lemon/lp_cplex.cc
changeset 458 7afc121e0689
child 459 ed54c0d13df0
     1.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.2 +++ b/lemon/lp_cplex.cc	Tue Dec 02 21:40:33 2008 +0100
     1.3 @@ -0,0 +1,699 @@
     1.4 +/* -*- mode: C++; indent-tabs-mode: nil; -*-
     1.5 + *
     1.6 + * This file is a part of LEMON, a generic C++ optimization library.
     1.7 + *
     1.8 + * Copyright (C) 2003-2008
     1.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
    1.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
    1.11 + *
    1.12 + * Permission to use, modify and distribute this software is granted
    1.13 + * provided that this copyright notice appears in all copies. For
    1.14 + * precise terms see the accompanying LICENSE file.
    1.15 + *
    1.16 + * This software is provided "AS IS" with no warranty of any kind,
    1.17 + * express or implied, and with no claim as to its suitability for any
    1.18 + * purpose.
    1.19 + *
    1.20 + */
    1.21 +
    1.22 +#include <iostream>
    1.23 +#include <vector>
    1.24 +#include <lemon/lp_cplex.h>
    1.25 +
    1.26 +extern "C" {
    1.27 +#include <ilcplex/cplex.h>
    1.28 +}
    1.29 +
    1.30 +
    1.31 +///\file
    1.32 +///\brief Implementation of the LEMON-CPLEX lp solver interface.
    1.33 +namespace lemon {
    1.34 +
    1.35 +  LpCplex::LpCplex() {
    1.36 +    //    env = CPXopenCPLEXdevelop(&status);
    1.37 +    env = CPXopenCPLEX(&status);
    1.38 +    lp = CPXcreateprob(env, &status, "LP problem");
    1.39 +  }
    1.40 +
    1.41 +  LpCplex::LpCplex(const LpCplex& cplex) : LpSolverBase() {
    1.42 +    env = CPXopenCPLEX(&status);
    1.43 +    lp = CPXcloneprob(env, cplex.lp, &status);
    1.44 +    rows = cplex.rows;
    1.45 +    cols = cplex.cols;
    1.46 +  }
    1.47 +
    1.48 +  LpCplex::~LpCplex() {
    1.49 +    CPXfreeprob(env,&lp);
    1.50 +    CPXcloseCPLEX(&env);
    1.51 +  }
    1.52 +
    1.53 +  LpSolverBase* LpCplex::_newLp()
    1.54 +  {
    1.55 +    //The first approach opens a new environment
    1.56 +    return new LpCplex();
    1.57 +  }
    1.58 +
    1.59 +  LpSolverBase* LpCplex::_copyLp() {
    1.60 +    return new LpCplex(*this);
    1.61 +  }
    1.62 +
    1.63 +  int LpCplex::_addCol()
    1.64 +  {
    1.65 +    int i = CPXgetnumcols(env, lp);
    1.66 +    Value lb[1],ub[1];
    1.67 +    lb[0]=-INF;
    1.68 +    ub[0]=INF;
    1.69 +    status = CPXnewcols(env, lp, 1, NULL, lb, ub, NULL, NULL);
    1.70 +    return i;
    1.71 +  }
    1.72 +
    1.73 +
    1.74 +  int LpCplex::_addRow()
    1.75 +  {
    1.76 +    //We want a row that is not constrained
    1.77 +    char sense[1];
    1.78 +    sense[0]='L';//<= constraint
    1.79 +    Value rhs[1];
    1.80 +    rhs[0]=INF;
    1.81 +    int i = CPXgetnumrows(env, lp);
    1.82 +    status = CPXnewrows(env, lp, 1, rhs, sense, NULL, NULL);
    1.83 +    return i;
    1.84 +  }
    1.85 +
    1.86 +
    1.87 +  void LpCplex::_eraseCol(int i) {
    1.88 +    CPXdelcols(env, lp, i, i);
    1.89 +  }
    1.90 +
    1.91 +  void LpCplex::_eraseRow(int i) {
    1.92 +    CPXdelrows(env, lp, i, i);
    1.93 +  }
    1.94 +
    1.95 +  void LpCplex::_getColName(int col, std::string &name) const
    1.96 +  {
    1.97 +    ///\bug Untested
    1.98 +    int storespace;
    1.99 +    CPXgetcolname(env, lp, 0, 0, 0, &storespace, col, col);
   1.100 +    if (storespace == 0) {
   1.101 +      name.clear();
   1.102 +      return;
   1.103 +    }
   1.104 +
   1.105 +    storespace *= -1;
   1.106 +    std::vector<char> buf(storespace);
   1.107 +    char *names[1];
   1.108 +    int dontcare;
   1.109 +    ///\bug return code unchecked for error
   1.110 +    CPXgetcolname(env, lp, names, &*buf.begin(), storespace,
   1.111 +                  &dontcare, col, col);
   1.112 +    name = names[0];
   1.113 +  }
   1.114 +
   1.115 +  void LpCplex::_setColName(int col, const std::string &name)
   1.116 +  {
   1.117 +    ///\bug Untested
   1.118 +    char *names[1];
   1.119 +    names[0] = const_cast<char*>(name.c_str());
   1.120 +    ///\bug return code unchecked for error
   1.121 +    CPXchgcolname(env, lp, 1, &col, names);
   1.122 +  }
   1.123 +
   1.124 +  int LpCplex::_colByName(const std::string& name) const
   1.125 +  {
   1.126 +    int index;
   1.127 +    if (CPXgetcolindex(env, lp,
   1.128 +                       const_cast<char*>(name.c_str()), &index) == 0) {
   1.129 +      return index;
   1.130 +    }
   1.131 +    return -1;
   1.132 +  }
   1.133 +
   1.134 +  ///\warning Data at index 0 is ignored in the arrays.
   1.135 +  void LpCplex::_setRowCoeffs(int i, ConstRowIterator b, ConstRowIterator e)
   1.136 +  {
   1.137 +    std::vector<int> indices;
   1.138 +    std::vector<int> rowlist;
   1.139 +    std::vector<Value> values;
   1.140 +
   1.141 +    for(ConstRowIterator it=b; it!=e; ++it) {
   1.142 +      indices.push_back(it->first);
   1.143 +      values.push_back(it->second);
   1.144 +      rowlist.push_back(i);
   1.145 +    }
   1.146 +
   1.147 +    status = CPXchgcoeflist(env, lp, values.size(),
   1.148 +                            &rowlist[0], &indices[0], &values[0]);
   1.149 +  }
   1.150 +
   1.151 +  void LpCplex::_getRowCoeffs(int i, RowIterator b) const {
   1.152 +    int tmp1, tmp2, tmp3, length;
   1.153 +    CPXgetrows(env, lp, &tmp1, &tmp2, 0, 0, 0, &length, i, i);
   1.154 +
   1.155 +    length = -length;
   1.156 +    std::vector<int> indices(length);
   1.157 +    std::vector<double> values(length);
   1.158 +
   1.159 +    CPXgetrows(env, lp, &tmp1, &tmp2, &indices[0], &values[0],
   1.160 +               length, &tmp3, i, i);
   1.161 +
   1.162 +    for (int i = 0; i < length; ++i) {
   1.163 +      *b = std::make_pair(indices[i], values[i]);
   1.164 +      ++b;
   1.165 +    }
   1.166 +
   1.167 +    /// \todo implement
   1.168 +  }
   1.169 +
   1.170 +  void LpCplex::_setColCoeffs(int i, ConstColIterator b, ConstColIterator e)
   1.171 +  {
   1.172 +    std::vector<int> indices;
   1.173 +    std::vector<int> collist;
   1.174 +    std::vector<Value> values;
   1.175 +
   1.176 +    for(ConstColIterator it=b; it!=e; ++it) {
   1.177 +      indices.push_back(it->first);
   1.178 +      values.push_back(it->second);
   1.179 +      collist.push_back(i);
   1.180 +    }
   1.181 +
   1.182 +    status = CPXchgcoeflist(env, lp, values.size(),
   1.183 +                            &indices[0], &collist[0], &values[0]);
   1.184 +  }
   1.185 +
   1.186 +  void LpCplex::_getColCoeffs(int i, ColIterator b) const {
   1.187 +
   1.188 +    int tmp1, tmp2, tmp3, length;
   1.189 +    CPXgetcols(env, lp, &tmp1, &tmp2, 0, 0, 0, &length, i, i);
   1.190 +
   1.191 +    length = -length;
   1.192 +    std::vector<int> indices(length);
   1.193 +    std::vector<double> values(length);
   1.194 +
   1.195 +    CPXgetcols(env, lp, &tmp1, &tmp2, &indices[0], &values[0],
   1.196 +               length, &tmp3, i, i);
   1.197 +
   1.198 +    for (int i = 0; i < length; ++i) {
   1.199 +      *b = std::make_pair(indices[i], values[i]);
   1.200 +      ++b;
   1.201 +    }
   1.202 +
   1.203 +  }
   1.204 +
   1.205 +  void LpCplex::_setCoeff(int row, int col, Value value)
   1.206 +  {
   1.207 +    CPXchgcoef(env, lp, row, col, value);
   1.208 +  }
   1.209 +
   1.210 +  LpCplex::Value LpCplex::_getCoeff(int row, int col) const
   1.211 +  {
   1.212 +    LpCplex::Value value;
   1.213 +    CPXgetcoef(env, lp, row, col, &value);
   1.214 +    return value;
   1.215 +  }
   1.216 +
   1.217 +  void LpCplex::_setColLowerBound(int i, Value value)
   1.218 +  {
   1.219 +    int indices[1];
   1.220 +    indices[0]=i;
   1.221 +    char lu[1];
   1.222 +    lu[0]='L';
   1.223 +    Value bd[1];
   1.224 +    bd[0]=value;
   1.225 +    status = CPXchgbds(env, lp, 1, indices, lu, bd);
   1.226 +
   1.227 +  }
   1.228 +
   1.229 +  LpCplex::Value LpCplex::_getColLowerBound(int i) const
   1.230 +  {
   1.231 +    LpCplex::Value x;
   1.232 +    CPXgetlb (env, lp, &x, i, i);
   1.233 +    if (x <= -CPX_INFBOUND) x = -INF;
   1.234 +    return x;
   1.235 +  }
   1.236 +
   1.237 +  void LpCplex::_setColUpperBound(int i, Value value)
   1.238 +  {
   1.239 +    int indices[1];
   1.240 +    indices[0]=i;
   1.241 +    char lu[1];
   1.242 +    lu[0]='U';
   1.243 +    Value bd[1];
   1.244 +    bd[0]=value;
   1.245 +    status = CPXchgbds(env, lp, 1, indices, lu, bd);
   1.246 +  }
   1.247 +
   1.248 +  LpCplex::Value LpCplex::_getColUpperBound(int i) const
   1.249 +  {
   1.250 +    LpCplex::Value x;
   1.251 +    CPXgetub (env, lp, &x, i, i);
   1.252 +    if (x >= CPX_INFBOUND) x = INF;
   1.253 +    return x;
   1.254 +  }
   1.255 +
   1.256 +  //This will be easier to implement
   1.257 +  void LpCplex::_setRowBounds(int i, Value lb, Value ub)
   1.258 +  {
   1.259 +    //Bad parameter
   1.260 +    if (lb==INF || ub==-INF) {
   1.261 +      //FIXME error
   1.262 +    }
   1.263 +
   1.264 +    int cnt=1;
   1.265 +    int indices[1];
   1.266 +    indices[0]=i;
   1.267 +    char sense[1];
   1.268 +
   1.269 +    if (lb==-INF){
   1.270 +      sense[0]='L';
   1.271 +      CPXchgsense(env, lp, cnt, indices, sense);
   1.272 +      CPXchgcoef(env, lp, i, -1, ub);
   1.273 +
   1.274 +    }
   1.275 +    else{
   1.276 +      if (ub==INF){
   1.277 +        sense[0]='G';
   1.278 +        CPXchgsense(env, lp, cnt, indices, sense);
   1.279 +        CPXchgcoef(env, lp, i, -1, lb);
   1.280 +      }
   1.281 +      else{
   1.282 +        if (lb == ub){
   1.283 +          sense[0]='E';
   1.284 +          CPXchgsense(env, lp, cnt, indices, sense);
   1.285 +          CPXchgcoef(env, lp, i, -1, lb);
   1.286 +        }
   1.287 +        else{
   1.288 +          sense[0]='R';
   1.289 +          CPXchgsense(env, lp, cnt, indices, sense);
   1.290 +          CPXchgcoef(env, lp, i, -1, lb);
   1.291 +          CPXchgcoef(env, lp, i, -2, ub-lb);
   1.292 +        }
   1.293 +      }
   1.294 +    }
   1.295 +  }
   1.296 +
   1.297 +//   void LpCplex::_setRowLowerBound(int i, Value value)
   1.298 +//   {
   1.299 +//     //Not implemented, obsolete
   1.300 +//   }
   1.301 +
   1.302 +//   void LpCplex::_setRowUpperBound(int i, Value value)
   1.303 +//   {
   1.304 +//     //Not implemented, obsolete
   1.305 +// //     //TODO Ezt kell meg megirni
   1.306 +// //     //type of the problem
   1.307 +// //     char sense[1];
   1.308 +// //     status = CPXgetsense(env, lp, sense, i, i);
   1.309 +// //     Value rhs[1];
   1.310 +// //     status = CPXgetrhs(env, lp, rhs, i, i);
   1.311 +
   1.312 +// //     switch (sense[0]) {
   1.313 +// //     case 'L'://<= constraint
   1.314 +// //       break;
   1.315 +// //     case 'E'://= constraint
   1.316 +// //       break;
   1.317 +// //     case 'G'://>= constraint
   1.318 +// //       break;
   1.319 +// //     case 'R'://ranged constraint
   1.320 +// //       break;
   1.321 +// //     default: ;
   1.322 +// //       //FIXME error
   1.323 +// //     }
   1.324 +
   1.325 +// //     status = CPXchgcoef(env, lp, i, -2, value_rng);
   1.326 +//   }
   1.327 +
   1.328 +  void LpCplex::_getRowBounds(int i, Value &lb, Value &ub) const
   1.329 +  {
   1.330 +    char sense;
   1.331 +    CPXgetsense(env, lp, &sense,i,i);
   1.332 +    lb=-INF;
   1.333 +    ub=INF;
   1.334 +    switch (sense)
   1.335 +      {
   1.336 +      case 'L':
   1.337 +        CPXgetcoef(env, lp, i, -1, &ub);
   1.338 +        break;
   1.339 +      case 'G':
   1.340 +        CPXgetcoef(env, lp, i, -1, &lb);
   1.341 +        break;
   1.342 +      case 'E':
   1.343 +        CPXgetcoef(env, lp, i, -1, &lb);
   1.344 +        ub=lb;
   1.345 +        break;
   1.346 +      case 'R':
   1.347 +        CPXgetcoef(env, lp, i, -1, &lb);
   1.348 +        Value x;
   1.349 +        CPXgetcoef(env, lp, i, -2, &x);
   1.350 +        ub=lb+x;
   1.351 +        break;
   1.352 +      }
   1.353 +  }
   1.354 +
   1.355 +  void LpCplex::_setObjCoeff(int i, Value obj_coef)
   1.356 +  {
   1.357 +    CPXchgcoef(env, lp, -1, i, obj_coef);
   1.358 +  }
   1.359 +
   1.360 +  LpCplex::Value LpCplex::_getObjCoeff(int i) const
   1.361 +  {
   1.362 +    Value x;
   1.363 +    CPXgetcoef(env, lp, -1, i, &x);
   1.364 +    return x;
   1.365 +  }
   1.366 +
   1.367 +  void LpCplex::_clearObj()
   1.368 +  {
   1.369 +    for (int i=0;i< CPXgetnumcols(env, lp);++i){
   1.370 +      CPXchgcoef(env, lp, -1, i, 0);
   1.371 +    }
   1.372 +
   1.373 +  }
   1.374 +  // The routine returns zero unless an error occurred during the
   1.375 +  // optimization. Examples of errors include exhausting available
   1.376 +  // memory (CPXERR_NO_MEMORY) or encountering invalid data in the
   1.377 +  // CPLEX problem object (CPXERR_NO_PROBLEM). Exceeding a
   1.378 +  // user-specified CPLEX limit, or proving the model infeasible or
   1.379 +  // unbounded, are not considered errors. Note that a zero return
   1.380 +  // value does not necessarily mean that a solution exists. Use query
   1.381 +  // routines CPXsolninfo, CPXgetstat, and CPXsolution to obtain
   1.382 +  // further information about the status of the optimization.
   1.383 +  LpCplex::SolveExitStatus LpCplex::_solve()
   1.384 +  {
   1.385 +    //CPX_PARAM_LPMETHOD
   1.386 +    status = CPXlpopt(env, lp);
   1.387 +    //status = CPXprimopt(env, lp);
   1.388 +#if CPX_VERSION >= 800
   1.389 +    if (status)
   1.390 +    {
   1.391 +      return UNSOLVED;
   1.392 +    }
   1.393 +    else
   1.394 +    {
   1.395 +      switch (CPXgetstat(env, lp))
   1.396 +      {
   1.397 +        case CPX_STAT_OPTIMAL:
   1.398 +        case CPX_STAT_INFEASIBLE:
   1.399 +        case CPX_STAT_UNBOUNDED:
   1.400 +          return SOLVED;
   1.401 +        default:
   1.402 +          return UNSOLVED;
   1.403 +      }
   1.404 +    }
   1.405 +#else
   1.406 +    if (status == 0){
   1.407 +      //We want to exclude some cases
   1.408 +      switch (CPXgetstat(env, lp)){
   1.409 +      case CPX_OBJ_LIM:
   1.410 +      case CPX_IT_LIM_FEAS:
   1.411 +      case CPX_IT_LIM_INFEAS:
   1.412 +      case CPX_TIME_LIM_FEAS:
   1.413 +      case CPX_TIME_LIM_INFEAS:
   1.414 +        return UNSOLVED;
   1.415 +      default:
   1.416 +        return SOLVED;
   1.417 +      }
   1.418 +    }
   1.419 +    else{
   1.420 +      return UNSOLVED;
   1.421 +    }
   1.422 +#endif
   1.423 +  }
   1.424 +
   1.425 +  LpCplex::Value LpCplex::_getPrimal(int i) const
   1.426 +  {
   1.427 +    Value x;
   1.428 +    CPXgetx(env, lp, &x, i, i);
   1.429 +    return x;
   1.430 +  }
   1.431 +
   1.432 +  LpCplex::Value LpCplex::_getDual(int i) const
   1.433 +  {
   1.434 +    Value y;
   1.435 +    CPXgetpi(env, lp, &y, i, i);
   1.436 +    return y;
   1.437 +  }
   1.438 +
   1.439 +  LpCplex::Value LpCplex::_getPrimalValue() const
   1.440 +  {
   1.441 +    Value objval;
   1.442 +    //method = CPXgetmethod (env, lp);
   1.443 +    //printf("CPXgetprobtype %d \n",CPXgetprobtype(env,lp));
   1.444 +    CPXgetobjval(env, lp, &objval);
   1.445 +    //printf("Objective value: %g \n",objval);
   1.446 +    return objval;
   1.447 +  }
   1.448 +  bool LpCplex::_isBasicCol(int i) const
   1.449 +  {
   1.450 +    std::vector<int> cstat(CPXgetnumcols(env, lp));
   1.451 +    CPXgetbase(env, lp, &*cstat.begin(), NULL);
   1.452 +    return (cstat[i]==CPX_BASIC);
   1.453 +  }
   1.454 +
   1.455 +//7.5-os cplex statusai (Vigyazat: a 9.0-asei masok!)
   1.456 +// This table lists the statuses, returned by the CPXgetstat()
   1.457 +// routine, for solutions to LP problems or mixed integer problems. If
   1.458 +// no solution exists, the return value is zero.
   1.459 +
   1.460 +// For Simplex, Barrier
   1.461 +// 1          CPX_OPTIMAL
   1.462 +//          Optimal solution found
   1.463 +// 2          CPX_INFEASIBLE
   1.464 +//          Problem infeasible
   1.465 +// 3    CPX_UNBOUNDED
   1.466 +//          Problem unbounded
   1.467 +// 4          CPX_OBJ_LIM
   1.468 +//          Objective limit exceeded in Phase II
   1.469 +// 5          CPX_IT_LIM_FEAS
   1.470 +//          Iteration limit exceeded in Phase II
   1.471 +// 6          CPX_IT_LIM_INFEAS
   1.472 +//          Iteration limit exceeded in Phase I
   1.473 +// 7          CPX_TIME_LIM_FEAS
   1.474 +//          Time limit exceeded in Phase II
   1.475 +// 8          CPX_TIME_LIM_INFEAS
   1.476 +//          Time limit exceeded in Phase I
   1.477 +// 9          CPX_NUM_BEST_FEAS
   1.478 +//          Problem non-optimal, singularities in Phase II
   1.479 +// 10         CPX_NUM_BEST_INFEAS
   1.480 +//          Problem non-optimal, singularities in Phase I
   1.481 +// 11         CPX_OPTIMAL_INFEAS
   1.482 +//          Optimal solution found, unscaled infeasibilities
   1.483 +// 12         CPX_ABORT_FEAS
   1.484 +//          Aborted in Phase II
   1.485 +// 13         CPX_ABORT_INFEAS
   1.486 +//          Aborted in Phase I
   1.487 +// 14          CPX_ABORT_DUAL_INFEAS
   1.488 +//          Aborted in barrier, dual infeasible
   1.489 +// 15          CPX_ABORT_PRIM_INFEAS
   1.490 +//          Aborted in barrier, primal infeasible
   1.491 +// 16          CPX_ABORT_PRIM_DUAL_INFEAS
   1.492 +//          Aborted in barrier, primal and dual infeasible
   1.493 +// 17          CPX_ABORT_PRIM_DUAL_FEAS
   1.494 +//          Aborted in barrier, primal and dual feasible
   1.495 +// 18          CPX_ABORT_CROSSOVER
   1.496 +//          Aborted in crossover
   1.497 +// 19          CPX_INForUNBD
   1.498 +//          Infeasible or unbounded
   1.499 +// 20   CPX_PIVOT
   1.500 +//       User pivot used
   1.501 +//
   1.502 +//     Ezeket hova tegyem:
   1.503 +// ??case CPX_ABORT_DUAL_INFEAS
   1.504 +// ??case CPX_ABORT_CROSSOVER
   1.505 +// ??case CPX_INForUNBD
   1.506 +// ??case CPX_PIVOT
   1.507 +
   1.508 +//Some more interesting stuff:
   1.509 +
   1.510 +// CPX_PARAM_LPMETHOD  1062  int  LPMETHOD
   1.511 +// 0 Automatic
   1.512 +// 1 Primal Simplex
   1.513 +// 2 Dual Simplex
   1.514 +// 3 Network Simplex
   1.515 +// 4 Standard Barrier
   1.516 +// Default: 0
   1.517 +// Description: Method for linear optimization.
   1.518 +// Determines which algorithm is used when CPXlpopt() (or "optimize"
   1.519 +// in the Interactive Optimizer) is called. Currently the behavior of
   1.520 +// the "Automatic" setting is that CPLEX simply invokes the dual
   1.521 +// simplex method, but this capability may be expanded in the future
   1.522 +// so that CPLEX chooses the method based on problem characteristics
   1.523 +#if CPX_VERSION < 900
   1.524 +  void statusSwitch(CPXENVptr env,int& stat){
   1.525 +    int lpmethod;
   1.526 +    CPXgetintparam (env,CPX_PARAM_LPMETHOD,&lpmethod);
   1.527 +    if (lpmethod==2){
   1.528 +      if (stat==CPX_UNBOUNDED){
   1.529 +        stat=CPX_INFEASIBLE;
   1.530 +      }
   1.531 +      else{
   1.532 +        if (stat==CPX_INFEASIBLE)
   1.533 +          stat=CPX_UNBOUNDED;
   1.534 +      }
   1.535 +    }
   1.536 +  }
   1.537 +#else
   1.538 +  void statusSwitch(CPXENVptr,int&){}
   1.539 +#endif
   1.540 +
   1.541 +  LpCplex::SolutionStatus LpCplex::_getPrimalStatus() const
   1.542 +  {
   1.543 +    //Unboundedness not treated well: the following is from cplex 9.0 doc
   1.544 +    // About Unboundedness
   1.545 +
   1.546 +    // The treatment of models that are unbounded involves a few
   1.547 +    // subtleties. Specifically, a declaration of unboundedness means that
   1.548 +    // ILOG CPLEX has determined that the model has an unbounded
   1.549 +    // ray. Given any feasible solution x with objective z, a multiple of
   1.550 +    // the unbounded ray can be added to x to give a feasible solution
   1.551 +    // with objective z-1 (or z+1 for maximization models). Thus, if a
   1.552 +    // feasible solution exists, then the optimal objective is
   1.553 +    // unbounded. Note that ILOG CPLEX has not necessarily concluded that
   1.554 +    // a feasible solution exists. Users can call the routine CPXsolninfo
   1.555 +    // to determine whether ILOG CPLEX has also concluded that the model
   1.556 +    // has a feasible solution.
   1.557 +
   1.558 +    int stat = CPXgetstat(env, lp);
   1.559 +#if CPX_VERSION >= 800
   1.560 +    switch (stat)
   1.561 +    {
   1.562 +      case CPX_STAT_OPTIMAL:
   1.563 +        return OPTIMAL;
   1.564 +      case CPX_STAT_UNBOUNDED:
   1.565 +        return INFINITE;
   1.566 +      case CPX_STAT_INFEASIBLE:
   1.567 +        return INFEASIBLE;
   1.568 +      default:
   1.569 +        return UNDEFINED;
   1.570 +    }
   1.571 +#else
   1.572 +    statusSwitch(env,stat);
   1.573 +    //CPXgetstat(env, lp);
   1.574 +    //printf("A primal status: %d, CPX_OPTIMAL=%d \n",stat,CPX_OPTIMAL);
   1.575 +    switch (stat) {
   1.576 +    case 0:
   1.577 +      return UNDEFINED; //Undefined
   1.578 +    case CPX_OPTIMAL://Optimal
   1.579 +      return OPTIMAL;
   1.580 +    case CPX_UNBOUNDED://Unbounded
   1.581 +      return INFEASIBLE;//In case of dual simplex
   1.582 +      //return INFINITE;
   1.583 +    case CPX_INFEASIBLE://Infeasible
   1.584 + //    case CPX_IT_LIM_INFEAS:
   1.585 +//     case CPX_TIME_LIM_INFEAS:
   1.586 +//     case CPX_NUM_BEST_INFEAS:
   1.587 +//     case CPX_OPTIMAL_INFEAS:
   1.588 +//     case CPX_ABORT_INFEAS:
   1.589 +//     case CPX_ABORT_PRIM_INFEAS:
   1.590 +//     case CPX_ABORT_PRIM_DUAL_INFEAS:
   1.591 +      return INFINITE;//In case of dual simplex
   1.592 +      //return INFEASIBLE;
   1.593 +//     case CPX_OBJ_LIM:
   1.594 +//     case CPX_IT_LIM_FEAS:
   1.595 +//     case CPX_TIME_LIM_FEAS:
   1.596 +//     case CPX_NUM_BEST_FEAS:
   1.597 +//     case CPX_ABORT_FEAS:
   1.598 +//     case CPX_ABORT_PRIM_DUAL_FEAS:
   1.599 +//       return FEASIBLE;
   1.600 +    default:
   1.601 +      return UNDEFINED; //Everything else comes here
   1.602 +      //FIXME error
   1.603 +    }
   1.604 +#endif
   1.605 +  }
   1.606 +
   1.607 +//9.0-as cplex verzio statusai
   1.608 +// CPX_STAT_ABORT_DUAL_OBJ_LIM
   1.609 +// CPX_STAT_ABORT_IT_LIM
   1.610 +// CPX_STAT_ABORT_OBJ_LIM
   1.611 +// CPX_STAT_ABORT_PRIM_OBJ_LIM
   1.612 +// CPX_STAT_ABORT_TIME_LIM
   1.613 +// CPX_STAT_ABORT_USER
   1.614 +// CPX_STAT_FEASIBLE_RELAXED
   1.615 +// CPX_STAT_INFEASIBLE
   1.616 +// CPX_STAT_INForUNBD
   1.617 +// CPX_STAT_NUM_BEST
   1.618 +// CPX_STAT_OPTIMAL
   1.619 +// CPX_STAT_OPTIMAL_FACE_UNBOUNDED
   1.620 +// CPX_STAT_OPTIMAL_INFEAS
   1.621 +// CPX_STAT_OPTIMAL_RELAXED
   1.622 +// CPX_STAT_UNBOUNDED
   1.623 +
   1.624 +  LpCplex::SolutionStatus LpCplex::_getDualStatus() const
   1.625 +  {
   1.626 +    int stat = CPXgetstat(env, lp);
   1.627 +#if CPX_VERSION >= 800
   1.628 +    switch (stat)
   1.629 +    {
   1.630 +      case CPX_STAT_OPTIMAL:
   1.631 +        return OPTIMAL;
   1.632 +      case CPX_STAT_UNBOUNDED:
   1.633 +        return INFEASIBLE;
   1.634 +      default:
   1.635 +        return UNDEFINED;
   1.636 +    }
   1.637 +#else
   1.638 +    statusSwitch(env,stat);
   1.639 +    switch (stat) {
   1.640 +    case 0:
   1.641 +      return UNDEFINED; //Undefined
   1.642 +    case CPX_OPTIMAL://Optimal
   1.643 +      return OPTIMAL;
   1.644 +    case CPX_UNBOUNDED:
   1.645 +     return INFEASIBLE;
   1.646 +    default:
   1.647 +      return UNDEFINED; //Everything else comes here
   1.648 +      //FIXME error
   1.649 +    }
   1.650 +#endif
   1.651 +  }
   1.652 +
   1.653 +  LpCplex::ProblemTypes LpCplex::_getProblemType() const
   1.654 +  {
   1.655 +    int stat = CPXgetstat(env, lp);
   1.656 +#if CPX_VERSION >= 800
   1.657 +    switch (stat)
   1.658 +    {
   1.659 +      case CPX_STAT_OPTIMAL:
   1.660 +        return PRIMAL_DUAL_FEASIBLE;
   1.661 +      case CPX_STAT_UNBOUNDED:
   1.662 +         return PRIMAL_FEASIBLE_DUAL_INFEASIBLE;
   1.663 +      default:
   1.664 +        return UNKNOWN;
   1.665 +    }
   1.666 +#else
   1.667 +    switch (stat) {
   1.668 +    case CPX_OPTIMAL://Optimal
   1.669 +        return PRIMAL_DUAL_FEASIBLE;
   1.670 +    case CPX_UNBOUNDED:
   1.671 +         return PRIMAL_FEASIBLE_DUAL_INFEASIBLE;
   1.672 +//         return PRIMAL_INFEASIBLE_DUAL_FEASIBLE;
   1.673 +//         return PRIMAL_DUAL_INFEASIBLE;
   1.674 +
   1.675 +//Seems to be that this is all we can say for sure
   1.676 +    default:
   1.677 +        //In all other cases
   1.678 +        return UNKNOWN;
   1.679 +      //FIXME error
   1.680 +    }
   1.681 +#endif
   1.682 +  }
   1.683 +
   1.684 +  void LpCplex::_setMax()
   1.685 +  {
   1.686 +    CPXchgobjsen(env, lp, CPX_MAX);
   1.687 +   }
   1.688 +  void LpCplex::_setMin()
   1.689 +  {
   1.690 +    CPXchgobjsen(env, lp, CPX_MIN);
   1.691 +   }
   1.692 +
   1.693 +  bool LpCplex::_isMax() const
   1.694 +  {
   1.695 +    if (CPXgetobjsen(env, lp)==CPX_MAX)
   1.696 +      return true;
   1.697 +    else
   1.698 +      return false;
   1.699 +  }
   1.700 +
   1.701 +} //namespace lemon
   1.702 +