# HG changeset patch
# User Peter Kovacs <kpeter@inf.elte.hu>
# Date 1265825120 -3600
# Node ID 75c97c3786d67ff19a6421c06ed497166ed310bd
# Parent  a7e93de12cbda2267756b130476b8e84572002bf
Handle graph changes in the MCF algorithms (#327)

The reset() functions are renamed to resetParams() and the new reset()
functions handle the graph chnages, as well.

diff -r a7e93de12cbd -r 75c97c3786d6 lemon/capacity_scaling.h
--- a/lemon/capacity_scaling.h	Tue Feb 09 23:29:51 2010 +0100
+++ b/lemon/capacity_scaling.h	Wed Feb 10 19:05:20 2010 +0100
@@ -314,69 +314,7 @@
       LEMON_ASSERT(std::numeric_limits<Cost>::is_signed,
         "The cost type of CapacityScaling must be signed");
 
-      // Resize vectors
-      _node_num = countNodes(_graph);
-      _arc_num = countArcs(_graph);
-      _res_arc_num = 2 * (_arc_num + _node_num);
-      _root = _node_num;
-      ++_node_num;
-
-      _first_out.resize(_node_num + 1);
-      _forward.resize(_res_arc_num);
-      _source.resize(_res_arc_num);
-      _target.resize(_res_arc_num);
-      _reverse.resize(_res_arc_num);
-
-      _lower.resize(_res_arc_num);
-      _upper.resize(_res_arc_num);
-      _cost.resize(_res_arc_num);
-      _supply.resize(_node_num);
-      
-      _res_cap.resize(_res_arc_num);
-      _pi.resize(_node_num);
-      _excess.resize(_node_num);
-      _pred.resize(_node_num);
-
-      // Copy the graph
-      int i = 0, j = 0, k = 2 * _arc_num + _node_num - 1;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _node_id[n] = i;
-      }
-      i = 0;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _first_out[i] = j;
-        for (OutArcIt a(_graph, n); a != INVALID; ++a, ++j) {
-          _arc_idf[a] = j;
-          _forward[j] = true;
-          _source[j] = i;
-          _target[j] = _node_id[_graph.runningNode(a)];
-        }
-        for (InArcIt a(_graph, n); a != INVALID; ++a, ++j) {
-          _arc_idb[a] = j;
-          _forward[j] = false;
-          _source[j] = i;
-          _target[j] = _node_id[_graph.runningNode(a)];
-        }
-        _forward[j] = false;
-        _source[j] = i;
-        _target[j] = _root;
-        _reverse[j] = k;
-        _forward[k] = true;
-        _source[k] = _root;
-        _target[k] = i;
-        _reverse[k] = j;
-        ++j; ++k;
-      }
-      _first_out[i] = j;
-      _first_out[_node_num] = k;
-      for (ArcIt a(_graph); a != INVALID; ++a) {
-        int fi = _arc_idf[a];
-        int bi = _arc_idb[a];
-        _reverse[fi] = bi;
-        _reverse[bi] = fi;
-      }
-      
-      // Reset parameters
+      // Reset data structures
       reset();
     }
 
@@ -511,12 +449,12 @@
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
-    /// This function can be called more than once. All the parameters
-    /// that have been given are kept for the next call, unless
-    /// \ref reset() is called, thus only the modified parameters
-    /// have to be set again. See \ref reset() for examples.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// This function can be called more than once. All the given parameters
+    /// are kept for the next call, unless \ref resetParams() or \ref reset()
+    /// is used, thus only the modified parameters have to be set again.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class (or the last \ref reset() call), then the \ref reset()
+    /// function must be called.
     ///
     /// \param factor The capacity scaling factor. It must be larger than
     /// one to use scaling. If it is less or equal to one, then scaling
@@ -533,6 +471,7 @@
     /// these cases.
     ///
     /// \see ProblemType
+    /// \see resetParams(), reset()
     ProblemType run(int factor = 4) {
       _factor = factor;
       ProblemType pt = init();
@@ -546,11 +485,12 @@
     /// before using functions \ref lowerMap(), \ref upperMap(),
     /// \ref costMap(), \ref supplyMap(), \ref stSupply().
     ///
-    /// It is useful for multiple run() calls. If this function is not
-    /// used, all the parameters given before are kept for the next
-    /// \ref run() call.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
     ///
     /// For example,
     /// \code
@@ -560,20 +500,22 @@
     ///   cs.lowerMap(lower).upperMap(upper).costMap(cost)
     ///     .supplyMap(sup).run();
     ///
-    ///   // Run again with modified cost map (reset() is not called,
+    ///   // Run again with modified cost map (resetParams() is not called,
     ///   // so only the cost map have to be set again)
     ///   cost[e] += 100;
     ///   cs.costMap(cost).run();
     ///
-    ///   // Run again from scratch using reset()
+    ///   // Run again from scratch using resetParams()
     ///   // (the lower bounds will be set to zero on all arcs)
-    ///   cs.reset();
+    ///   cs.resetParams();
     ///   cs.upperMap(capacity).costMap(cost)
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
     /// \return <tt>(*this)</tt>
-    CapacityScaling& reset() {
+    ///
+    /// \see reset(), run()
+    CapacityScaling& resetParams() {
       for (int i = 0; i != _node_num; ++i) {
         _supply[i] = 0;
       }
@@ -586,6 +528,93 @@
       return *this;
     }
 
+    /// \brief Reset the internal data structures and all the parameters
+    /// that have been given before.
+    ///
+    /// This function resets the internal data structures and all the
+    /// paramaters that have been given before using functions \ref lowerMap(),
+    /// \ref upperMap(), \ref costMap(), \ref supplyMap(), \ref stSupply().
+    ///
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
+    ///
+    /// See \ref resetParams() for examples.
+    ///
+    /// \return <tt>(*this)</tt>
+    ///
+    /// \see resetParams(), run()
+    CapacityScaling& reset() {
+      // Resize vectors
+      _node_num = countNodes(_graph);
+      _arc_num = countArcs(_graph);
+      _res_arc_num = 2 * (_arc_num + _node_num);
+      _root = _node_num;
+      ++_node_num;
+
+      _first_out.resize(_node_num + 1);
+      _forward.resize(_res_arc_num);
+      _source.resize(_res_arc_num);
+      _target.resize(_res_arc_num);
+      _reverse.resize(_res_arc_num);
+
+      _lower.resize(_res_arc_num);
+      _upper.resize(_res_arc_num);
+      _cost.resize(_res_arc_num);
+      _supply.resize(_node_num);
+      
+      _res_cap.resize(_res_arc_num);
+      _pi.resize(_node_num);
+      _excess.resize(_node_num);
+      _pred.resize(_node_num);
+
+      // Copy the graph
+      int i = 0, j = 0, k = 2 * _arc_num + _node_num - 1;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _node_id[n] = i;
+      }
+      i = 0;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _first_out[i] = j;
+        for (OutArcIt a(_graph, n); a != INVALID; ++a, ++j) {
+          _arc_idf[a] = j;
+          _forward[j] = true;
+          _source[j] = i;
+          _target[j] = _node_id[_graph.runningNode(a)];
+        }
+        for (InArcIt a(_graph, n); a != INVALID; ++a, ++j) {
+          _arc_idb[a] = j;
+          _forward[j] = false;
+          _source[j] = i;
+          _target[j] = _node_id[_graph.runningNode(a)];
+        }
+        _forward[j] = false;
+        _source[j] = i;
+        _target[j] = _root;
+        _reverse[j] = k;
+        _forward[k] = true;
+        _source[k] = _root;
+        _target[k] = i;
+        _reverse[k] = j;
+        ++j; ++k;
+      }
+      _first_out[i] = j;
+      _first_out[_node_num] = k;
+      for (ArcIt a(_graph); a != INVALID; ++a) {
+        int fi = _arc_idf[a];
+        int bi = _arc_idb[a];
+        _reverse[fi] = bi;
+        _reverse[bi] = fi;
+      }
+      
+      // Reset parameters
+      resetParams();
+      return *this;
+    }
+
     /// @}
 
     /// \name Query Functions
diff -r a7e93de12cbd -r 75c97c3786d6 lemon/cost_scaling.h
--- a/lemon/cost_scaling.h	Tue Feb 09 23:29:51 2010 +0100
+++ b/lemon/cost_scaling.h	Wed Feb 10 19:05:20 2010 +0100
@@ -332,74 +332,8 @@
         "The flow type of CostScaling must be signed");
       LEMON_ASSERT(std::numeric_limits<Cost>::is_signed,
         "The cost type of CostScaling must be signed");
-
-      // Resize vectors
-      _node_num = countNodes(_graph);
-      _arc_num = countArcs(_graph);
-      _res_node_num = _node_num + 1;
-      _res_arc_num = 2 * (_arc_num + _node_num);
-      _root = _node_num;
-
-      _first_out.resize(_res_node_num + 1);
-      _forward.resize(_res_arc_num);
-      _source.resize(_res_arc_num);
-      _target.resize(_res_arc_num);
-      _reverse.resize(_res_arc_num);
-
-      _lower.resize(_res_arc_num);
-      _upper.resize(_res_arc_num);
-      _scost.resize(_res_arc_num);
-      _supply.resize(_res_node_num);
       
-      _res_cap.resize(_res_arc_num);
-      _cost.resize(_res_arc_num);
-      _pi.resize(_res_node_num);
-      _excess.resize(_res_node_num);
-      _next_out.resize(_res_node_num);
-
-      _arc_vec.reserve(_res_arc_num);
-      _cost_vec.reserve(_res_arc_num);
-
-      // Copy the graph
-      int i = 0, j = 0, k = 2 * _arc_num + _node_num;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _node_id[n] = i;
-      }
-      i = 0;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _first_out[i] = j;
-        for (OutArcIt a(_graph, n); a != INVALID; ++a, ++j) {
-          _arc_idf[a] = j;
-          _forward[j] = true;
-          _source[j] = i;
-          _target[j] = _node_id[_graph.runningNode(a)];
-        }
-        for (InArcIt a(_graph, n); a != INVALID; ++a, ++j) {
-          _arc_idb[a] = j;
-          _forward[j] = false;
-          _source[j] = i;
-          _target[j] = _node_id[_graph.runningNode(a)];
-        }
-        _forward[j] = false;
-        _source[j] = i;
-        _target[j] = _root;
-        _reverse[j] = k;
-        _forward[k] = true;
-        _source[k] = _root;
-        _target[k] = i;
-        _reverse[k] = j;
-        ++j; ++k;
-      }
-      _first_out[i] = j;
-      _first_out[_res_node_num] = k;
-      for (ArcIt a(_graph); a != INVALID; ++a) {
-        int fi = _arc_idf[a];
-        int bi = _arc_idb[a];
-        _reverse[fi] = bi;
-        _reverse[bi] = fi;
-      }
-      
-      // Reset parameters
+      // Reset data structures
       reset();
     }
 
@@ -534,12 +468,12 @@
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
-    /// This function can be called more than once. All the parameters
-    /// that have been given are kept for the next call, unless
-    /// \ref reset() is called, thus only the modified parameters
-    /// have to be set again. See \ref reset() for examples.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// This function can be called more than once. All the given parameters
+    /// are kept for the next call, unless \ref resetParams() or \ref reset()
+    /// is used, thus only the modified parameters have to be set again.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class (or the last \ref reset() call), then the \ref reset()
+    /// function must be called.
     ///
     /// \param method The internal method that will be used in the
     /// algorithm. For more information, see \ref Method.
@@ -556,6 +490,7 @@
     /// these cases.
     ///
     /// \see ProblemType, Method
+    /// \see resetParams(), reset()
     ProblemType run(Method method = PARTIAL_AUGMENT, int factor = 8) {
       _alpha = factor;
       ProblemType pt = init();
@@ -570,11 +505,12 @@
     /// before using functions \ref lowerMap(), \ref upperMap(),
     /// \ref costMap(), \ref supplyMap(), \ref stSupply().
     ///
-    /// It is useful for multiple run() calls. If this function is not
-    /// used, all the parameters given before are kept for the next
-    /// \ref run() call.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
     ///
     /// For example,
     /// \code
@@ -584,20 +520,22 @@
     ///   cs.lowerMap(lower).upperMap(upper).costMap(cost)
     ///     .supplyMap(sup).run();
     ///
-    ///   // Run again with modified cost map (reset() is not called,
+    ///   // Run again with modified cost map (resetParams() is not called,
     ///   // so only the cost map have to be set again)
     ///   cost[e] += 100;
     ///   cs.costMap(cost).run();
     ///
-    ///   // Run again from scratch using reset()
+    ///   // Run again from scratch using resetParams()
     ///   // (the lower bounds will be set to zero on all arcs)
-    ///   cs.reset();
+    ///   cs.resetParams();
     ///   cs.upperMap(capacity).costMap(cost)
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
     /// \return <tt>(*this)</tt>
-    CostScaling& reset() {
+    ///
+    /// \see reset(), run()
+    CostScaling& resetParams() {
       for (int i = 0; i != _res_node_num; ++i) {
         _supply[i] = 0;
       }
@@ -617,6 +555,90 @@
       return *this;
     }
 
+    /// \brief Reset all the parameters that have been given before.
+    ///
+    /// This function resets all the paramaters that have been given
+    /// before using functions \ref lowerMap(), \ref upperMap(),
+    /// \ref costMap(), \ref supplyMap(), \ref stSupply().
+    ///
+    /// It is useful for multiple run() calls. If this function is not
+    /// used, all the parameters given before are kept for the next
+    /// \ref run() call.
+    /// However, the underlying digraph must not be modified after this
+    /// class have been constructed, since it copies and extends the graph.
+    /// \return <tt>(*this)</tt>
+    CostScaling& reset() {
+      // Resize vectors
+      _node_num = countNodes(_graph);
+      _arc_num = countArcs(_graph);
+      _res_node_num = _node_num + 1;
+      _res_arc_num = 2 * (_arc_num + _node_num);
+      _root = _node_num;
+
+      _first_out.resize(_res_node_num + 1);
+      _forward.resize(_res_arc_num);
+      _source.resize(_res_arc_num);
+      _target.resize(_res_arc_num);
+      _reverse.resize(_res_arc_num);
+
+      _lower.resize(_res_arc_num);
+      _upper.resize(_res_arc_num);
+      _scost.resize(_res_arc_num);
+      _supply.resize(_res_node_num);
+      
+      _res_cap.resize(_res_arc_num);
+      _cost.resize(_res_arc_num);
+      _pi.resize(_res_node_num);
+      _excess.resize(_res_node_num);
+      _next_out.resize(_res_node_num);
+
+      _arc_vec.reserve(_res_arc_num);
+      _cost_vec.reserve(_res_arc_num);
+
+      // Copy the graph
+      int i = 0, j = 0, k = 2 * _arc_num + _node_num;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _node_id[n] = i;
+      }
+      i = 0;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _first_out[i] = j;
+        for (OutArcIt a(_graph, n); a != INVALID; ++a, ++j) {
+          _arc_idf[a] = j;
+          _forward[j] = true;
+          _source[j] = i;
+          _target[j] = _node_id[_graph.runningNode(a)];
+        }
+        for (InArcIt a(_graph, n); a != INVALID; ++a, ++j) {
+          _arc_idb[a] = j;
+          _forward[j] = false;
+          _source[j] = i;
+          _target[j] = _node_id[_graph.runningNode(a)];
+        }
+        _forward[j] = false;
+        _source[j] = i;
+        _target[j] = _root;
+        _reverse[j] = k;
+        _forward[k] = true;
+        _source[k] = _root;
+        _target[k] = i;
+        _reverse[k] = j;
+        ++j; ++k;
+      }
+      _first_out[i] = j;
+      _first_out[_res_node_num] = k;
+      for (ArcIt a(_graph); a != INVALID; ++a) {
+        int fi = _arc_idf[a];
+        int bi = _arc_idb[a];
+        _reverse[fi] = bi;
+        _reverse[bi] = fi;
+      }
+      
+      // Reset parameters
+      resetParams();
+      return *this;
+    }
+
     /// @}
 
     /// \name Query Functions
diff -r a7e93de12cbd -r 75c97c3786d6 lemon/cycle_canceling.h
--- a/lemon/cycle_canceling.h	Tue Feb 09 23:29:51 2010 +0100
+++ b/lemon/cycle_canceling.h	Wed Feb 10 19:05:20 2010 +0100
@@ -250,71 +250,7 @@
       LEMON_ASSERT(std::numeric_limits<Cost>::is_signed,
         "The cost type of CycleCanceling must be signed");
 
-      // Resize vectors
-      _node_num = countNodes(_graph);
-      _arc_num = countArcs(_graph);
-      _res_node_num = _node_num + 1;
-      _res_arc_num = 2 * (_arc_num + _node_num);
-      _root = _node_num;
-
-      _first_out.resize(_res_node_num + 1);
-      _forward.resize(_res_arc_num);
-      _source.resize(_res_arc_num);
-      _target.resize(_res_arc_num);
-      _reverse.resize(_res_arc_num);
-
-      _lower.resize(_res_arc_num);
-      _upper.resize(_res_arc_num);
-      _cost.resize(_res_arc_num);
-      _supply.resize(_res_node_num);
-      
-      _res_cap.resize(_res_arc_num);
-      _pi.resize(_res_node_num);
-
-      _arc_vec.reserve(_res_arc_num);
-      _cost_vec.reserve(_res_arc_num);
-      _id_vec.reserve(_res_arc_num);
-
-      // Copy the graph
-      int i = 0, j = 0, k = 2 * _arc_num + _node_num;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _node_id[n] = i;
-      }
-      i = 0;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _first_out[i] = j;
-        for (OutArcIt a(_graph, n); a != INVALID; ++a, ++j) {
-          _arc_idf[a] = j;
-          _forward[j] = true;
-          _source[j] = i;
-          _target[j] = _node_id[_graph.runningNode(a)];
-        }
-        for (InArcIt a(_graph, n); a != INVALID; ++a, ++j) {
-          _arc_idb[a] = j;
-          _forward[j] = false;
-          _source[j] = i;
-          _target[j] = _node_id[_graph.runningNode(a)];
-        }
-        _forward[j] = false;
-        _source[j] = i;
-        _target[j] = _root;
-        _reverse[j] = k;
-        _forward[k] = true;
-        _source[k] = _root;
-        _target[k] = i;
-        _reverse[k] = j;
-        ++j; ++k;
-      }
-      _first_out[i] = j;
-      _first_out[_res_node_num] = k;
-      for (ArcIt a(_graph); a != INVALID; ++a) {
-        int fi = _arc_idf[a];
-        int bi = _arc_idb[a];
-        _reverse[fi] = bi;
-        _reverse[bi] = fi;
-      }
-      
-      // Reset parameters
+      // Reset data structures
       reset();
     }
 
@@ -449,12 +385,12 @@
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
-    /// This function can be called more than once. All the parameters
-    /// that have been given are kept for the next call, unless
-    /// \ref reset() is called, thus only the modified parameters
-    /// have to be set again. See \ref reset() for examples.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// This function can be called more than once. All the given parameters
+    /// are kept for the next call, unless \ref resetParams() or \ref reset()
+    /// is used, thus only the modified parameters have to be set again.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class (or the last \ref reset() call), then the \ref reset()
+    /// function must be called.
     ///
     /// \param method The cycle-canceling method that will be used.
     /// For more information, see \ref Method.
@@ -470,6 +406,7 @@
     /// these cases.
     ///
     /// \see ProblemType, Method
+    /// \see resetParams(), reset()
     ProblemType run(Method method = CANCEL_AND_TIGHTEN) {
       ProblemType pt = init();
       if (pt != OPTIMAL) return pt;
@@ -483,11 +420,12 @@
     /// before using functions \ref lowerMap(), \ref upperMap(),
     /// \ref costMap(), \ref supplyMap(), \ref stSupply().
     ///
-    /// It is useful for multiple run() calls. If this function is not
-    /// used, all the parameters given before are kept for the next
-    /// \ref run() call.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
     ///
     /// For example,
     /// \code
@@ -497,20 +435,22 @@
     ///   cc.lowerMap(lower).upperMap(upper).costMap(cost)
     ///     .supplyMap(sup).run();
     ///
-    ///   // Run again with modified cost map (reset() is not called,
+    ///   // Run again with modified cost map (resetParams() is not called,
     ///   // so only the cost map have to be set again)
     ///   cost[e] += 100;
     ///   cc.costMap(cost).run();
     ///
-    ///   // Run again from scratch using reset()
+    ///   // Run again from scratch using resetParams()
     ///   // (the lower bounds will be set to zero on all arcs)
-    ///   cc.reset();
+    ///   cc.resetParams();
     ///   cc.upperMap(capacity).costMap(cost)
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
     /// \return <tt>(*this)</tt>
-    CycleCanceling& reset() {
+    ///
+    /// \see reset(), run()
+    CycleCanceling& resetParams() {
       for (int i = 0; i != _res_node_num; ++i) {
         _supply[i] = 0;
       }
@@ -530,6 +470,95 @@
       return *this;
     }
 
+    /// \brief Reset the internal data structures and all the parameters
+    /// that have been given before.
+    ///
+    /// This function resets the internal data structures and all the
+    /// paramaters that have been given before using functions \ref lowerMap(),
+    /// \ref upperMap(), \ref costMap(), \ref supplyMap(), \ref stSupply().
+    ///
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
+    ///
+    /// See \ref resetParams() for examples.
+    ///
+    /// \return <tt>(*this)</tt>
+    ///
+    /// \see resetParams(), run()
+    CycleCanceling& reset() {
+      // Resize vectors
+      _node_num = countNodes(_graph);
+      _arc_num = countArcs(_graph);
+      _res_node_num = _node_num + 1;
+      _res_arc_num = 2 * (_arc_num + _node_num);
+      _root = _node_num;
+
+      _first_out.resize(_res_node_num + 1);
+      _forward.resize(_res_arc_num);
+      _source.resize(_res_arc_num);
+      _target.resize(_res_arc_num);
+      _reverse.resize(_res_arc_num);
+
+      _lower.resize(_res_arc_num);
+      _upper.resize(_res_arc_num);
+      _cost.resize(_res_arc_num);
+      _supply.resize(_res_node_num);
+      
+      _res_cap.resize(_res_arc_num);
+      _pi.resize(_res_node_num);
+
+      _arc_vec.reserve(_res_arc_num);
+      _cost_vec.reserve(_res_arc_num);
+      _id_vec.reserve(_res_arc_num);
+
+      // Copy the graph
+      int i = 0, j = 0, k = 2 * _arc_num + _node_num;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _node_id[n] = i;
+      }
+      i = 0;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _first_out[i] = j;
+        for (OutArcIt a(_graph, n); a != INVALID; ++a, ++j) {
+          _arc_idf[a] = j;
+          _forward[j] = true;
+          _source[j] = i;
+          _target[j] = _node_id[_graph.runningNode(a)];
+        }
+        for (InArcIt a(_graph, n); a != INVALID; ++a, ++j) {
+          _arc_idb[a] = j;
+          _forward[j] = false;
+          _source[j] = i;
+          _target[j] = _node_id[_graph.runningNode(a)];
+        }
+        _forward[j] = false;
+        _source[j] = i;
+        _target[j] = _root;
+        _reverse[j] = k;
+        _forward[k] = true;
+        _source[k] = _root;
+        _target[k] = i;
+        _reverse[k] = j;
+        ++j; ++k;
+      }
+      _first_out[i] = j;
+      _first_out[_res_node_num] = k;
+      for (ArcIt a(_graph); a != INVALID; ++a) {
+        int fi = _arc_idf[a];
+        int bi = _arc_idb[a];
+        _reverse[fi] = bi;
+        _reverse[bi] = fi;
+      }
+      
+      // Reset parameters
+      resetParams();
+      return *this;
+    }
+
     /// @}
 
     /// \name Query Functions
diff -r a7e93de12cbd -r 75c97c3786d6 lemon/network_simplex.h
--- a/lemon/network_simplex.h	Tue Feb 09 23:29:51 2010 +0100
+++ b/lemon/network_simplex.h	Wed Feb 10 19:05:20 2010 +0100
@@ -194,6 +194,7 @@
     IntArcMap _arc_id;
     IntVector _source;
     IntVector _target;
+    bool _arc_mixing;
 
     // Node and arc data
     ValueVector _lower;
@@ -633,6 +634,7 @@
     /// but it is usually slower. Therefore it is disabled by default.
     NetworkSimplex(const GR& graph, bool arc_mixing = false) :
       _graph(graph), _node_id(graph), _arc_id(graph),
+      _arc_mixing(arc_mixing),
       MAX(std::numeric_limits<Value>::max()),
       INF(std::numeric_limits<Value>::has_infinity ?
           std::numeric_limits<Value>::infinity() : MAX)
@@ -643,58 +645,7 @@
       LEMON_ASSERT(std::numeric_limits<Cost>::is_signed,
         "The cost type of NetworkSimplex must be signed");
         
-      // Resize vectors
-      _node_num = countNodes(_graph);
-      _arc_num = countArcs(_graph);
-      int all_node_num = _node_num + 1;
-      int max_arc_num = _arc_num + 2 * _node_num;
-
-      _source.resize(max_arc_num);
-      _target.resize(max_arc_num);
-
-      _lower.resize(_arc_num);
-      _upper.resize(_arc_num);
-      _cap.resize(max_arc_num);
-      _cost.resize(max_arc_num);
-      _supply.resize(all_node_num);
-      _flow.resize(max_arc_num);
-      _pi.resize(all_node_num);
-
-      _parent.resize(all_node_num);
-      _pred.resize(all_node_num);
-      _forward.resize(all_node_num);
-      _thread.resize(all_node_num);
-      _rev_thread.resize(all_node_num);
-      _succ_num.resize(all_node_num);
-      _last_succ.resize(all_node_num);
-      _state.resize(max_arc_num);
-
-      // Copy the graph
-      int i = 0;
-      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
-        _node_id[n] = i;
-      }
-      if (arc_mixing) {
-        // Store the arcs in a mixed order
-        int k = std::max(int(std::sqrt(double(_arc_num))), 10);
-        int i = 0, j = 0;
-        for (ArcIt a(_graph); a != INVALID; ++a) {
-          _arc_id[a] = i;
-          _source[i] = _node_id[_graph.source(a)];
-          _target[i] = _node_id[_graph.target(a)];
-          if ((i += k) >= _arc_num) i = ++j;
-        }
-      } else {
-        // Store the arcs in the original order
-        int i = 0;
-        for (ArcIt a(_graph); a != INVALID; ++a, ++i) {
-          _arc_id[a] = i;
-          _source[i] = _node_id[_graph.source(a)];
-          _target[i] = _node_id[_graph.target(a)];
-        }
-      }
-      
-      // Reset parameters
+      // Reset data structures
       reset();
     }
 
@@ -842,12 +793,12 @@
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
-    /// This function can be called more than once. All the parameters
-    /// that have been given are kept for the next call, unless
-    /// \ref reset() is called, thus only the modified parameters
-    /// have to be set again. See \ref reset() for examples.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// This function can be called more than once. All the given parameters
+    /// are kept for the next call, unless \ref resetParams() or \ref reset()
+    /// is used, thus only the modified parameters have to be set again.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class (or the last \ref reset() call), then the \ref reset()
+    /// function must be called.
     ///
     /// \param pivot_rule The pivot rule that will be used during the
     /// algorithm. For more information, see \ref PivotRule.
@@ -861,6 +812,7 @@
     /// cost and infinite upper bound.
     ///
     /// \see ProblemType, PivotRule
+    /// \see resetParams(), reset()
     ProblemType run(PivotRule pivot_rule = BLOCK_SEARCH) {
       if (!init()) return INFEASIBLE;
       return start(pivot_rule);
@@ -872,11 +824,12 @@
     /// before using functions \ref lowerMap(), \ref upperMap(),
     /// \ref costMap(), \ref supplyMap(), \ref stSupply(), \ref supplyType().
     ///
-    /// It is useful for multiple run() calls. If this function is not
-    /// used, all the parameters given before are kept for the next
-    /// \ref run() call.
-    /// However, the underlying digraph must not be modified after this
-    /// class have been constructed, since it copies and extends the graph.
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
     ///
     /// For example,
     /// \code
@@ -886,20 +839,22 @@
     ///   ns.lowerMap(lower).upperMap(upper).costMap(cost)
     ///     .supplyMap(sup).run();
     ///
-    ///   // Run again with modified cost map (reset() is not called,
+    ///   // Run again with modified cost map (resetParams() is not called,
     ///   // so only the cost map have to be set again)
     ///   cost[e] += 100;
     ///   ns.costMap(cost).run();
     ///
-    ///   // Run again from scratch using reset()
+    ///   // Run again from scratch using resetParams()
     ///   // (the lower bounds will be set to zero on all arcs)
-    ///   ns.reset();
+    ///   ns.resetParams();
     ///   ns.upperMap(capacity).costMap(cost)
     ///     .supplyMap(sup).run();
     /// \endcode
     ///
     /// \return <tt>(*this)</tt>
-    NetworkSimplex& reset() {
+    ///
+    /// \see reset(), run()
+    NetworkSimplex& resetParams() {
       for (int i = 0; i != _node_num; ++i) {
         _supply[i] = 0;
       }
@@ -913,6 +868,83 @@
       return *this;
     }
 
+    /// \brief Reset the internal data structures and all the parameters
+    /// that have been given before.
+    ///
+    /// This function resets the internal data structures and all the
+    /// paramaters that have been given before using functions \ref lowerMap(),
+    /// \ref upperMap(), \ref costMap(), \ref supplyMap(), \ref stSupply(),
+    /// \ref supplyType().
+    ///
+    /// It is useful for multiple \ref run() calls. Basically, all the given
+    /// parameters are kept for the next \ref run() call, unless
+    /// \ref resetParams() or \ref reset() is used.
+    /// If the underlying digraph was also modified after the construction
+    /// of the class or the last \ref reset() call, then the \ref reset()
+    /// function must be used, otherwise \ref resetParams() is sufficient.
+    ///
+    /// See \ref resetParams() for examples.
+    ///
+    /// \return <tt>(*this)</tt>
+    ///
+    /// \see resetParams(), run()
+    NetworkSimplex& reset() {
+      // Resize vectors
+      _node_num = countNodes(_graph);
+      _arc_num = countArcs(_graph);
+      int all_node_num = _node_num + 1;
+      int max_arc_num = _arc_num + 2 * _node_num;
+
+      _source.resize(max_arc_num);
+      _target.resize(max_arc_num);
+
+      _lower.resize(_arc_num);
+      _upper.resize(_arc_num);
+      _cap.resize(max_arc_num);
+      _cost.resize(max_arc_num);
+      _supply.resize(all_node_num);
+      _flow.resize(max_arc_num);
+      _pi.resize(all_node_num);
+
+      _parent.resize(all_node_num);
+      _pred.resize(all_node_num);
+      _forward.resize(all_node_num);
+      _thread.resize(all_node_num);
+      _rev_thread.resize(all_node_num);
+      _succ_num.resize(all_node_num);
+      _last_succ.resize(all_node_num);
+      _state.resize(max_arc_num);
+
+      // Copy the graph
+      int i = 0;
+      for (NodeIt n(_graph); n != INVALID; ++n, ++i) {
+        _node_id[n] = i;
+      }
+      if (_arc_mixing) {
+        // Store the arcs in a mixed order
+        int k = std::max(int(std::sqrt(double(_arc_num))), 10);
+        int i = 0, j = 0;
+        for (ArcIt a(_graph); a != INVALID; ++a) {
+          _arc_id[a] = i;
+          _source[i] = _node_id[_graph.source(a)];
+          _target[i] = _node_id[_graph.target(a)];
+          if ((i += k) >= _arc_num) i = ++j;
+        }
+      } else {
+        // Store the arcs in the original order
+        int i = 0;
+        for (ArcIt a(_graph); a != INVALID; ++a, ++i) {
+          _arc_id[a] = i;
+          _source[i] = _node_id[_graph.source(a)];
+          _target[i] = _node_id[_graph.target(a)];
+        }
+      }
+      
+      // Reset parameters
+      resetParams();
+      return *this;
+    }
+    
     /// @}
 
     /// \name Query Functions
diff -r a7e93de12cbd -r 75c97c3786d6 test/min_cost_flow_test.cc
--- a/test/min_cost_flow_test.cc	Tue Feb 09 23:29:51 2010 +0100
+++ b/test/min_cost_flow_test.cc	Wed Feb 10 19:05:20 2010 +0100
@@ -157,7 +157,7 @@
       MCF mcf(me.g);
       const MCF& const_mcf = mcf;
 
-      b = mcf.reset()
+      b = mcf.reset().resetParams()
              .lowerMap(me.lower)
              .upperMap(me.upper)
              .costMap(me.cost)
@@ -346,7 +346,7 @@
   mcf1.stSupply(v, w, 27);
   checkMcf(mcf1, mcf1.run(param), gr, l2, u, c, s2,
            mcf1.OPTIMAL, true,     8010, test_str + "-4");
-  mcf1.reset().supplyMap(s1);
+  mcf1.resetParams().supplyMap(s1);
   checkMcf(mcf1, mcf1.run(param), gr, l1, cu, cc, s1,
            mcf1.OPTIMAL, true,       74, test_str + "-5");
   mcf1.lowerMap(l2).stSupply(v, w, 27);
@@ -363,7 +363,7 @@
            mcf1.OPTIMAL, true,     6360, test_str + "-9");
 
   // Tests for the GEQ form
-  mcf1.reset().upperMap(u).costMap(c).supplyMap(s5);
+  mcf1.resetParams().upperMap(u).costMap(c).supplyMap(s5);
   checkMcf(mcf1, mcf1.run(param), gr, l1, u, c, s5,
            mcf1.OPTIMAL, true,     3530, test_str + "-10", GEQ);
   mcf1.lowerMap(l2);
@@ -380,7 +380,7 @@
   mcf2.upperMap(neg1_u2);
   checkMcf(mcf2, mcf2.run(param), neg1_gr, neg1_l1, neg1_u2, neg1_c, neg1_s,
            mcf2.OPTIMAL, true,   -40000, test_str + "-14");
-  mcf2.reset().lowerMap(neg1_l2).costMap(neg1_c).supplyMap(neg1_s);
+  mcf2.resetParams().lowerMap(neg1_l2).costMap(neg1_c).supplyMap(neg1_s);
   checkMcf(mcf2, mcf2.run(param), neg1_gr, neg1_l2, neg1_u1, neg1_c, neg1_s,
            mcf2.UNBOUNDED, false,     0, test_str + "-15");