given any feasible solution x with objective z, a multiple of

   535     // the unbounded ray can be added to x to give a feasible solution

   536     // with objective z-1 (or z+1 for maximization models). Thus, if a

   537     // feasible solution exists, then the optimal objective is

   538     // unbounded. Note that ILOG CPLEX has not necessarily concluded that

   539     // a feasible solution exists. Users can call the routine CPXsolninfo

   540     // to determine whether ILOG CPLEX has also concluded that the model

   541     // has a feasible solution.

   543     int stat = CPXgetstat(env, lp);

   544 #if CPX_VERSION >= 800

   545     switch (stat)

   546     {

   547       case CPX_STAT_OPTIMAL:

   548         return OPTIMAL;

   549       case CPX_STAT_UNBOUNDED:

   550         return INFINITE;

   551       case CPX_STAT_INFEASIBLE:

   552         return INFEASIBLE;

   553       default:

   554         return UNDEFINED;

   555     }

   556 #else

   557     statusSwitch(env,stat);

   558     //CPXgetstat(env, lp);

   559     //printf("A primal status: %d, CPX_OPTIMAL=%d \n",stat,CPX_OPTIMAL);

   560     switch (stat) {

   561     case 0:

   562       return UNDEFINED; //Undefined

   563     case CPX_OPTIMAL://Optimal

   564       return OPTIMAL;

   565     case CPX_UNBOUNDED://Unbounded

   566       return INFEASIBLE;//In case of dual simplex

   567       //return INFINITE;

   568     case CPX_INFEASIBLE://Infeasible

   569  //    case CPX_IT_LIM_INFEAS:

   570 //     case CPX_TIME_LIM_INFEAS:

   571 //     case CPX_NUM_BEST_INFEAS:

   572 //     case CPX_OPTIMAL_INFEAS:

   573 //     case CPX_ABORT_INFEAS:

   574 //     case CPX_ABORT_PRIM_INFEAS:

   575 //     case CPX_ABORT_PRIM_DUAL_INFEAS:

   576       return INFINITE;//In case of dual simplex

   577       //return INFEASIBLE;

   578 //     case CPX_OBJ_LIM:

   579 //     case CPX_IT_LIM_FEAS:

   580 //     case CPX_TIME_LIM_FEAS:

   581 //     case CPX_NUM_BEST_FEAS:

   582 //     case CPX_ABORT_FEAS:

   583 //     case CPX_ABORT_PRIM_DUAL_FEAS:

   584 //       return FEASIBLE;

   585     default:

   586       return UNDEFINED; //Everything else comes here

   587       //FIXME error

   588     }

   589 #endif

   590   }

   592 //9.0-as cplex verzio statusai

   593 // CPX_STAT_ABORT_DUAL_OBJ_LIM

   594 // CPX_STAT_ABORT_IT_LIM

   595 // CPX_STAT_ABORT_OBJ_LIM

   596 // CPX_STAT_ABORT_PRIM_OBJ_LIM

   597 // CPX_STAT_ABORT_TIME_LIM

   598 // CPX_STAT_ABORT_USER

   599 // CPX_STAT_FEASIBLE_RELAXED

   600 // CPX_STAT_INFEASIBLE

   601 // CPX_STAT_INForUNBD

   602 // CPX_STAT_NUM_BEST

   603 // CPX_STAT_OPTIMAL

   604 // CPX_STAT_OPTIMAL_FACE_UNBOUNDED

   605 // CPX_STAT_OPTIMAL_INFEAS

   606 // CPX_STAT_OPTIMAL_RELAXED

   607 // CPX_STAT_UNBOUNDED

   609   LpCplex::SolutionStatus LpCplex::_getDualStatus() const

   610   {

   611     int stat = CPXgetstat(env, lp);

   612 #if CPX_VERSION >= 800

   613     switch (stat)

   614     {

   615       case CPX_STAT_OPTIMAL:

   616         return OPTIMAL;

   617       case CPX_STAT_UNBOUNDED:

   618         return INFEASIBLE;

   619       default:

   620         return UNDEFINED;

   621     }

   622 #else

   623     statusSwitch(env,stat);

   624     switch (stat) {

   625     case 0:

   626       return UNDEFINED; //Undefined

   627     case CPX_OPTIMAL://Optimal

   628       return OPTIMAL;

   629     case CPX_UNBOUNDED:

   630      return INFEASIBLE;

   631     default:

   632       return UNDEFINED; //Everything else comes here

   633       //FIXME error

   634     }

   635 #endif

   636   }

   638   LpCplex::ProblemTypes LpCplex::_getProblemType() const

   639   {

   640     int stat = CPXgetstat(env, lp);

   641 #if CPX_VERSION >= 800

   642     switch (stat)

   643     {

   644       case CPX_STAT_OPTIMAL:

   645 	return PRIMAL_DUAL_FEASIBLE;

   646       case CPX_STAT_UNBOUNDED:

   647  	return PRIMAL_FEASIBLE_DUAL_INFEASIBLE;

   648       default:

   649         return UNKNOWN;

   650     }

   651 #else

   652     switch (stat) {

   653     case CPX_OPTIMAL://Optimal

   654 	return PRIMAL_DUAL_FEASIBLE;

   655     case CPX_UNBOUNDED:

   656  	return PRIMAL_FEASIBLE_DUAL_INFEASIBLE;

   657 // 	return PRIMAL_INFEASIBLE_DUAL_FEASIBLE;

   658 // 	return PRIMAL_DUAL_INFEASIBLE;

   660 //Seems to be that this is all we can say for sure

   661     default:

   662 	//In all other cases

   663 	return UNKNOWN;

   664       //FIXME error

   665     }

   666 #endif

   667   }

   669   void LpCplex::_setMax()

   670   {

   671     CPXchgobjsen(env, lp, CPX_MAX);

   672    }

   673   void LpCplex::_setMin()

   674   {

   675     CPXchgobjsen(env, lp, CPX_MIN);

   676    }

   678   bool LpCplex::_isMax() const

   679   {

   680     if (CPXgetobjsen(env, lp)==CPX_MAX)

   681       return true;

   682     else

   683       return false;

   684   }

   686 } //namespace lemon

author	kpeter
	Thu, 13 Nov 2008 15:29:04 +0000
changeset 2629	84354c78b068
parent 2591	3b4d5bc3b4fb
permissions	-rw-r--r--