static void Main(string[] args)
{
string data_path = "Server = PC-201606172102\\SQLExpress;DataBase = 乘务计划;Integrated Security = true";
//string data_path = "Server = PC-201606172102\\SQLExpress;DataBase = 乘务计划CSP1440;Integrated Security = true";
NetWork Net = new NetWork();
Net.CreateNetwork(data_path);
Net.IsAllTripsCovered();
//检查无误
InitialSolution IS = new InitialSolution(Net);
Stopwatch sw = new Stopwatch();
sw.Start();
IS.GetFeasibleSolutionByPenalty();
//IS.GetFeasibleSolutionByMethod1();//顺逆向标号在多基地时有问题：如对点i，顺向时最短路对应基地为B1,逆向时最短路对应基地为B2.错误
sw.Stop();
Report Report_IS = new Report(IS.PathSet);
Console.WriteLine(Report_IS.TransferSolution());
Console.WriteLine("平均纯乘务时间：{0} 平均换乘时间{1} 平均task数{2}", Report_IS.summary_mean.mean_PureCrew
, Report_IS.summary_mean.mean_Trans, Report_IS.summary_mean.mean_Tasks);
Report_IS.WriteCrewPaths(@"D:\代码项目\C#\CG-version2.1_cost_1440-重构\CG_CSP_1440\ISS_LineList.txt");
Console.WriteLine(sw.Elapsed.TotalSeconds);
//checked：OK
/*********<<下面开始测试CG>>***************************************************************************/
CSP csp = new CSP(Net);
csp.Branch_and_Price(IS);
int y = 0;
}
public void TestInstance(string caseName, string mealWindow, DataReader Data, ref Summary singleCaseSummary)
{
Stopwatch sw_all = new Stopwatch();
Stopwatch sw_creat_net = new Stopwatch();
Stopwatch sw_IS = new Stopwatch();
Stopwatch sw_BandB = new Stopwatch();
sw_all.Start();
sw_creat_net.Start();
sw_IS.Start();
NetWork Net = new NetWork();
Net.CreateNetwork(Data);
Net.IsAllTripsCovered();
sw_creat_net.Stop();
Console.WriteLine("connect arc num: {0}", Net.ArcSet.Count);
Console.WriteLine("connect node num: {0}", Net.NodeSet.Count);
//get initail solution
InitialSolution IS = new InitialSolution(Net);
//IS.GetFeasibleSolutionByPenalty();
//IS.GetFeasibleSolutionByMethod1();
IS.GetVirtualPathSetAsInitSoln();
sw_IS.Stop();
//Report Report_IS = new Report(IS.PathSet);
//Console.WriteLine(Report_IS.TransferSolution());
//Console.WriteLine("平均纯乘务时间：{0} 平均换乘时间{1} 平均task数{2}", Report_IS.summary_mean.mean_PureCrew,
// Report_IS.summary_mean.mean_Trans, Report_IS.summary_mean.mean_Tasks);
//string initial_solution_dir = System.Environment.CurrentDirectory + "\\结果\\" + caseName + "\\初始解.txt";
//Report_IS.WriteCrewPaths(initial_solution_dir);
//Console.WriteLine(sw_IS.Elapsed.TotalSeconds);
/*********<<下面开始测试CG>>***************************************************************************/
sw_BandB.Start();
CSP csp = new CSP(Net);
csp.testCase = caseName + "\\" + mealWindow;
csp.Branch_and_Price(IS);
sw_BandB.Stop();
sw_all.Stop();
Logger.GetUncoveredTasks(csp.GetOptPathSet(), Net.TripList, caseName, mealWindow);
Logger.GetSchedule(csp.GetOptPathSet(), caseName, mealWindow);
singleCaseSummary = new Summary("CG", caseName + "_" + mealWindow, sw_all.Elapsed.TotalSeconds, csp.LB_LR, csp.UB_LR, csp.num_all_crew);
string path = System.Environment.CurrentDirectory + "\\结果\\" + caseName + "\\" + mealWindow + "\\求解信息.txt";
FileStream fs = new FileStream(path, FileMode.Create);
StreamWriter strwrite = new StreamWriter(fs);
strwrite.WriteLine("建网时间:{0}", sw_creat_net.Elapsed.TotalSeconds);
strwrite.WriteLine("接续弧的数量:{0}", Net.ArcSet.Count());
strwrite.WriteLine("网络中节点数量:{0}", Net.NodeSet.Count());
//strwrite.WriteLine("初始解产生时间:{0}", sw_IS.Elapsed.TotalSeconds);
strwrite.WriteLine("LP_OPT_SOLN时间:{0}", csp.time_root_node);
strwrite.WriteLine("分支定界用时:{0}", sw_BandB.Elapsed.TotalSeconds);
strwrite.WriteLine("总乘务组数量:{0}", csp.num_all_crew);
strwrite.WriteLine("模型总共求解时间:{0}", sw_all.Elapsed.TotalSeconds);
strwrite.WriteLine("总目标函数:{0}", /*csp.OBJVALUE);*/ csp.All_obj);
strwrite.WriteLine("最短路总计算次数:{0}", csp.total_nums_rcspp);
strwrite.WriteLine("初始解列数:{0}", IS.PathSet.Count);
strwrite.WriteLine("列池总数:{0}", csp.ColumnPool.Count);
strwrite.Close();
fs.Close();
// get objective value in the process of iterations
StreamWriter obj_iter = new StreamWriter(System.Environment.CurrentDirectory + "\\结果\\" + caseName + "\\" + mealWindow + "\\OBJ迭代.csv");
obj_iter.WriteLine("ObjValue");
foreach (var obj in csp.obj_iter)
{
obj_iter.WriteLine(obj);
}
obj_iter.Close();
//string num_label_iter = System.Environment.CurrentDirectory + "\\结果\\" + caseName + "\\标号数量与求解时间迭代(2).csv";
//strwrite = new StreamWriter(num_label_iter, false, Encoding.Default);
//strwrite.WriteLine("iter,label num,time*10000");
//for (int i = 0; i < csp.num_label_iter.Count; i++)
//{
// strwrite.WriteLine(i + 1 + "," + csp.num_label_iter[i] + "," + csp.time_rcspp[i] * 10000);
//}
//strwrite.Close();
}
static void Main(string[] args)
{
//string data_path = "Server = PC-201606172102\\SQLExpress;DataBase = 乘务计划;Integrated Security = true";
//string data_path = "Server = PC-201606172102\\SQLExpress;DataBase = 乘务计划CSP1440;Integrated Security = true";
// string data_dir = @"\data\京津";
Stopwatch sw_all = new Stopwatch();
Stopwatch sw_creat_net = new Stopwatch();
Stopwatch sw_IS = new Stopwatch();
Stopwatch sw_BandB = new Stopwatch();
sw_all.Start();
string test_case = "沪杭"; //"BigScale";////
CrewRules.All_Num_Crew = 240; //京津-60；沪杭-240；bigscal-300;bigscal2-400
string data_dir = @"\data\" + test_case; //京津";
DataReader Data = new DataReader();
List <string> csvfiles;
Data.Connect_csvs(out csvfiles, data_dir);
Data.LoadRules_csv(); //该函数并未考虑时间窗
//考虑时间窗的话，为了测试方便，直接在代码里设置时间窗的参数，而不是放在文件中
Data.CrewRules.DisplayRules();
Data.LoadData_csv(Data.CrewRules.MaxDays);
sw_creat_net.Start();
NetWork Net = new NetWork();
Net.CreateNetwork(Data);
Net.IsAllTripsCovered();
sw_creat_net.Stop();
sw_IS.Start();
//检查无误
InitialSolution IS = new InitialSolution(Net);
//IS.GetFeasibleSolutionByPenalty();
IS.GetFeasibleSolutionByMethod1();//顺逆向标号在多基地时有问题：如对点i，顺向时最短路对应基地为B1,逆向时最短路对应基地为B2.错误
sw_IS.Stop();
Report Report_IS = new Report(IS.PathSet);
Console.WriteLine(Report_IS.TransferSolution());
Console.WriteLine("平均纯乘务时间：{0} 平均换乘时间{1} 平均task数{2}", Report_IS.summary_mean.mean_PureCrew,
Report_IS.summary_mean.mean_Trans, Report_IS.summary_mean.mean_Tasks);
//string initial_solution_dir = System.Environment.CurrentDirectory + "\\结果\\京津\\初始解.txt";
string initial_solution_dir = System.Environment.CurrentDirectory + "\\结果\\" + test_case + "\\初始解.txt";
//Report_IS.WriteCrewPaths(@"D:\代码项目\C#\CG-version2.1_cost_1440-重构\CG_CSP_1440\jj158ISS_LineList.txt");
Report_IS.WriteCrewPaths(initial_solution_dir);
Console.WriteLine(sw_IS.Elapsed.TotalSeconds);
//checked：OK
/*********<<下面开始测试CG>>***************************************************************************/
sw_BandB.Start();
CSP csp = new CSP(Net);
csp.testCase = test_case;
csp.Branch_and_Price(IS);
sw_BandB.Stop();
sw_all.Stop();
StreamWriter obj_iter = new StreamWriter(System.Environment.CurrentDirectory + "\\结果\\" + test_case + "\\OBJ迭代.csv");
obj_iter.WriteLine("ObjValue");
foreach (var obj in csp.obj_iter)
{
obj_iter.WriteLine(obj);
}
obj_iter.Close();
string path = System.Environment.CurrentDirectory + "\\结果\\" + test_case + "\\求解信息.txt";
FileStream fs = new FileStream(path, FileMode.Create);
StreamWriter strwrite = new StreamWriter(fs);
strwrite.WriteLine("建网时间:{0}", sw_creat_net.Elapsed.TotalSeconds);
strwrite.WriteLine("接续弧的数量:{0}", Net.ArcSet.Count());
strwrite.WriteLine("网络中节点数量:{0}", Net.NodeSet.Count());
strwrite.WriteLine("初始解产生时间:{0}", sw_IS.Elapsed.TotalSeconds);
strwrite.WriteLine("分支定界用时:{0}", sw_BandB.Elapsed.TotalSeconds);
strwrite.WriteLine("总乘务组数量:{0}", csp.num_all_crew);
strwrite.WriteLine("模型总共求解时间:{0}", sw_all.Elapsed.TotalSeconds);
strwrite.WriteLine("总目标函数:{0}", /*csp.OBJVALUE);*/ csp.All_obj);
strwrite.WriteLine("最短路总计算次数:{0}", csp.total_nums_rcspp);
strwrite.WriteLine("初始解列数:{0}", IS.PathSet.Count);
strwrite.WriteLine("列池总数:{0}", csp.ColumnPool.Count);
strwrite.Close();
fs.Close();
string dualprice_iter = System.Environment.CurrentDirectory + "\\结果\\" + test_case + "\\对偶乘子迭代.csv";
strwrite = new StreamWriter(dualprice_iter, false, Encoding.Default);
//strwrite.WriteLine("iter,dual_price");
csp.task_dualPrice.OrderBy(k => k.Key).ToDictionary(k => k.Key, v => v.Value);
int i = 0;
for (i = 1; i < csp.task_dualPrice.Keys.Count; i++)
{
strwrite.Write("task" + i + ",");
}
strwrite.WriteLine("task" + i);
for (int j = 0; j < csp.task_dualPrice[1].Count; j++)
{
for (i = 1; i < csp.task_dualPrice.Keys.Count; i++)
{
strwrite.Write(csp.task_dualPrice[i][j] + ",");
}
strwrite.WriteLine(csp.task_dualPrice[i][j]);
}
strwrite.Close();
string num_label_iter = System.Environment.CurrentDirectory + "\\结果\\" + test_case + "\\标号数量与求解时间迭代(2).csv";
strwrite = new StreamWriter(num_label_iter, false, Encoding.Default);
strwrite.WriteLine("iter,label num,time*10000");
for (i = 0; i < csp.num_label_iter.Count; i++)
{
strwrite.WriteLine(i + 1 + "," + csp.num_label_iter[i] + "," + csp.time_rcspp[i] * 10000);
}
strwrite.Close();
//string time_rcspp_iter = System.Environment.CurrentDirectory + "\\结果\\" + test_case + "\\最短路求解时间迭代.csv";
//strwrite = new StreamWriter(time_rcspp_iter, false, Encoding.Default);
//strwrite.WriteLine("iter,time");
//for (i = 0; i < csp.time_rcspp.Count; i++)
//{
// strwrite.WriteLine(i+1 + "," );
//}
//strwrite.Close();
}
static void Main(string[] args)
{
string data_path = "Server = PC-201606172102\\SQLExpress;DataBase = 乘务计划;Integrated Security = true";
/*--LOAD DATA FROM SQL--*/
NetWork Network = new NetWork();
Network.CreateNetwork(data_path);
Network.IsAllTripsCovered();
//建网，一天的没问题，但未删除出入度为0的点与弧
//出度为0，说明到达站不在乘务基地，说明其到达时间太晚，无法接续 其他到站为乘务基地的车次
//入度为0，说明出发站不在乘务基地，说明其出发时间太早，发站为乘务基地的车次 无法接续 到它
//两天的网，再说
System.Diagnostics.Stopwatch Net_start = new System.Diagnostics.Stopwatch();
Net_start.Start();
InitialSolution IS = new InitialSolution(Network); //京津，200车次，初始解耗时：107s;建网仅0.6s
IS.GetFeasibleSolutionByPenalty(); //Add 2-21-2019
Net_start.Stop();
TimeSpan initiail_solution = Net_start.Elapsed;
Console.WriteLine("time for get inition solution : " + initiail_solution.TotalSeconds);
//test path content of initial feasible solution
List <Pairing> initial_Paths = new List <Pairing>();
initial_Paths = IS.PathSet;
Node trip = new Node();
int count = 0;
int i;
foreach (Pairing path in initial_Paths)
{
Console.WriteLine("route " + count);
for (i = 0; i < path.Arcs.Count; i++)
{
trip = path.Arcs[i].D_Point;
Console.Write(trip.ID + " -> ");
}
count++;
}
/*--BRANCH AND PRICE--*/
CSP Csp = new CSP(Network);
//Csp.Build_RMP(IS);
Csp.Build_RMP(IS);
Csp.LinearRelaxation();
string LP_result_schedule = "C:\\Users\\Administrator\\Desktop\\LP_CYY2.txt";
//Csp.WriteCrewPaths(LP_result_schedule);
Cplex masterModel = Csp.masterModel;
List <INumVar> vars = Csp.DvarSet;
//masterModel.WriteSolutions("D:\\Crew_Solution.txt");
masterModel.ExportModel("D:\\MP2.lp");
int j;
count = 0;
for (i = 0; i < vars.Count; i++)
{
if (masterModel.GetValue((INumVar)(vars[i])) >= 0.5)
{
for (j = 0; j < Csp.PathSet[i].Arcs.Count; j++)
{
Console.Write(Csp.PathSet[i].Arcs[j].D_Point.ID + " -> ");
}
//Console.WriteLine();
Console.WriteLine("route " + count++);
}
}
for (int t = 0; t < vars.Count; t++)
{
masterModel.Add(masterModel.Conversion((INumVar)vars[t], NumVarType.Int));
}
//masterModel.SetParam(Cplex.IntParam.VarSel, 3);//强分支
//masterModel.SetParam(Cplex.DoubleParam.EpGap, 0.05);//相对GAP
masterModel.SetParam(Cplex.DoubleParam.TiLim, 1800);//求解时间1200s
masterModel.Solve();
masterModel.WriteSolutions("D:\\IP_Solutions");
string IP_result_schedule = "C:\\Users\\Administrator\\Desktop\\IP_Crew_Schedule2.txt";
//Csp.WriteCrewPaths(IP_result_schedule);
count = 0;
for (i = 0; i < vars.Count; i++)
{
if (masterModel.GetValue((INumVar)(vars[i])) >= 0.5)
{
for (j = 0; j < Csp.PathSet[i].Arcs.Count; j++)
{
Console.Write(Csp.PathSet[i].Arcs[j].D_Point.ID + " -> ");
}
//Console.WriteLine();
Console.WriteLine("route " + count++);
}
}
int all_covered_num = 0; count = 0;
int[] trip_coverd = new int[151];
for (i = 0; i < 151; i++)
{
trip_coverd[i] = 0;
}
for (i = 0; i < vars.Count; i++)
{
if (masterModel.GetValue((INumVar)(vars[i])) >= 0.5)
{
Console.Write("route " + (++count) + ",");
Console.Write(Csp.PathSet[i].Arcs.Count - 1 + "\t");
all_covered_num = all_covered_num + Csp.PathSet[i].Arcs.Count - 1;
Node trip2 = new Node();
for (j = 0; j < Csp.PathSet[i].Arcs.Count; j++)
{
if (Csp.PathSet[i].Arcs[j].O_Point.LineID != 0)
{
for (int k = 0; k < 151; k++)
{
if (Csp.PathSet[i].Arcs[j].O_Point.LineID == (k + 1))
{
trip_coverd[k]++;
break;
}
}
}
}
}
}
Console.WriteLine("all covered node num:" + all_covered_num);
for (int t = 0; t < trip_coverd.Length; t++)
{
if (trip_coverd[t] < 1)
{
Console.Write("<< trip" + (t + 1) + " coverd " + trip_coverd[t] + " times " + " >> ");
}
}
}