test/min_cost_flow_test.cc
author deba
Fri, 16 May 2008 12:28:23 +0000
changeset 2609 c36f00f19f2b
parent 2553 bfced05fa852
child 2621 814ba94d9989
permissions -rw-r--r--
Fixing lp constraints (solving ticket #92)
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/* -*- C++ -*-
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 *
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 * This file is a part of LEMON, a generic C++ optimization library
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 *
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 * Copyright (C) 2003-2008
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 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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 * (Egervary Research Group on Combinatorial Optimization, EGRES).
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 *
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 * Permission to use, modify and distribute this software is granted
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 * provided that this copyright notice appears in all copies. For
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 * precise terms see the accompanying LICENSE file.
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 *
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 * This software is provided "AS IS" with no warranty of any kind,
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 * express or implied, and with no claim as to its suitability for any
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 * purpose.
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 *
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 */
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#include <iostream>
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#include <fstream>
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#include <lemon/list_graph.h>
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#include <lemon/smart_graph.h>
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#include <lemon/graph_reader.h>
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#include <lemon/dimacs.h>
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#include <lemon/time_measure.h>
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#include <lemon/cycle_canceling.h>
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#include <lemon/capacity_scaling.h>
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#include <lemon/cost_scaling.h>
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#include <lemon/network_simplex.h>
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#include <lemon/min_cost_flow.h>
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#include <lemon/min_cost_max_flow.h>
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#include "test_tools.h"
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using namespace lemon;
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// Checks the feasibility of a flow
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template < typename Graph, typename LowerMap, typename CapacityMap,
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           typename SupplyMap, typename FlowMap >
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bool checkFlow( const Graph& gr,
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                const LowerMap& lower, const CapacityMap& upper,
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                const SupplyMap& supply, const FlowMap& flow )
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{
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  GRAPH_TYPEDEFS(typename Graph);
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  for (EdgeIt e(gr); e != INVALID; ++e)
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    if (flow[e] < lower[e] || flow[e] > upper[e]) return false;
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  for (NodeIt n(gr); n != INVALID; ++n) {
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    typename SupplyMap::Value sum = 0;
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    for (OutEdgeIt e(gr, n); e != INVALID; ++e)
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      sum += flow[e];
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    for (InEdgeIt e(gr, n); e != INVALID; ++e)
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      sum -= flow[e];
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    if (sum != supply[n]) return false;
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  }
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  return true;
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}
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// Checks the optimalitiy of a flow
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template < typename Graph, typename LowerMap, typename CapacityMap,
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           typename CostMap, typename FlowMap, typename PotentialMap >
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bool checkOptimality( const Graph& gr, const LowerMap& lower,
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                      const CapacityMap& upper, const CostMap& cost,
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                      const FlowMap& flow, const PotentialMap& pi )
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{
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  GRAPH_TYPEDEFS(typename Graph);
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  // Checking the Complementary Slackness optimality condition
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  bool opt = true;
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  for (EdgeIt e(gr); e != INVALID; ++e) {
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    typename CostMap::Value red_cost =
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      cost[e] + pi[gr.source(e)] - pi[gr.target(e)];
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    opt = red_cost == 0 ||
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          (red_cost > 0 && flow[e] == lower[e]) ||
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          (red_cost < 0 && flow[e] == upper[e]);
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    if (!opt) break;
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  }
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  return opt;
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}
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// Runs a minimum cost flow algorithm and checks the results
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template < typename MinCostFlowImpl, typename Graph,
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           typename LowerMap, typename CapacityMap,
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           typename CostMap, typename SupplyMap >
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void checkMcf( std::string test_id,
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               const MinCostFlowImpl& mcf, const Graph& gr,
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               const LowerMap& lower, const CapacityMap& upper,
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               const CostMap& cost, const SupplyMap& supply,
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               bool mcf_result, bool result,
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               typename CostMap::Value total )
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{
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  check(mcf_result == result, "Wrong result " + test_id);
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  if (result) {
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    check(checkFlow(gr, lower, upper, supply, mcf.flowMap()),
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          "The flow is not feasible " + test_id);
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    check(mcf.totalCost() == total, "The flow is not optimal " + test_id);
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    check(checkOptimality(gr, lower, upper, cost, mcf.flowMap(), mcf.potentialMap()),
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          "Wrong potentials " + test_id);
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  }
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}
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int main()
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{
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  // Various tests on a small graph
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  {
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    typedef ListGraph Graph;
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    GRAPH_TYPEDEFS(ListGraph);
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    // Reading the test graph
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    Graph gr;
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    Graph::EdgeMap<int> c(gr), l1(gr), l2(gr), u(gr);
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    Graph::NodeMap<int> s1(gr), s2(gr), s3(gr);
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    Node v, w;
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    std::string fname;
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    if(getenv("srcdir"))
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      fname = std::string(getenv("srcdir"));
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    else fname = ".";
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    fname += "/test/min_cost_flow_test.lgf";
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    std::ifstream input(fname.c_str());
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    check(input, "Input file '" << fname << "' not found");
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    GraphReader<Graph>(input, gr).
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      readEdgeMap("cost", c).
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      readEdgeMap("capacity", u).
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      readEdgeMap("lower1", l1).
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      readEdgeMap("lower2", l2).
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      readNodeMap("supply1", s1).
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      readNodeMap("supply2", s2).
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      readNodeMap("supply3", s3).
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      readNode("source", v).
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      readNode("target", w).
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      run();
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    input.close();
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    // Testing CapacityScaling (scaling enabled)
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    {
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      CapacityScaling<Graph> mcf1(gr,u,c,s1);        checkMcf("#A1",mcf1,gr,l1,u,c,s1,mcf1.run(),true,    0);
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      CapacityScaling<Graph> mcf2(gr,u,c,s2);        checkMcf("#A2",mcf2,gr,l1,u,c,s2,mcf2.run(),true, 5240);
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      CapacityScaling<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#A3",mcf3,gr,l1,u,c,s3,mcf3.run(),true, 7620);
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      CapacityScaling<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#A4",mcf4,gr,l2,u,c,s1,mcf4.run(),false,   0);
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      CapacityScaling<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#A5",mcf5,gr,l2,u,c,s2,mcf5.run(),true, 5970);
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      CapacityScaling<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#A6",mcf6,gr,l2,u,c,s3,mcf6.run(),true, 8010);
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    }
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    // Testing CapacityScaling (scaling disabled)
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    {
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      CapacityScaling<Graph> mcf1(gr,u,c,s1);        checkMcf("#B1",mcf1,gr,l1,u,c,s1,mcf1.run(false),true,    0);
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      CapacityScaling<Graph> mcf2(gr,u,c,s2);        checkMcf("#B2",mcf2,gr,l1,u,c,s2,mcf2.run(false),true, 5240);
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      CapacityScaling<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#B3",mcf3,gr,l1,u,c,s3,mcf3.run(false),true, 7620);
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      CapacityScaling<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#B4",mcf4,gr,l2,u,c,s1,mcf4.run(false),false,   0);
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      CapacityScaling<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#B5",mcf5,gr,l2,u,c,s2,mcf5.run(false),true, 5970);
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      CapacityScaling<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#B6",mcf6,gr,l2,u,c,s3,mcf6.run(false),true, 8010);
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    }
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    // Testing CostScaling
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    {
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      CostScaling<Graph> mcf1(gr,u,c,s1);        checkMcf("#C1",mcf1,gr,l1,u,c,s1,mcf1.run(),true,    0);
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      CostScaling<Graph> mcf2(gr,u,c,s2);        checkMcf("#C2",mcf2,gr,l1,u,c,s2,mcf2.run(),true, 5240);
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      CostScaling<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#C3",mcf3,gr,l1,u,c,s3,mcf3.run(),true, 7620);
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      CostScaling<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#C4",mcf4,gr,l2,u,c,s1,mcf4.run(),false,   0);
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      CostScaling<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#C5",mcf5,gr,l2,u,c,s2,mcf5.run(),true, 5970);
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      CostScaling<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#C6",mcf6,gr,l2,u,c,s3,mcf6.run(),true, 8010);
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    }
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    // Testing NetworkSimplex (with the default pivot rule)
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    {
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      NetworkSimplex<Graph> mcf1(gr,u,c,s1);        checkMcf("#D1",mcf1,gr,l1,u,c,s1,mcf1.run(),true,    0);
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      NetworkSimplex<Graph> mcf2(gr,u,c,s2);        checkMcf("#D2",mcf2,gr,l1,u,c,s2,mcf2.run(),true, 5240);
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      NetworkSimplex<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#D3",mcf3,gr,l1,u,c,s3,mcf3.run(),true, 7620);
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      NetworkSimplex<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#D4",mcf4,gr,l2,u,c,s1,mcf4.run(),false,   0);
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      NetworkSimplex<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#D5",mcf5,gr,l2,u,c,s2,mcf5.run(),true, 5970);
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      NetworkSimplex<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#D6",mcf6,gr,l2,u,c,s3,mcf6.run(),true, 8010);
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    }
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    // Testing NetworkSimplex (with FIRST_ELIGIBLE_PIVOT)
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    {
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      NetworkSimplex<Graph>::PivotRuleEnum pr = NetworkSimplex<Graph>::FIRST_ELIGIBLE_PIVOT;
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      NetworkSimplex<Graph> mcf1(gr,u,c,s1);        checkMcf("#E1",mcf1,gr,l1,u,c,s1,mcf1.run(pr),true,    0);
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      NetworkSimplex<Graph> mcf2(gr,u,c,s2);        checkMcf("#E2",mcf2,gr,l1,u,c,s2,mcf2.run(pr),true, 5240);
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      NetworkSimplex<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#E3",mcf3,gr,l1,u,c,s3,mcf3.run(pr),true, 7620);
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      NetworkSimplex<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#E4",mcf4,gr,l2,u,c,s1,mcf4.run(pr),false,   0);
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      NetworkSimplex<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#E5",mcf5,gr,l2,u,c,s2,mcf5.run(pr),true, 5970);
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      NetworkSimplex<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#E6",mcf6,gr,l2,u,c,s3,mcf6.run(pr),true, 8010);
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    }
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    // Testing NetworkSimplex (with BEST_ELIGIBLE_PIVOT)
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    {
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      NetworkSimplex<Graph>::PivotRuleEnum pr = NetworkSimplex<Graph>::BEST_ELIGIBLE_PIVOT;
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      NetworkSimplex<Graph> mcf1(gr,u,c,s1);        checkMcf("#F1",mcf1,gr,l1,u,c,s1,mcf1.run(pr),true,    0);
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      NetworkSimplex<Graph> mcf2(gr,u,c,s2);        checkMcf("#F2",mcf2,gr,l1,u,c,s2,mcf2.run(pr),true, 5240);
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      NetworkSimplex<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#F3",mcf3,gr,l1,u,c,s3,mcf3.run(pr),true, 7620);
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      NetworkSimplex<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#F4",mcf4,gr,l2,u,c,s1,mcf4.run(pr),false,   0);
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      NetworkSimplex<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#F5",mcf5,gr,l2,u,c,s2,mcf5.run(pr),true, 5970);
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      NetworkSimplex<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#F6",mcf6,gr,l2,u,c,s3,mcf6.run(pr),true, 8010);
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    }
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    // Testing NetworkSimplex (with BLOCK_SEARCH_PIVOT)
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    {
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      NetworkSimplex<Graph>::PivotRuleEnum pr = NetworkSimplex<Graph>::BLOCK_SEARCH_PIVOT;
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      NetworkSimplex<Graph> mcf1(gr,u,c,s1);        checkMcf("#G1",mcf1,gr,l1,u,c,s1,mcf1.run(pr),true,    0);
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      NetworkSimplex<Graph> mcf2(gr,u,c,s2);        checkMcf("#G2",mcf2,gr,l1,u,c,s2,mcf2.run(pr),true, 5240);
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      NetworkSimplex<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#G3",mcf3,gr,l1,u,c,s3,mcf3.run(pr),true, 7620);
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      NetworkSimplex<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#G4",mcf4,gr,l2,u,c,s1,mcf4.run(pr),false,   0);
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      NetworkSimplex<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#G5",mcf5,gr,l2,u,c,s2,mcf5.run(pr),true, 5970);
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      NetworkSimplex<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#G6",mcf6,gr,l2,u,c,s3,mcf6.run(pr),true, 8010);
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    }
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    // Testing NetworkSimplex (with LIMITED_SEARCH_PIVOT)
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    {
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      NetworkSimplex<Graph>::PivotRuleEnum pr = NetworkSimplex<Graph>::LIMITED_SEARCH_PIVOT;
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      NetworkSimplex<Graph> mcf1(gr,u,c,s1);        checkMcf("#H1",mcf1,gr,l1,u,c,s1,mcf1.run(pr),true,    0);
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      NetworkSimplex<Graph> mcf2(gr,u,c,s2);        checkMcf("#H2",mcf2,gr,l1,u,c,s2,mcf2.run(pr),true, 5240);
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      NetworkSimplex<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#H3",mcf3,gr,l1,u,c,s3,mcf3.run(pr),true, 7620);
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      NetworkSimplex<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#H4",mcf4,gr,l2,u,c,s1,mcf4.run(pr),false,   0);
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      NetworkSimplex<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#H5",mcf5,gr,l2,u,c,s2,mcf5.run(pr),true, 5970);
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      NetworkSimplex<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#H6",mcf6,gr,l2,u,c,s3,mcf6.run(pr),true, 8010);
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    }
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    // Testing NetworkSimplex (with CANDIDATE_LIST_PIVOT)
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    {
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      NetworkSimplex<Graph>::PivotRuleEnum pr = NetworkSimplex<Graph>::CANDIDATE_LIST_PIVOT;
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      NetworkSimplex<Graph> mcf1(gr,u,c,s1);        checkMcf("#I1",mcf1,gr,l1,u,c,s1,mcf1.run(pr),true,    0);
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      NetworkSimplex<Graph> mcf2(gr,u,c,s2);        checkMcf("#I2",mcf2,gr,l1,u,c,s2,mcf2.run(pr),true, 5240);
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      NetworkSimplex<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#I3",mcf3,gr,l1,u,c,s3,mcf3.run(pr),true, 7620);
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      NetworkSimplex<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#I4",mcf4,gr,l2,u,c,s1,mcf4.run(pr),false,   0);
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      NetworkSimplex<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#I5",mcf5,gr,l2,u,c,s2,mcf5.run(pr),true, 5970);
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      NetworkSimplex<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#I6",mcf6,gr,l2,u,c,s3,mcf6.run(pr),true, 8010);
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    }
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    // Testing CycleCanceling (with BellmanFord)
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    {
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      CycleCanceling<Graph> mcf1(gr,u,c,s1);        checkMcf("#J1",mcf1,gr,l1,u,c,s1,mcf1.run(),true,    0);
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      CycleCanceling<Graph> mcf2(gr,u,c,s2);        checkMcf("#J2",mcf2,gr,l1,u,c,s2,mcf2.run(),true, 5240);
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      CycleCanceling<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#J3",mcf3,gr,l1,u,c,s3,mcf3.run(),true, 7620);
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      CycleCanceling<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#J4",mcf4,gr,l2,u,c,s1,mcf4.run(),false,   0);
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      CycleCanceling<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#J5",mcf5,gr,l2,u,c,s2,mcf5.run(),true, 5970);
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      CycleCanceling<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#J6",mcf6,gr,l2,u,c,s3,mcf6.run(),true, 8010);
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    }
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    // Testing CycleCanceling (with MinMeanCycle)
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    {
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      CycleCanceling<Graph> mcf1(gr,u,c,s1);        checkMcf("#K1",mcf1,gr,l1,u,c,s1,mcf1.run(true),true,    0);
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      CycleCanceling<Graph> mcf2(gr,u,c,s2);        checkMcf("#K2",mcf2,gr,l1,u,c,s2,mcf2.run(true),true, 5240);
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      CycleCanceling<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#K3",mcf3,gr,l1,u,c,s3,mcf3.run(true),true, 7620);
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      CycleCanceling<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#K4",mcf4,gr,l2,u,c,s1,mcf4.run(true),false,   0);
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      CycleCanceling<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#K5",mcf5,gr,l2,u,c,s2,mcf5.run(true),true, 5970);
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      CycleCanceling<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#K6",mcf6,gr,l2,u,c,s3,mcf6.run(true),true, 8010);
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    }
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    // Testing MinCostFlow
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    {
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      MinCostFlow<Graph> mcf1(gr,u,c,s1);        checkMcf("#L1",mcf1,gr,l1,u,c,s1,mcf1.run(),true,    0);
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      MinCostFlow<Graph> mcf2(gr,u,c,s2);        checkMcf("#L2",mcf2,gr,l1,u,c,s2,mcf2.run(),true, 5240);
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      MinCostFlow<Graph> mcf3(gr,u,c,v,w,27);    checkMcf("#L3",mcf3,gr,l1,u,c,s3,mcf3.run(),true, 7620);
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      MinCostFlow<Graph> mcf4(gr,l2,u,c,s1);     checkMcf("#L4",mcf4,gr,l2,u,c,s1,mcf4.run(),false,   0);
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      MinCostFlow<Graph> mcf5(gr,l2,u,c,s2);     checkMcf("#L5",mcf5,gr,l2,u,c,s2,mcf5.run(),true, 5970);
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      MinCostFlow<Graph> mcf6(gr,l2,u,c,v,w,27); checkMcf("#L6",mcf6,gr,l2,u,c,s3,mcf6.run(),true, 8010);
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    }
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    // Testing MinCostMaxFlow
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    {
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      MinCostMaxFlow<Graph> mcmf(gr,u,c,v,w);
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      mcmf.run();
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      checkMcf("#M1",mcmf,gr,l1,u,c,s3,true,true,7620);
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    }
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  }
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  // Benchmark test on a DIMACS network
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  {
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    typedef SmartGraph Graph;
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    GRAPH_TYPEDEFS(SmartGraph);
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    // Reading the test graph
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    Graph graph;
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    Graph::EdgeMap<int> lower(graph), capacity(graph), cost(graph);
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    Graph::NodeMap<int> supply(graph);
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    std::string fname;
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    if(getenv("srcdir"))
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      fname = std::string(getenv("srcdir"));
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    else fname = ".";
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    fname += "/test/min_cost_flow_test.net";
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   280
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    std::ifstream input(fname.c_str());
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    check(input, "Input file '" << fname << "' not found");
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    readDimacs(input, graph, lower, capacity, cost, supply);
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    input.close();
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    // NetworkSimplex
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    {
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      Timer t;
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      NetworkSimplex<Graph> mcf(graph, lower, capacity, cost, supply);
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      bool res = mcf.run();
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      t.stop();
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      checkMcf("#T3", mcf, graph, lower, capacity, cost, supply, res, true, 196587626);
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      std::cout << "NetworkSimplex";
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      std::cout << std::endl << t << std::endl;
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    }
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    // CapacityScaling
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    {
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      Timer t;
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      CapacityScaling<Graph> mcf(graph, lower, capacity, cost, supply);
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      bool res = mcf.run();
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      t.stop();
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      checkMcf("#T1", mcf, graph, lower, capacity, cost, supply, res, true, 196587626);
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      std::cout << "CapacityScaling";
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   304
      std::cout << std::endl << t << std::endl;
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   305
    }
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   306
    // CostScaling
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   307
    {
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   308
      Timer t;
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   309
      CostScaling<Graph> mcf(graph, lower, capacity, cost, supply);
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   310
      bool res = mcf.run();
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   311
      t.stop();
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   312
      checkMcf("#T2", mcf, graph, lower, capacity, cost, supply, res, true, 196587626);
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   313
      std::cout << "CostScaling";
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   314
      std::cout << std::endl << t << std::endl;
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   315
    }
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   316
    // CycleCanceling
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   317
    {
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   318
      Timer t;
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   319
      CycleCanceling<Graph> mcf(graph, lower, capacity, cost, supply);
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   320
      bool res = mcf.run();
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   321
      t.stop();
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   322
      checkMcf("#T4", mcf, graph, lower, capacity, cost, supply, res, true, 196587626);
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   323
      std::cout << "CycleCanceling";
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   324
      std::cout << std::endl << t << std::endl;
kpeter@2584
   325
    }
kpeter@2584
   326
  }
alpar@899
   327
kpeter@2584
   328
  return 0;
alpar@899
   329
}