diff -r c6acc34f98dc -r 1a7fe3bef514 lemon/glpk.cc
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/lemon/glpk.cc	Thu Nov 05 15:50:01 2009 +0100
@@ -0,0 +1,1003 @@
+/* -*- mode: C++; indent-tabs-mode: nil; -*-
+ *
+ * This file is a part of LEMON, a generic C++ optimization library.
+ *
+ * Copyright (C) 2003-2009
+ * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
+ * (Egervary Research Group on Combinatorial Optimization, EGRES).
+ *
+ * Permission to use, modify and distribute this software is granted
+ * provided that this copyright notice appears in all copies. For
+ * precise terms see the accompanying LICENSE file.
+ *
+ * This software is provided "AS IS" with no warranty of any kind,
+ * express or implied, and with no claim as to its suitability for any
+ * purpose.
+ *
+ */
+
+///\file
+///\brief Implementation of the LEMON GLPK LP and MIP solver interface.
+
+#include <lemon/glpk.h>
+#include <glpk.h>
+
+#include <lemon/assert.h>
+
+namespace lemon {
+
+  // GlpkBase members
+
+  GlpkBase::GlpkBase() : LpBase() {
+    lp = glp_create_prob();
+    glp_create_index(lp);
+    messageLevel(MESSAGE_NOTHING);
+  }
+
+  GlpkBase::GlpkBase(const GlpkBase &other) : LpBase() {
+    lp = glp_create_prob();
+    glp_copy_prob(lp, other.lp, GLP_ON);
+    glp_create_index(lp);
+    rows = other.rows;
+    cols = other.cols;
+    messageLevel(MESSAGE_NOTHING);
+  }
+
+  GlpkBase::~GlpkBase() {
+    glp_delete_prob(lp);
+  }
+
+  int GlpkBase::_addCol() {
+    int i = glp_add_cols(lp, 1);
+    glp_set_col_bnds(lp, i, GLP_FR, 0.0, 0.0);
+    return i;
+  }
+
+  int GlpkBase::_addRow() {
+    int i = glp_add_rows(lp, 1);
+    glp_set_row_bnds(lp, i, GLP_FR, 0.0, 0.0);
+    return i;
+  }
+
+  int GlpkBase::_addRow(Value lo, ExprIterator b, 
+                        ExprIterator e, Value up) {
+    int i = glp_add_rows(lp, 1);
+
+    if (lo == -INF) {
+      if (up == INF) {
+        glp_set_row_bnds(lp, i, GLP_FR, lo, up);
+      } else {
+        glp_set_row_bnds(lp, i, GLP_UP, lo, up);
+      }    
+    } else {
+      if (up == INF) {
+        glp_set_row_bnds(lp, i, GLP_LO, lo, up);
+      } else if (lo != up) {        
+        glp_set_row_bnds(lp, i, GLP_DB, lo, up);
+      } else {
+        glp_set_row_bnds(lp, i, GLP_FX, lo, up);
+      }
+    }
+
+    std::vector<int> indexes;
+    std::vector<Value> values;
+
+    indexes.push_back(0);
+    values.push_back(0);
+
+    for(ExprIterator it = b; it != e; ++it) {
+      indexes.push_back(it->first);
+      values.push_back(it->second);
+    }
+
+    glp_set_mat_row(lp, i, values.size() - 1,
+                    &indexes.front(), &values.front());
+    return i;
+  }
+
+  void GlpkBase::_eraseCol(int i) {
+    int ca[2];
+    ca[1] = i;
+    glp_del_cols(lp, 1, ca);
+  }
+
+  void GlpkBase::_eraseRow(int i) {
+    int ra[2];
+    ra[1] = i;
+    glp_del_rows(lp, 1, ra);
+  }
+
+  void GlpkBase::_eraseColId(int i) {
+    cols.eraseIndex(i);
+    cols.shiftIndices(i);
+  }
+
+  void GlpkBase::_eraseRowId(int i) {
+    rows.eraseIndex(i);
+    rows.shiftIndices(i);
+  }
+
+  void GlpkBase::_getColName(int c, std::string& name) const {
+    const char *str = glp_get_col_name(lp, c);
+    if (str) name = str;
+    else name.clear();
+  }
+
+  void GlpkBase::_setColName(int c, const std::string & name) {
+    glp_set_col_name(lp, c, const_cast<char*>(name.c_str()));
+
+  }
+
+  int GlpkBase::_colByName(const std::string& name) const {
+    int k = glp_find_col(lp, const_cast<char*>(name.c_str()));
+    return k > 0 ? k : -1;
+  }
+
+  void GlpkBase::_getRowName(int r, std::string& name) const {
+    const char *str = glp_get_row_name(lp, r);
+    if (str) name = str;
+    else name.clear();
+  }
+
+  void GlpkBase::_setRowName(int r, const std::string & name) {
+    glp_set_row_name(lp, r, const_cast<char*>(name.c_str()));
+
+  }
+
+  int GlpkBase::_rowByName(const std::string& name) const {
+    int k = glp_find_row(lp, const_cast<char*>(name.c_str()));
+    return k > 0 ? k : -1;
+  }
+
+  void GlpkBase::_setRowCoeffs(int i, ExprIterator b, ExprIterator e) {
+    std::vector<int> indexes;
+    std::vector<Value> values;
+
+    indexes.push_back(0);
+    values.push_back(0);
+
+    for(ExprIterator it = b; it != e; ++it) {
+      indexes.push_back(it->first);
+      values.push_back(it->second);
+    }
+
+    glp_set_mat_row(lp, i, values.size() - 1,
+                    &indexes.front(), &values.front());
+  }
+
+  void GlpkBase::_getRowCoeffs(int ix, InsertIterator b) const {
+    int length = glp_get_mat_row(lp, ix, 0, 0);
+
+    std::vector<int> indexes(length + 1);
+    std::vector<Value> values(length + 1);
+
+    glp_get_mat_row(lp, ix, &indexes.front(), &values.front());
+
+    for (int i = 1; i <= length; ++i) {
+      *b = std::make_pair(indexes[i], values[i]);
+      ++b;
+    }
+  }
+
+  void GlpkBase::_setColCoeffs(int ix, ExprIterator b,
+                                     ExprIterator e) {
+
+    std::vector<int> indexes;
+    std::vector<Value> values;
+
+    indexes.push_back(0);
+    values.push_back(0);
+
+    for(ExprIterator it = b; it != e; ++it) {
+      indexes.push_back(it->first);
+      values.push_back(it->second);
+    }
+
+    glp_set_mat_col(lp, ix, values.size() - 1,
+                    &indexes.front(), &values.front());
+  }
+
+  void GlpkBase::_getColCoeffs(int ix, InsertIterator b) const {
+    int length = glp_get_mat_col(lp, ix, 0, 0);
+
+    std::vector<int> indexes(length + 1);
+    std::vector<Value> values(length + 1);
+
+    glp_get_mat_col(lp, ix, &indexes.front(), &values.front());
+
+    for (int i = 1; i  <= length; ++i) {
+      *b = std::make_pair(indexes[i], values[i]);
+      ++b;
+    }
+  }
+
+  void GlpkBase::_setCoeff(int ix, int jx, Value value) {
+
+    if (glp_get_num_cols(lp) < glp_get_num_rows(lp)) {
+
+      int length = glp_get_mat_row(lp, ix, 0, 0);
+
+      std::vector<int> indexes(length + 2);
+      std::vector<Value> values(length + 2);
+
+      glp_get_mat_row(lp, ix, &indexes.front(), &values.front());
+
+      //The following code does not suppose that the elements of the
+      //array indexes are sorted
+      bool found = false;
+      for (int i = 1; i  <= length; ++i) {
+        if (indexes[i] == jx) {
+          found = true;
+          values[i] = value;
+          break;
+        }
+      }
+      if (!found) {
+        ++length;
+        indexes[length] = jx;
+        values[length] = value;
+      }
+
+      glp_set_mat_row(lp, ix, length, &indexes.front(), &values.front());
+
+    } else {
+
+      int length = glp_get_mat_col(lp, jx, 0, 0);
+
+      std::vector<int> indexes(length + 2);
+      std::vector<Value> values(length + 2);
+
+      glp_get_mat_col(lp, jx, &indexes.front(), &values.front());
+
+      //The following code does not suppose that the elements of the
+      //array indexes are sorted
+      bool found = false;
+      for (int i = 1; i <= length; ++i) {
+        if (indexes[i] == ix) {
+          found = true;
+          values[i] = value;
+          break;
+        }
+      }
+      if (!found) {
+        ++length;
+        indexes[length] = ix;
+        values[length] = value;
+      }
+
+      glp_set_mat_col(lp, jx, length, &indexes.front(), &values.front());
+    }
+
+  }
+
+  GlpkBase::Value GlpkBase::_getCoeff(int ix, int jx) const {
+
+    int length = glp_get_mat_row(lp, ix, 0, 0);
+
+    std::vector<int> indexes(length + 1);
+    std::vector<Value> values(length + 1);
+
+    glp_get_mat_row(lp, ix, &indexes.front(), &values.front());
+
+    for (int i = 1; i  <= length; ++i) {
+      if (indexes[i] == jx) {
+        return values[i];
+      }
+    }
+
+    return 0;
+  }
+
+  void GlpkBase::_setColLowerBound(int i, Value lo) {
+    LEMON_ASSERT(lo != INF, "Invalid bound");
+
+    int b = glp_get_col_type(lp, i);
+    double up = glp_get_col_ub(lp, i);
+    if (lo == -INF) {
+      switch (b) {
+      case GLP_FR:
+      case GLP_LO:
+        glp_set_col_bnds(lp, i, GLP_FR, lo, up);
+        break;
+      case GLP_UP:
+        break;
+      case GLP_DB:
+      case GLP_FX:
+        glp_set_col_bnds(lp, i, GLP_UP, lo, up);
+        break;
+      default:
+        break;
+      }
+    } else {
+      switch (b) {
+      case GLP_FR:
+      case GLP_LO:
+        glp_set_col_bnds(lp, i, GLP_LO, lo, up);
+        break;
+      case GLP_UP:
+      case GLP_DB:
+      case GLP_FX:
+        if (lo == up)
+          glp_set_col_bnds(lp, i, GLP_FX, lo, up);
+        else
+          glp_set_col_bnds(lp, i, GLP_DB, lo, up);
+        break;
+      default:
+        break;
+      }
+    }
+  }
+
+  GlpkBase::Value GlpkBase::_getColLowerBound(int i) const {
+    int b = glp_get_col_type(lp, i);
+    switch (b) {
+    case GLP_LO:
+    case GLP_DB:
+    case GLP_FX:
+      return glp_get_col_lb(lp, i);
+    default:
+      return -INF;
+    }
+  }
+
+  void GlpkBase::_setColUpperBound(int i, Value up) {
+    LEMON_ASSERT(up != -INF, "Invalid bound");
+
+    int b = glp_get_col_type(lp, i);
+    double lo = glp_get_col_lb(lp, i);
+    if (up == INF) {
+      switch (b) {
+      case GLP_FR:
+      case GLP_LO:
+        break;
+      case GLP_UP:
+        glp_set_col_bnds(lp, i, GLP_FR, lo, up);
+        break;
+      case GLP_DB:
+      case GLP_FX:
+        glp_set_col_bnds(lp, i, GLP_LO, lo, up);
+        break;
+      default:
+        break;
+      }
+    } else {
+      switch (b) {
+      case GLP_FR:
+        glp_set_col_bnds(lp, i, GLP_UP, lo, up);
+        break;
+      case GLP_UP:
+        glp_set_col_bnds(lp, i, GLP_UP, lo, up);
+        break;
+      case GLP_LO:
+      case GLP_DB:
+      case GLP_FX:
+        if (lo == up)
+          glp_set_col_bnds(lp, i, GLP_FX, lo, up);
+        else
+          glp_set_col_bnds(lp, i, GLP_DB, lo, up);
+        break;
+      default:
+        break;
+      }
+    }
+
+  }
+
+  GlpkBase::Value GlpkBase::_getColUpperBound(int i) const {
+    int b = glp_get_col_type(lp, i);
+      switch (b) {
+      case GLP_UP:
+      case GLP_DB:
+      case GLP_FX:
+        return glp_get_col_ub(lp, i);
+      default:
+        return INF;
+      }
+  }
+
+  void GlpkBase::_setRowLowerBound(int i, Value lo) {
+    LEMON_ASSERT(lo != INF, "Invalid bound");
+
+    int b = glp_get_row_type(lp, i);
+    double up = glp_get_row_ub(lp, i);
+    if (lo == -INF) {
+      switch (b) {
+      case GLP_FR:
+      case GLP_LO:
+        glp_set_row_bnds(lp, i, GLP_FR, lo, up);
+        break;
+      case GLP_UP:
+        break;
+      case GLP_DB:
+      case GLP_FX:
+        glp_set_row_bnds(lp, i, GLP_UP, lo, up);
+        break;
+      default:
+        break;
+      }
+    } else {
+      switch (b) {
+      case GLP_FR:
+      case GLP_LO:
+        glp_set_row_bnds(lp, i, GLP_LO, lo, up);
+        break;
+      case GLP_UP:
+      case GLP_DB:
+      case GLP_FX:
+        if (lo == up)
+          glp_set_row_bnds(lp, i, GLP_FX, lo, up);
+        else
+          glp_set_row_bnds(lp, i, GLP_DB, lo, up);
+        break;
+      default:
+        break;
+      }
+    }
+
+  }
+
+  GlpkBase::Value GlpkBase::_getRowLowerBound(int i) const {
+    int b = glp_get_row_type(lp, i);
+    switch (b) {
+    case GLP_LO:
+    case GLP_DB:
+    case GLP_FX:
+      return glp_get_row_lb(lp, i);
+    default:
+      return -INF;
+    }
+  }
+
+  void GlpkBase::_setRowUpperBound(int i, Value up) {
+    LEMON_ASSERT(up != -INF, "Invalid bound");
+
+    int b = glp_get_row_type(lp, i);
+    double lo = glp_get_row_lb(lp, i);
+    if (up == INF) {
+      switch (b) {
+      case GLP_FR:
+      case GLP_LO:
+        break;
+      case GLP_UP:
+        glp_set_row_bnds(lp, i, GLP_FR, lo, up);
+        break;
+      case GLP_DB:
+      case GLP_FX:
+        glp_set_row_bnds(lp, i, GLP_LO, lo, up);
+        break;
+      default:
+        break;
+      }
+    } else {
+      switch (b) {
+      case GLP_FR:
+        glp_set_row_bnds(lp, i, GLP_UP, lo, up);
+        break;
+      case GLP_UP:
+        glp_set_row_bnds(lp, i, GLP_UP, lo, up);
+        break;
+      case GLP_LO:
+      case GLP_DB:
+      case GLP_FX:
+        if (lo == up)
+          glp_set_row_bnds(lp, i, GLP_FX, lo, up);
+        else
+          glp_set_row_bnds(lp, i, GLP_DB, lo, up);
+        break;
+      default:
+        break;
+      }
+    }
+  }
+
+  GlpkBase::Value GlpkBase::_getRowUpperBound(int i) const {
+    int b = glp_get_row_type(lp, i);
+    switch (b) {
+    case GLP_UP:
+    case GLP_DB:
+    case GLP_FX:
+      return glp_get_row_ub(lp, i);
+    default:
+      return INF;
+    }
+  }
+
+  void GlpkBase::_setObjCoeffs(ExprIterator b, ExprIterator e) {
+    for (int i = 1; i <= glp_get_num_cols(lp); ++i) {
+      glp_set_obj_coef(lp, i, 0.0);
+    }
+    for (ExprIterator it = b; it != e; ++it) {
+      glp_set_obj_coef(lp, it->first, it->second);
+    }
+  }
+
+  void GlpkBase::_getObjCoeffs(InsertIterator b) const {
+    for (int i = 1; i <= glp_get_num_cols(lp); ++i) {
+      Value val = glp_get_obj_coef(lp, i);
+      if (val != 0.0) {
+        *b = std::make_pair(i, val);
+        ++b;
+      }
+    }
+  }
+
+  void GlpkBase::_setObjCoeff(int i, Value obj_coef) {
+    //i = 0 means the constant term (shift)
+    glp_set_obj_coef(lp, i, obj_coef);
+  }
+
+  GlpkBase::Value GlpkBase::_getObjCoeff(int i) const {
+    //i = 0 means the constant term (shift)
+    return glp_get_obj_coef(lp, i);
+  }
+
+  void GlpkBase::_setSense(GlpkBase::Sense sense) {
+    switch (sense) {
+    case MIN:
+      glp_set_obj_dir(lp, GLP_MIN);
+      break;
+    case MAX:
+      glp_set_obj_dir(lp, GLP_MAX);
+      break;
+    }
+  }
+
+  GlpkBase::Sense GlpkBase::_getSense() const {
+    switch(glp_get_obj_dir(lp)) {
+    case GLP_MIN:
+      return MIN;
+    case GLP_MAX:
+      return MAX;
+    default:
+      LEMON_ASSERT(false, "Wrong sense");
+      return GlpkBase::Sense();
+    }
+  }
+
+  void GlpkBase::_clear() {
+    glp_erase_prob(lp);
+    rows.clear();
+    cols.clear();
+  }
+
+  void GlpkBase::freeEnv() {
+    glp_free_env();
+  }
+
+  void GlpkBase::_messageLevel(MessageLevel level) {
+    switch (level) {
+    case MESSAGE_NOTHING:
+      _message_level = GLP_MSG_OFF;
+      break;
+    case MESSAGE_ERROR:
+      _message_level = GLP_MSG_ERR;
+      break;
+    case MESSAGE_WARNING:
+      _message_level = GLP_MSG_ERR;
+      break;
+    case MESSAGE_NORMAL:
+      _message_level = GLP_MSG_ON;
+      break;
+    case MESSAGE_VERBOSE:
+      _message_level = GLP_MSG_ALL;
+      break;
+    }
+  }
+
+  GlpkBase::FreeEnvHelper GlpkBase::freeEnvHelper;
+
+  // GlpkLp members
+
+  GlpkLp::GlpkLp()
+    : LpBase(), LpSolver(), GlpkBase() {
+    presolver(false);
+  }
+
+  GlpkLp::GlpkLp(const GlpkLp& other)
+    : LpBase(other), LpSolver(other), GlpkBase(other) {
+    presolver(false);
+  }
+
+  GlpkLp* GlpkLp::newSolver() const { return new GlpkLp; }
+  GlpkLp* GlpkLp::cloneSolver() const { return new GlpkLp(*this); }
+
+  const char* GlpkLp::_solverName() const { return "GlpkLp"; }
+
+  void GlpkLp::_clear_temporals() {
+    _primal_ray.clear();
+    _dual_ray.clear();
+  }
+
+  GlpkLp::SolveExitStatus GlpkLp::_solve() {
+    return solvePrimal();
+  }
+
+  GlpkLp::SolveExitStatus GlpkLp::solvePrimal() {
+    _clear_temporals();
+
+    glp_smcp smcp;
+    glp_init_smcp(&smcp);
+
+    smcp.msg_lev = _message_level;
+    smcp.presolve = _presolve;
+
+    // If the basis is not valid we get an error return value.
+    // In this case we can try to create a new basis.
+    switch (glp_simplex(lp, &smcp)) {
+    case 0:
+      break;
+    case GLP_EBADB:
+    case GLP_ESING:
+    case GLP_ECOND:
+      glp_term_out(false);
+      glp_adv_basis(lp, 0);
+      glp_term_out(true);
+      if (glp_simplex(lp, &smcp) != 0) return UNSOLVED;
+      break;
+    default:
+      return UNSOLVED;
+    }
+
+    return SOLVED;
+  }
+
+  GlpkLp::SolveExitStatus GlpkLp::solveDual() {
+    _clear_temporals();
+
+    glp_smcp smcp;
+    glp_init_smcp(&smcp);
+
+    smcp.msg_lev = _message_level;
+    smcp.meth = GLP_DUAL;
+    smcp.presolve = _presolve;
+
+    // If the basis is not valid we get an error return value.
+    // In this case we can try to create a new basis.
+    switch (glp_simplex(lp, &smcp)) {
+    case 0:
+      break;
+    case GLP_EBADB:
+    case GLP_ESING:
+    case GLP_ECOND:
+      glp_term_out(false);
+      glp_adv_basis(lp, 0);
+      glp_term_out(true);
+      if (glp_simplex(lp, &smcp) != 0) return UNSOLVED;
+      break;
+    default:
+      return UNSOLVED;
+    }
+    return SOLVED;
+  }
+
+  GlpkLp::Value GlpkLp::_getPrimal(int i) const {
+    return glp_get_col_prim(lp, i);
+  }
+
+  GlpkLp::Value GlpkLp::_getDual(int i) const {
+    return glp_get_row_dual(lp, i);
+  }
+
+  GlpkLp::Value GlpkLp::_getPrimalValue() const {
+    return glp_get_obj_val(lp);
+  }
+
+  GlpkLp::VarStatus GlpkLp::_getColStatus(int i) const {
+    switch (glp_get_col_stat(lp, i)) {
+    case GLP_BS:
+      return BASIC;
+    case GLP_UP:
+      return UPPER;
+    case GLP_LO:
+      return LOWER;
+    case GLP_NF:
+      return FREE;
+    case GLP_NS:
+      return FIXED;
+    default:
+      LEMON_ASSERT(false, "Wrong column status");
+      return GlpkLp::VarStatus();
+    }
+  }
+
+  GlpkLp::VarStatus GlpkLp::_getRowStatus(int i) const {
+    switch (glp_get_row_stat(lp, i)) {
+    case GLP_BS:
+      return BASIC;
+    case GLP_UP:
+      return UPPER;
+    case GLP_LO:
+      return LOWER;
+    case GLP_NF:
+      return FREE;
+    case GLP_NS:
+      return FIXED;
+    default:
+      LEMON_ASSERT(false, "Wrong row status");
+      return GlpkLp::VarStatus();
+    }
+  }
+
+  GlpkLp::Value GlpkLp::_getPrimalRay(int i) const {
+    if (_primal_ray.empty()) {
+      int row_num = glp_get_num_rows(lp);
+      int col_num = glp_get_num_cols(lp);
+
+      _primal_ray.resize(col_num + 1, 0.0);
+
+      int index = glp_get_unbnd_ray(lp);
+      if (index != 0) {
+        // The primal ray is found in primal simplex second phase
+        LEMON_ASSERT((index <= row_num ? glp_get_row_stat(lp, index) :
+                      glp_get_col_stat(lp, index - row_num)) != GLP_BS,
+                     "Wrong primal ray");
+
+        bool negate = glp_get_obj_dir(lp) == GLP_MAX;
+
+        if (index > row_num) {
+          _primal_ray[index - row_num] = 1.0;
+          if (glp_get_col_dual(lp, index - row_num) > 0) {
+            negate = !negate;
+          }
+        } else {
+          if (glp_get_row_dual(lp, index) > 0) {
+            negate = !negate;
+          }
+        }
+
+        std::vector<int> ray_indexes(row_num + 1);
+        std::vector<Value> ray_values(row_num + 1);
+        int ray_length = glp_eval_tab_col(lp, index, &ray_indexes.front(),
+                                          &ray_values.front());
+
+        for (int i = 1; i <= ray_length; ++i) {
+          if (ray_indexes[i] > row_num) {
+            _primal_ray[ray_indexes[i] - row_num] = ray_values[i];
+          }
+        }
+
+        if (negate) {
+          for (int i = 1; i <= col_num; ++i) {
+            _primal_ray[i] = - _primal_ray[i];
+          }
+        }
+      } else {
+        for (int i = 1; i <= col_num; ++i) {
+          _primal_ray[i] = glp_get_col_prim(lp, i);
+        }
+      }
+    }
+    return _primal_ray[i];
+  }
+
+  GlpkLp::Value GlpkLp::_getDualRay(int i) const {
+    if (_dual_ray.empty()) {
+      int row_num = glp_get_num_rows(lp);
+
+      _dual_ray.resize(row_num + 1, 0.0);
+
+      int index = glp_get_unbnd_ray(lp);
+      if (index != 0) {
+        // The dual ray is found in dual simplex second phase
+        LEMON_ASSERT((index <= row_num ? glp_get_row_stat(lp, index) :
+                      glp_get_col_stat(lp, index - row_num)) == GLP_BS,
+
+                     "Wrong dual ray");
+
+        int idx;
+        bool negate = false;
+
+        if (index > row_num) {
+          idx = glp_get_col_bind(lp, index - row_num);
+          if (glp_get_col_prim(lp, index - row_num) >
+              glp_get_col_ub(lp, index - row_num)) {
+            negate = true;
+          }
+        } else {
+          idx = glp_get_row_bind(lp, index);
+          if (glp_get_row_prim(lp, index) > glp_get_row_ub(lp, index)) {
+            negate = true;
+          }
+        }
+
+        _dual_ray[idx] = negate ?  - 1.0 : 1.0;
+
+        glp_btran(lp, &_dual_ray.front());
+      } else {
+        double eps = 1e-7;
+        // The dual ray is found in primal simplex first phase
+        // We assume that the glpk minimizes the slack to get feasible solution
+        for (int i = 1; i <= row_num; ++i) {
+          int index = glp_get_bhead(lp, i);
+          if (index <= row_num) {
+            double res = glp_get_row_prim(lp, index);
+            if (res > glp_get_row_ub(lp, index) + eps) {
+              _dual_ray[i] = -1;
+            } else if (res < glp_get_row_lb(lp, index) - eps) {
+              _dual_ray[i] = 1;
+            } else {
+              _dual_ray[i] = 0;
+            }
+            _dual_ray[i] *= glp_get_rii(lp, index);
+          } else {
+            double res = glp_get_col_prim(lp, index - row_num);
+            if (res > glp_get_col_ub(lp, index - row_num) + eps) {
+              _dual_ray[i] = -1;
+            } else if (res < glp_get_col_lb(lp, index - row_num) - eps) {
+              _dual_ray[i] = 1;
+            } else {
+              _dual_ray[i] = 0;
+            }
+            _dual_ray[i] /= glp_get_sjj(lp, index - row_num);
+          }
+        }
+
+        glp_btran(lp, &_dual_ray.front());
+
+        for (int i = 1; i <= row_num; ++i) {
+          _dual_ray[i] /= glp_get_rii(lp, i);
+        }
+      }
+    }
+    return _dual_ray[i];
+  }
+
+  GlpkLp::ProblemType GlpkLp::_getPrimalType() const {
+    if (glp_get_status(lp) == GLP_OPT)
+      return OPTIMAL;
+    switch (glp_get_prim_stat(lp)) {
+    case GLP_UNDEF:
+      return UNDEFINED;
+    case GLP_FEAS:
+    case GLP_INFEAS:
+      if (glp_get_dual_stat(lp) == GLP_NOFEAS) {
+        return UNBOUNDED;
+      } else {
+        return UNDEFINED;
+      }
+    case GLP_NOFEAS:
+      return INFEASIBLE;
+    default:
+      LEMON_ASSERT(false, "Wrong primal type");
+      return  GlpkLp::ProblemType();
+    }
+  }
+
+  GlpkLp::ProblemType GlpkLp::_getDualType() const {
+    if (glp_get_status(lp) == GLP_OPT)
+      return OPTIMAL;
+    switch (glp_get_dual_stat(lp)) {
+    case GLP_UNDEF:
+      return UNDEFINED;
+    case GLP_FEAS:
+    case GLP_INFEAS:
+      if (glp_get_prim_stat(lp) == GLP_NOFEAS) {
+        return UNBOUNDED;
+      } else {
+        return UNDEFINED;
+      }
+    case GLP_NOFEAS:
+      return INFEASIBLE;
+    default:
+      LEMON_ASSERT(false, "Wrong primal type");
+      return  GlpkLp::ProblemType();
+    }
+  }
+
+  void GlpkLp::presolver(bool presolve) {
+    _presolve = presolve;
+  }
+
+  // GlpkMip members
+
+  GlpkMip::GlpkMip()
+    : LpBase(), MipSolver(), GlpkBase() {
+  }
+
+  GlpkMip::GlpkMip(const GlpkMip& other)
+    : LpBase(), MipSolver(), GlpkBase(other) {
+  }
+
+  void GlpkMip::_setColType(int i, GlpkMip::ColTypes col_type) {
+    switch (col_type) {
+    case INTEGER:
+      glp_set_col_kind(lp, i, GLP_IV);
+      break;
+    case REAL:
+      glp_set_col_kind(lp, i, GLP_CV);
+      break;
+    }
+  }
+
+  GlpkMip::ColTypes GlpkMip::_getColType(int i) const {
+    switch (glp_get_col_kind(lp, i)) {
+    case GLP_IV:
+    case GLP_BV:
+      return INTEGER;
+    default:
+      return REAL;
+    }
+
+  }
+
+  GlpkMip::SolveExitStatus GlpkMip::_solve() {
+    glp_smcp smcp;
+    glp_init_smcp(&smcp);
+
+    smcp.msg_lev = _message_level;
+    smcp.meth = GLP_DUAL;
+
+    // If the basis is not valid we get an error return value.
+    // In this case we can try to create a new basis.
+    switch (glp_simplex(lp, &smcp)) {
+    case 0:
+      break;
+    case GLP_EBADB:
+    case GLP_ESING:
+    case GLP_ECOND:
+      glp_term_out(false);
+      glp_adv_basis(lp, 0);
+      glp_term_out(true);
+      if (glp_simplex(lp, &smcp) != 0) return UNSOLVED;
+      break;
+    default:
+      return UNSOLVED;
+    }
+
+    if (glp_get_status(lp) != GLP_OPT) return SOLVED;
+
+    glp_iocp iocp;
+    glp_init_iocp(&iocp);
+
+    iocp.msg_lev = _message_level;
+
+    if (glp_intopt(lp, &iocp) != 0) return UNSOLVED;
+    return SOLVED;
+  }
+
+
+  GlpkMip::ProblemType GlpkMip::_getType() const {
+    switch (glp_get_status(lp)) {
+    case GLP_OPT:
+      switch (glp_mip_status(lp)) {
+      case GLP_UNDEF:
+        return UNDEFINED;
+      case GLP_NOFEAS:
+        return INFEASIBLE;
+      case GLP_FEAS:
+        return FEASIBLE;
+      case GLP_OPT:
+        return OPTIMAL;
+      default:
+        LEMON_ASSERT(false, "Wrong problem type.");
+        return GlpkMip::ProblemType();
+      }
+    case GLP_NOFEAS:
+      return INFEASIBLE;
+    case GLP_INFEAS:
+    case GLP_FEAS:
+      if (glp_get_dual_stat(lp) == GLP_NOFEAS) {
+        return UNBOUNDED;
+      } else {
+        return UNDEFINED;
+      }
+    default:
+      LEMON_ASSERT(false, "Wrong problem type.");
+      return GlpkMip::ProblemType();
+    }
+  }
+
+  GlpkMip::Value GlpkMip::_getSol(int i) const {
+    return glp_mip_col_val(lp, i);
+  }
+
+  GlpkMip::Value GlpkMip::_getSolValue() const {
+    return glp_mip_obj_val(lp);
+  }
+
+  GlpkMip* GlpkMip::newSolver() const { return new GlpkMip; }
+  GlpkMip* GlpkMip::cloneSolver() const {return new GlpkMip(*this); }
+
+  const char* GlpkMip::_solverName() const { return "GlpkMip"; }
+
+} //END OF NAMESPACE LEMON