0
2
0
... | ... |
@@ -49,24 +49,28 @@ |
49 | 49 |
/// in LEMON for the minimum cost flow problem. |
50 | 50 |
/// |
51 | 51 |
/// \tparam GR The digraph type the algorithm runs on. |
52 |
/// \tparam V The value type used in the algorithm. |
|
53 |
/// By default it is \c int. |
|
52 |
/// \tparam F The value type used for flow amounts, capacity bounds |
|
53 |
/// and supply values in the algorithm. By default it is \c int. |
|
54 |
/// \tparam C The value type used for costs and potentials in the |
|
55 |
/// algorithm. By default it is the same as \c F. |
|
54 | 56 |
/// |
55 |
/// \warning |
|
57 |
/// \warning Both value types must be signed integer types. |
|
56 | 58 |
/// |
57 | 59 |
/// \note %NetworkSimplex provides five different pivot rule |
58 | 60 |
/// implementations. For more information see \ref PivotRule. |
59 |
template <typename GR, typename |
|
61 |
template <typename GR, typename F = int, typename C = F> |
|
60 | 62 |
class NetworkSimplex |
61 | 63 |
{ |
62 | 64 |
public: |
63 | 65 |
|
64 |
/// The value type of the algorithm |
|
65 |
typedef V Value; |
|
66 |
/// The flow type of the algorithm |
|
67 |
typedef F Flow; |
|
68 |
/// The cost type of the algorithm |
|
69 |
typedef C Cost; |
|
66 | 70 |
/// The type of the flow map |
67 |
typedef typename GR::template ArcMap< |
|
71 |
typedef typename GR::template ArcMap<Flow> FlowMap; |
|
68 | 72 |
/// The type of the potential map |
69 |
typedef typename GR::template NodeMap< |
|
73 |
typedef typename GR::template NodeMap<Cost> PotentialMap; |
|
70 | 74 |
|
71 | 75 |
public: |
72 | 76 |
|
... | ... |
@@ -117,14 +121,16 @@ |
117 | 121 |
|
118 | 122 |
TEMPLATE_DIGRAPH_TYPEDEFS(GR); |
119 | 123 |
|
120 |
typedef typename GR::template ArcMap<Value> ValueArcMap; |
|
121 |
typedef typename GR::template NodeMap<Value> ValueNodeMap; |
|
124 |
typedef typename GR::template ArcMap<Flow> FlowArcMap; |
|
125 |
typedef typename GR::template ArcMap<Cost> CostArcMap; |
|
126 |
typedef typename GR::template NodeMap<Flow> FlowNodeMap; |
|
122 | 127 |
|
123 | 128 |
typedef std::vector<Arc> ArcVector; |
124 | 129 |
typedef std::vector<Node> NodeVector; |
125 | 130 |
typedef std::vector<int> IntVector; |
126 | 131 |
typedef std::vector<bool> BoolVector; |
127 |
typedef std::vector< |
|
132 |
typedef std::vector<Flow> FlowVector; |
|
133 |
typedef std::vector<Cost> CostVector; |
|
128 | 134 |
|
129 | 135 |
// State constants for arcs |
130 | 136 |
enum ArcStateEnum { |
... | ... |
@@ -141,13 +147,13 @@ |
141 | 147 |
int _arc_num; |
142 | 148 |
|
143 | 149 |
// Parameters of the problem |
144 |
ValueArcMap *_plower; |
|
145 |
ValueArcMap *_pupper; |
|
146 |
ValueArcMap *_pcost; |
|
147 |
ValueNodeMap *_psupply; |
|
150 |
FlowArcMap *_plower; |
|
151 |
FlowArcMap *_pupper; |
|
152 |
CostArcMap *_pcost; |
|
153 |
FlowNodeMap *_psupply; |
|
148 | 154 |
bool _pstsup; |
149 | 155 |
Node _psource, _ptarget; |
150 |
|
|
156 |
Flow _pstflow; |
|
151 | 157 |
|
152 | 158 |
// Result maps |
153 | 159 |
FlowMap *_flow_map; |
... | ... |
@@ -162,11 +168,11 @@ |
162 | 168 |
IntVector _target; |
163 | 169 |
|
164 | 170 |
// Node and arc data |
165 |
ValueVector _cap; |
|
166 |
ValueVector _cost; |
|
167 |
ValueVector _supply; |
|
168 |
ValueVector _flow; |
|
169 |
|
|
171 |
FlowVector _cap; |
|
172 |
CostVector _cost; |
|
173 |
FlowVector _supply; |
|
174 |
FlowVector _flow; |
|
175 |
CostVector _pi; |
|
170 | 176 |
|
171 | 177 |
// Data for storing the spanning tree structure |
172 | 178 |
IntVector _parent; |
... | ... |
@@ -184,7 +190,7 @@ |
184 | 190 |
int in_arc, join, u_in, v_in, u_out, v_out; |
185 | 191 |
int first, second, right, last; |
186 | 192 |
int stem, par_stem, new_stem; |
187 |
|
|
193 |
Flow delta; |
|
188 | 194 |
|
189 | 195 |
private: |
190 | 196 |
|
... | ... |
@@ -196,9 +202,9 @@ |
196 | 202 |
// References to the NetworkSimplex class |
197 | 203 |
const IntVector &_source; |
198 | 204 |
const IntVector &_target; |
199 |
const |
|
205 |
const CostVector &_cost; |
|
200 | 206 |
const IntVector &_state; |
201 |
const |
|
207 |
const CostVector &_pi; |
|
202 | 208 |
int &_in_arc; |
203 | 209 |
int _arc_num; |
204 | 210 |
|
... | ... |
@@ -216,7 +222,7 @@ |
216 | 222 |
|
217 | 223 |
// Find next entering arc |
218 | 224 |
bool findEnteringArc() { |
219 |
|
|
225 |
Cost c; |
|
220 | 226 |
for (int e = _next_arc; e < _arc_num; ++e) { |
221 | 227 |
c = _state[e] * (_cost[e] + _pi[_source[e]] - _pi[_target[e]]); |
222 | 228 |
if (c < 0) { |
... | ... |
@@ -247,9 +253,9 @@ |
247 | 253 |
// References to the NetworkSimplex class |
248 | 254 |
const IntVector &_source; |
249 | 255 |
const IntVector &_target; |
250 |
const |
|
256 |
const CostVector &_cost; |
|
251 | 257 |
const IntVector &_state; |
252 |
const |
|
258 |
const CostVector &_pi; |
|
253 | 259 |
int &_in_arc; |
254 | 260 |
int _arc_num; |
255 | 261 |
|
... | ... |
@@ -264,7 +270,7 @@ |
264 | 270 |
|
265 | 271 |
// Find next entering arc |
266 | 272 |
bool findEnteringArc() { |
267 |
|
|
273 |
Cost c, min = 0; |
|
268 | 274 |
for (int e = 0; e < _arc_num; ++e) { |
269 | 275 |
c = _state[e] * (_cost[e] + _pi[_source[e]] - _pi[_target[e]]); |
270 | 276 |
if (c < min) { |
... | ... |
@@ -286,9 +292,9 @@ |
286 | 292 |
// References to the NetworkSimplex class |
287 | 293 |
const IntVector &_source; |
288 | 294 |
const IntVector &_target; |
289 |
const |
|
295 |
const CostVector &_cost; |
|
290 | 296 |
const IntVector &_state; |
291 |
const |
|
297 |
const CostVector &_pi; |
|
292 | 298 |
int &_in_arc; |
293 | 299 |
int _arc_num; |
294 | 300 |
|
... | ... |
@@ -314,7 +320,7 @@ |
314 | 320 |
|
315 | 321 |
// Find next entering arc |
316 | 322 |
bool findEnteringArc() { |
317 |
|
|
323 |
Cost c, min = 0; |
|
318 | 324 |
int cnt = _block_size; |
319 | 325 |
int e, min_arc = _next_arc; |
320 | 326 |
for (e = _next_arc; e < _arc_num; ++e) { |
... | ... |
@@ -358,9 +364,9 @@ |
358 | 364 |
// References to the NetworkSimplex class |
359 | 365 |
const IntVector &_source; |
360 | 366 |
const IntVector &_target; |
361 |
const |
|
367 |
const CostVector &_cost; |
|
362 | 368 |
const IntVector &_state; |
363 |
const |
|
369 |
const CostVector &_pi; |
|
364 | 370 |
int &_in_arc; |
365 | 371 |
int _arc_num; |
366 | 372 |
|
... | ... |
@@ -394,7 +400,7 @@ |
394 | 400 |
|
395 | 401 |
/// Find next entering arc |
396 | 402 |
bool findEnteringArc() { |
397 |
|
|
403 |
Cost min, c; |
|
398 | 404 |
int e, min_arc = _next_arc; |
399 | 405 |
if (_curr_length > 0 && _minor_count < _minor_limit) { |
400 | 406 |
// Minor iteration: select the best eligible arc from the |
... | ... |
@@ -463,9 +469,9 @@ |
463 | 469 |
// References to the NetworkSimplex class |
464 | 470 |
const IntVector &_source; |
465 | 471 |
const IntVector &_target; |
466 |
const |
|
472 |
const CostVector &_cost; |
|
467 | 473 |
const IntVector &_state; |
468 |
const |
|
474 |
const CostVector &_pi; |
|
469 | 475 |
int &_in_arc; |
470 | 476 |
int _arc_num; |
471 | 477 |
|
... | ... |
@@ -473,15 +479,15 @@ |
473 | 479 |
int _block_size, _head_length, _curr_length; |
474 | 480 |
int _next_arc; |
475 | 481 |
IntVector _candidates; |
476 |
|
|
482 |
CostVector _cand_cost; |
|
477 | 483 |
|
478 | 484 |
// Functor class to compare arcs during sort of the candidate list |
479 | 485 |
class SortFunc |
480 | 486 |
{ |
481 | 487 |
private: |
482 |
const |
|
488 |
const CostVector &_map; |
|
483 | 489 |
public: |
484 |
SortFunc(const |
|
490 |
SortFunc(const CostVector &map) : _map(map) {} |
|
485 | 491 |
bool operator()(int left, int right) { |
486 | 492 |
return _map[left] > _map[right]; |
487 | 493 |
} |
... | ... |
@@ -590,9 +596,12 @@ |
590 | 596 |
_local_flow(false), _local_potential(false), |
591 | 597 |
_node_id(graph) |
592 | 598 |
{ |
593 |
LEMON_ASSERT(std::numeric_limits<Value>::is_integer && |
|
594 |
std::numeric_limits<Value>::is_signed, |
|
595 |
|
|
599 |
LEMON_ASSERT(std::numeric_limits<Flow>::is_integer && |
|
600 |
std::numeric_limits<Flow>::is_signed, |
|
601 |
"The flow type of NetworkSimplex must be signed integer"); |
|
602 |
LEMON_ASSERT(std::numeric_limits<Cost>::is_integer && |
|
603 |
std::numeric_limits<Cost>::is_signed, |
|
604 |
"The cost type of NetworkSimplex must be signed integer"); |
|
596 | 605 |
} |
597 | 606 |
|
598 | 607 |
/// Destructor. |
... | ... |
@@ -609,14 +618,14 @@ |
609 | 618 |
/// on all arcs. |
610 | 619 |
/// |
611 | 620 |
/// \param map An arc map storing the lower bounds. |
612 |
/// Its \c Value type must be convertible to the \c |
|
621 |
/// Its \c Value type must be convertible to the \c Flow type |
|
613 | 622 |
/// of the algorithm. |
614 | 623 |
/// |
615 | 624 |
/// \return <tt>(*this)</tt> |
616 | 625 |
template <typename LOWER> |
617 | 626 |
NetworkSimplex& lowerMap(const LOWER& map) { |
618 | 627 |
delete _plower; |
619 |
_plower = new |
|
628 |
_plower = new FlowArcMap(_graph); |
|
620 | 629 |
for (ArcIt a(_graph); a != INVALID; ++a) { |
621 | 630 |
(*_plower)[a] = map[a]; |
622 | 631 |
} |
... | ... |
@@ -629,17 +638,17 @@ |
629 | 638 |
/// If none of the functions \ref upperMap(), \ref capacityMap() |
630 | 639 |
/// and \ref boundMaps() is used before calling \ref run(), |
631 | 640 |
/// the upper bounds (capacities) will be set to |
632 |
/// \c std::numeric_limits< |
|
641 |
/// \c std::numeric_limits<Flow>::max() on all arcs. |
|
633 | 642 |
/// |
634 | 643 |
/// \param map An arc map storing the upper bounds. |
635 |
/// Its \c Value type must be convertible to the \c |
|
644 |
/// Its \c Value type must be convertible to the \c Flow type |
|
636 | 645 |
/// of the algorithm. |
637 | 646 |
/// |
638 | 647 |
/// \return <tt>(*this)</tt> |
639 | 648 |
template<typename UPPER> |
640 | 649 |
NetworkSimplex& upperMap(const UPPER& map) { |
641 | 650 |
delete _pupper; |
642 |
_pupper = new |
|
651 |
_pupper = new FlowArcMap(_graph); |
|
643 | 652 |
for (ArcIt a(_graph); a != INVALID; ++a) { |
644 | 653 |
(*_pupper)[a] = map[a]; |
645 | 654 |
} |
... | ... |
@@ -666,13 +675,13 @@ |
666 | 675 |
/// If none of the functions \ref upperMap(), \ref capacityMap() |
667 | 676 |
/// and \ref boundMaps() is used before calling \ref run(), |
668 | 677 |
/// the upper bounds (capacities) will be set to |
669 |
/// \c std::numeric_limits< |
|
678 |
/// \c std::numeric_limits<Flow>::max() on all arcs. |
|
670 | 679 |
/// |
671 | 680 |
/// \param lower An arc map storing the lower bounds. |
672 | 681 |
/// \param upper An arc map storing the upper bounds. |
673 | 682 |
/// |
674 | 683 |
/// The \c Value type of the maps must be convertible to the |
675 |
/// \c |
|
684 |
/// \c Flow type of the algorithm. |
|
676 | 685 |
/// |
677 | 686 |
/// \note This function is just a shortcut of calling \ref lowerMap() |
678 | 687 |
/// and \ref upperMap() separately. |
... | ... |
@@ -690,14 +699,14 @@ |
690 | 699 |
/// will be set to \c 1 on all arcs. |
691 | 700 |
/// |
692 | 701 |
/// \param map An arc map storing the costs. |
693 |
/// Its \c Value type must be convertible to the \c |
|
702 |
/// Its \c Value type must be convertible to the \c Cost type |
|
694 | 703 |
/// of the algorithm. |
695 | 704 |
/// |
696 | 705 |
/// \return <tt>(*this)</tt> |
697 | 706 |
template<typename COST> |
698 | 707 |
NetworkSimplex& costMap(const COST& map) { |
699 | 708 |
delete _pcost; |
700 |
_pcost = new |
|
709 |
_pcost = new CostArcMap(_graph); |
|
701 | 710 |
for (ArcIt a(_graph); a != INVALID; ++a) { |
702 | 711 |
(*_pcost)[a] = map[a]; |
703 | 712 |
} |
... | ... |
@@ -712,7 +721,7 @@ |
712 | 721 |
/// (It makes sense only if non-zero lower bounds are given.) |
713 | 722 |
/// |
714 | 723 |
/// \param map A node map storing the supply values. |
715 |
/// Its \c Value type must be convertible to the \c |
|
724 |
/// Its \c Value type must be convertible to the \c Flow type |
|
716 | 725 |
/// of the algorithm. |
717 | 726 |
/// |
718 | 727 |
/// \return <tt>(*this)</tt> |
... | ... |
@@ -720,7 +729,7 @@ |
720 | 729 |
NetworkSimplex& supplyMap(const SUP& map) { |
721 | 730 |
delete _psupply; |
722 | 731 |
_pstsup = false; |
723 |
_psupply = new |
|
732 |
_psupply = new FlowNodeMap(_graph); |
|
724 | 733 |
for (NodeIt n(_graph); n != INVALID; ++n) { |
725 | 734 |
(*_psupply)[n] = map[n]; |
726 | 735 |
} |
... | ... |
@@ -741,7 +750,7 @@ |
741 | 750 |
/// (i.e. the supply of \c s and the demand of \c t). |
742 | 751 |
/// |
743 | 752 |
/// \return <tt>(*this)</tt> |
744 |
NetworkSimplex& stSupply(const Node& s, const Node& t, |
|
753 |
NetworkSimplex& stSupply(const Node& s, const Node& t, Flow k) { |
|
745 | 754 |
delete _psupply; |
746 | 755 |
_psupply = NULL; |
747 | 756 |
_pstsup = true; |
... | ... |
@@ -874,14 +883,14 @@ |
874 | 883 |
/// \brief Return the total cost of the found flow. |
875 | 884 |
/// |
876 | 885 |
/// This function returns the total cost of the found flow. |
877 |
/// The complexity of the function is |
|
886 |
/// The complexity of the function is O(e). |
|
878 | 887 |
/// |
879 | 888 |
/// \note The return type of the function can be specified as a |
880 | 889 |
/// template parameter. For example, |
881 | 890 |
/// \code |
882 | 891 |
/// ns.totalCost<double>(); |
883 | 892 |
/// \endcode |
884 |
/// It is useful if the total cost cannot be stored in the \c |
|
893 |
/// It is useful if the total cost cannot be stored in the \c Cost |
|
885 | 894 |
/// type of the algorithm, which is the default return type of the |
886 | 895 |
/// function. |
887 | 896 |
/// |
... | ... |
@@ -900,8 +909,8 @@ |
900 | 909 |
} |
901 | 910 |
|
902 | 911 |
#ifndef DOXYGEN |
903 |
Value totalCost() const { |
|
904 |
return totalCost<Value>(); |
|
912 |
Cost totalCost() const { |
|
913 |
return totalCost<Cost>(); |
|
905 | 914 |
} |
906 | 915 |
#endif |
907 | 916 |
|
... | ... |
@@ -910,7 +919,7 @@ |
910 | 919 |
/// This function returns the flow on the given arc. |
911 | 920 |
/// |
912 | 921 |
/// \pre \ref run() must be called before using this function. |
913 |
|
|
922 |
Flow flow(const Arc& a) const { |
|
914 | 923 |
return (*_flow_map)[a]; |
915 | 924 |
} |
916 | 925 |
|
... | ... |
@@ -930,7 +939,7 @@ |
930 | 939 |
/// given node. |
931 | 940 |
/// |
932 | 941 |
/// \pre \ref run() must be called before using this function. |
933 |
|
|
942 |
Cost potential(const Node& n) const { |
|
934 | 943 |
return (*_potential_map)[n]; |
935 | 944 |
} |
936 | 945 |
|
... | ... |
@@ -996,7 +1005,7 @@ |
996 | 1005 |
_pstflow = 0; |
997 | 1006 |
} |
998 | 1007 |
if (_psupply) { |
999 |
|
|
1008 |
Flow sum = 0; |
|
1000 | 1009 |
int i = 0; |
1001 | 1010 |
for (NodeIt n(_graph); n != INVALID; ++n, ++i) { |
1002 | 1011 |
_node_id[n] = i; |
... | ... |
@@ -1035,6 +1044,8 @@ |
1035 | 1044 |
} |
1036 | 1045 |
|
1037 | 1046 |
// Initialize arc maps |
1047 |
Flow max_cap = std::numeric_limits<Flow>::max(); |
|
1048 |
Cost max_cost = std::numeric_limits<Cost>::max() / 4; |
|
1038 | 1049 |
if (_pupper && _pcost) { |
1039 | 1050 |
for (int i = 0; i != _arc_num; ++i) { |
1040 | 1051 |
Arc e = _arc_ref[i]; |
... | ... |
@@ -1057,9 +1068,8 @@ |
1057 | 1068 |
for (int i = 0; i != _arc_num; ++i) |
1058 | 1069 |
_cap[i] = (*_pupper)[_arc_ref[i]]; |
1059 | 1070 |
} else { |
1060 |
Value val = std::numeric_limits<Value>::max(); |
|
1061 | 1071 |
for (int i = 0; i != _arc_num; ++i) |
1062 |
_cap[i] = |
|
1072 |
_cap[i] = max_cap; |
|
1063 | 1073 |
} |
1064 | 1074 |
if (_pcost) { |
1065 | 1075 |
for (int i = 0; i != _arc_num; ++i) |
... | ... |
@@ -1073,7 +1083,7 @@ |
1073 | 1083 |
// Remove non-zero lower bounds |
1074 | 1084 |
if (_plower) { |
1075 | 1085 |
for (int i = 0; i != _arc_num; ++i) { |
1076 |
|
|
1086 |
Flow c = (*_plower)[_arc_ref[i]]; |
|
1077 | 1087 |
if (c != 0) { |
1078 | 1088 |
_cap[i] -= c; |
1079 | 1089 |
_supply[_source[i]] -= c; |
... | ... |
@@ -1083,8 +1093,6 @@ |
1083 | 1093 |
} |
1084 | 1094 |
|
1085 | 1095 |
// Add artificial arcs and initialize the spanning tree data structure |
1086 |
Value max_cap = std::numeric_limits<Value>::max(); |
|
1087 |
Value max_cost = std::numeric_limits<Value>::max() / 4; |
|
1088 | 1096 |
for (int u = 0, e = _arc_num; u != _node_num; ++u, ++e) { |
1089 | 1097 |
_thread[u] = u + 1; |
1090 | 1098 |
_rev_thread[u + 1] = u; |
... | ... |
@@ -1137,7 +1145,7 @@ |
1137 | 1145 |
} |
1138 | 1146 |
delta = _cap[in_arc]; |
1139 | 1147 |
int result = 0; |
1140 |
|
|
1148 |
Flow d; |
|
1141 | 1149 |
int e; |
1142 | 1150 |
|
1143 | 1151 |
// Search the cycle along the path form the first node to the root |
... | ... |
@@ -1175,7 +1183,7 @@ |
1175 | 1183 |
void changeFlow(bool change) { |
1176 | 1184 |
// Augment along the cycle |
1177 | 1185 |
if (delta > 0) { |
1178 |
|
|
1186 |
Flow val = _state[in_arc] * delta; |
|
1179 | 1187 |
_flow[in_arc] += val; |
1180 | 1188 |
for (int u = _source[in_arc]; u != join; u = _parent[u]) { |
1181 | 1189 |
_flow[_pred[u]] += _forward[u] ? -val : val; |
... | ... |
@@ -1316,7 +1324,7 @@ |
1316 | 1324 |
|
1317 | 1325 |
// Update potentials |
1318 | 1326 |
void updatePotential() { |
1319 |
|
|
1327 |
Cost sigma = _forward[u_in] ? |
|
1320 | 1328 |
_pi[v_in] - _pi[u_in] - _cost[_pred[u_in]] : |
1321 | 1329 |
_pi[v_in] - _pi[u_in] + _cost[_pred[u_in]]; |
1322 | 1330 |
if (_succ_num[u_in] > _node_num / 2) { |
... | ... |
@@ -77,7 +77,7 @@ |
77 | 77 |
|
78 | 78 |
|
79 | 79 |
// Check the interface of an MCF algorithm |
80 |
template <typename GR, typename |
|
80 |
template <typename GR, typename Flow, typename Cost> |
|
81 | 81 |
class McfClassConcept |
82 | 82 |
{ |
83 | 83 |
public: |
... | ... |
@@ -116,18 +116,19 @@ |
116 | 116 |
|
117 | 117 |
typedef typename GR::Node Node; |
118 | 118 |
typedef typename GR::Arc Arc; |
119 |
typedef concepts::ReadMap<Node, Value> NM; |
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typedef concepts::ReadMap<Arc, Value> AM; |
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typedef concepts::ReadMap<Node, Flow> NM; |
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typedef concepts::ReadMap<Arc, Flow> FAM; |
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typedef concepts::ReadMap<Arc, Cost> CAM; |
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121 | 122 |
|
122 | 123 |
const GR &g; |
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const AM &lower; |
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const AM &upper; |
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const |
|
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const FAM &lower; |
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const FAM &upper; |
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const CAM &cost; |
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const NM ⊃ |
127 | 128 |
const Node &n; |
128 | 129 |
const Arc &a; |
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const Value &k; |
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Value v; |
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const Flow &k; |
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Flow v; |
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bool b; |
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|
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typename MCF::FlowMap &flow; |
... | ... |
@@ -206,15 +207,16 @@ |
206 | 207 |
{ |
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// Check the interfaces |
208 | 209 |
{ |
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typedef int |
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typedef int Flow; |
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typedef int Cost; |
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// TODO: This typedef should be enabled if the standard maps are |
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// reference maps in the graph concepts (See #190). |
212 | 214 |
/**/ |
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//typedef concepts::Digraph GR; |
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typedef ListDigraph GR; |
215 | 217 |
/**/ |
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checkConcept< McfClassConcept<GR, Value>, |
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NetworkSimplex<GR, Value> >(); |
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checkConcept< McfClassConcept<GR, Flow, Cost>, |
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NetworkSimplex<GR, Flow, Cost> >(); |
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} |
219 | 221 |
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// Run various MCF tests |
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