private void button1_Click(object sender, EventArgs e)
{
int numOfRuns = (int)numericUpDown1.Value;
string seriesName = "fitness/Generation";
chart1.Series.Remove(chart1.Series[0]);
Random rnd = new Random();
for (int i = 0; i < numOfRuns; i++)
{
chart1.Series.Add(seriesName + "_" + i.ToString());
chart1.Series[i].ChartType = System.Windows.Forms.DataVisualization
.Charting.SeriesChartType.Line;
chart1.Series[i].Color = Color.FromArgb(
rnd.Next(1, 255),
rnd.Next(1, 255),
rnd.Next(1, 255));
}
timer1.Start();
record = new Record(numOfRuns);
EnvironmentVar[] enVars = new EnvironmentVar[numOfRuns];
App frontApp = new App();
frontApp.Use <SUTInitialization>(textBox1.Text, (int)numericUpDown2.Value, record);
frontApp.Use <TaskDistributor>(enVars, numOfRuns, record, Convert.ToInt16(textBox2.Text));
frontApp.Use <Monitor>(record, enVars);
frontApp.GetAppFunc().Invoke(null);
}
public async Task <int> Invoke(EnvironmentVar envar)
{
enVar = envar;
await Task.Run(() => GA_Start());
await _next(enVar);
return(0);
}
public async Task <int> Invoke(EnvironmentVar enVar)
{
Task monitor = Task.Run(() =>
{
while (!_enVars.All(x => x.finishIndicate == true))
{
for (int i = 0; i < _enVars.Length; i++)
{
if (_enVars[i].continueIndicate == false)
{
/** update fitRecord table **/
int gen = (int)_enVars[i].genFitRecord[0];
double fit = (double)_enVars[i].genFitRecord[1];
_record.fitRecord.Rows[gen][i + 1] = fit;
/** update SolRecord table **/
string strSolution = null;
Array.ForEach(_enVars[i].population
.OrderByDescending(x => x.Value)
.First().Key
.GetGenotype(), x =>
{
int[] tmp = null;
x.GetGenValue(ref tmp);
string tempStr = "(";
foreach (var item in tmp)
{
tempStr = tempStr + item.ToString() + " ";
}
tempStr = tempStr + ")";
strSolution = strSolution + tempStr;
});
_record.solRecord.Rows[gen][i + 1] = strSolution;
_record.currentGen[i] = gen;
_record.updateIndicate[i] = true;
_enVars[i].continueIndicate = true;
}
}
}
ExcelOperation.dataTableListToExcel(
new List <DataTable> {
_record.fitRecord, _record.solRecord
},
false,
Environment.GetFolderPath(Environment.SpecialFolder.Desktop) + @"/out.xlsx"
);
});
await monitor;
Console.WriteLine("Mointor Closed.");
return(0);
}
public async Task Invoke(EnvironmentVar enVar)
{
Task t = Task.Run(() =>
{
for (int i = 0; i >= 0; i--)
{
System.Threading.Thread.Sleep(1000);
Console.WriteLine("Starts in: {0}", i);
}
});
await t;
await _next(enVar);
Console.WriteLine("All tasks are done");
}
public async Task <int> Invoke(EnvironmentVar enVar)
{
int k = 0;
for (int i = 0; i < _enVars.Length; i++)
{
_enVars[i] = new EnvironmentVar();
_enVars[i].initializeEnvironmentVar(i);
_enVars[i].pmProblem = _record.sutInfo;
apps[i] = new App();
}
Task <int>[] taskList = new Task <int> [_numOfThread];
_next(null); // Start Monitor
_record.warmUpWatch.Stop();
_record.gaWatch.Start();
while (k < _numOfTasks)
{
if (_numOfTasks - k < _numOfThread)
{
_numOfThread = _numOfTasks - k;
}
for (int i = 0; i < _numOfThread; i++)
{
apps[k + i].Use <InitializationMidWare>();
apps[k + i].Use <StdGA>();
taskList[i] = apps[k + i].GetAppFunc().Invoke(_enVars[k + i]);
//taskList[i] = Task.Run(()=>{
// Console.WriteLine("in tasks {0}",Task.CurrentId);
// System.Threading.Thread.Sleep(5000);
// Console.WriteLine("finish task {0}", Task.CurrentId);
//});
}
//while (!taskList.All(x => x.Result == 1)) ;
for (int i = 0; i < _numOfThread; i++)
{
await taskList[i];
}
k = k + _numOfThread;
}
_record.gaWatch.Stop();
Console.WriteLine("All tasks are done");
return(0);
}
public async Task <int> Invoke(EnvironmentVar enVar)
{
Task taskInitialPop = new Task(() =>
{
foreach (var genotype in enVar.tempPopulation)
{
for (int i = 0; i < enVar.pmGenotypeLen; i++)
{
int count = (int)enVar.pmProblem["Dimension"];
if (count != 2)
{
Console.WriteLine("Dimension is not 2, Program should stop!");
break;
}
int[] newGene = new int[3];
int decodeLow = 0;
int decodeHigh = 0;
decodeLow = (int)Math.Pow((((List <Tuple <int, int> >)enVar.pmProblem["Bound"])[0].Item1), 2)
+ (((List <Tuple <int, int> >)enVar.pmProblem["Bound"])[0].Item1);
decodeHigh = (int)Math.Pow((((List <Tuple <int, int> >)enVar.pmProblem["Bound"])[1].Item2), 2)
+ (((List <Tuple <int, int> >)enVar.pmProblem["Bound"])[1].Item2);
int lowBound = enVar.rnd.Next(decodeLow, decodeHigh);
int highBound = enVar.rnd.Next(lowBound, decodeHigh);
newGene[0] = lowBound;
newGene[1] = highBound;
newGene[2] = enVar.rnd.Next(1, (int)enVar.pmProblem["Weight"]);
genotype.Key.ModifyGenValue(i, newGene);
}
}
});
taskInitialPop.Start();
await taskInitialPop;
Console.WriteLine("Next GA");
await _next(enVar);
Console.WriteLine("Task finish {0}", Task.CurrentId);
return(1);
}
public Task <int> InvokeNext(EnvironmentVar env)
{
try
{
if (_queue.Count == 0)
{
env.emptyQueue = true;
return(Task.Run <int>(() =>
{
return 0;
}));
}
var Obj = _queue.Dequeue();
MethodInfo InvokeMethod = Obj.GetType().GetMethod("Invoke");
return((Task <int>)InvokeMethod.Invoke(Obj, new object[] { env }));
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
return(null);
}
}
public async Task <int> Invoke(EnvironmentVar enVar)
{
Dictionary <string, object> sutParam = SUT.SelectSUT(_selectSUT);
sutParam["SUTPath"] = _sutPath;
_record.sutInfo = sutParam;
Task taskInitialSUT = Task.Run(() => {
LocalFileAccess lfa = new LocalFileAccess();
List <string> list = new List <string>();
lfa.StoreLinesToList(_sutPath.ToString(), list);
DataTable dt = new DataTable();
dt.Columns.Add("Input", Type.GetType("System.String"));
for (int i = 0; i < (int)sutParam["NumOfCE"]; i++)
{
dt.Columns.Add((i + 1).ToString(), Type.GetType("System.String"));
}
foreach (string s in list)
{
int length = dt.Rows.Count;
if (length == 0)
{
int c = Convert.ToInt32(s.Substring(s.IndexOf(' ', s.IndexOf(' ') + 1))) + 1;
object[] coverSeq = new object[(int)sutParam["NumOfCE"] + 1];
for (int i = 0; i < coverSeq.Length; i++)
{
coverSeq[i] = 0.0;
}
coverSeq[c] = 1.0;
coverSeq[0] = s.Substring(0, s.IndexOf(' ', s.IndexOf(' ') + 1));
dt.Rows.Add(
coverSeq
);
}
else if (s.Substring(0, s.IndexOf(' ', s.IndexOf(' ') + 1))
== dt.Rows[length - 1].ItemArray[0].ToString())
{
int c = Convert.ToInt32(s.Substring(s.IndexOf(' ', s.IndexOf(' ') + 1) + 1)) + 1;
dt.Rows[length - 1][c] = 1.0;
}
else
{
int c = Convert.ToInt32(s.Substring(s.IndexOf(' ', s.IndexOf(' ') + 1))) + 1;
object[] coverSeq = new object[(int)sutParam["NumOfCE"] + 1];
for (int i = 0; i < coverSeq.Length; i++)
{
coverSeq[i] = 0.0;
}
coverSeq[c] = 1.0;
coverSeq[0] = s.Substring(0, s.IndexOf(' ', s.IndexOf(' ') + 1));
dt.Rows.Add(
coverSeq
);
}
}
sutParam["Map"] = dt.AsEnumerable()
.ToDictionary <DataRow, string, double[]>(
row => row.Field <string>(0),
row =>
{
double[] coverSeq = new double[(int)sutParam["NumOfCE"]];
for (int i = 0; i < (int)sutParam["NumOfCE"]; i++)
{
coverSeq[i] = Convert.ToDouble(row.ItemArray[i + 1]);
}
return(coverSeq);
});
});
await taskInitialSUT;
await _next(enVar);
Console.WriteLine("All tasks are done");
return(0);
}