public TestData StartTest(double pk, double pm, int T, int n)
{
GeneticBaseOperations test = new GeneticBaseOperations();
test.aRange = -4;
test.bRange = 12;
test.Precision = 3;
test.isElite = true;
test.Pk = pk;
test.Pm = pm;
test.PopulationSize = n;
test.GeneratePopulation();
test.HistoryHelper.Pk = test.Pk;
test.HistoryHelper.Pm = test.Pm;
test.HistoryHelper.N = test.PopulationSize;
test.HistoryHelper.T = T;
for (int i = 0; i < T; i++)
{
test.ExecuteAlgorithm();
test.Eval();
test.HistoryHelper.Generations.Add(test.GetCurrentPopulation());
}
TestData td = new TestData
{
Pk = pk,
PM = pm,
N = n,
T = T,
MaxFx = test.HistoryHelper.AvgFx()
};
test.Dispose();
return(td);
}
private void button1_Click(object sender, EventArgs e)
{
GBO = new GeneticBaseOperations();
int T;
if (
int.TryParse(textBox4.Text, out GBO.PopulationSize) &&
int.TryParse(textBox1.Text, out GBO.aRange) &&
int.TryParse(textBox2.Text, out GBO.bRange) &&
int.TryParse(textBox3.Text, out GBO.Precision) &&
double.TryParse(textBox6.Text, out GBO.Pk) &&
double.TryParse(textBox7.Text, out GBO.Pm) &&
int.TryParse(textBox5.Text, out T)
)
{
GBO.isElite = checkBox1.Checked;
dataGridView1.Rows.Clear();
dataGridView2.Rows.Clear();
dataGridView3.Rows.Clear();
GBO.GeneratePopulation();
for (int i = 0; i < T; i++)
{
GBO.ExecuteAlgorithm();
GBO.HistoryHelper.Generations.Add(GBO.GetCurrentPopulation());
}
GBO.Eval();
for (int i = 0; i < GBO.HistoryHelper.Generations.Count; i++)
{
DataGridViewRow label = new DataGridViewRow();
label.CreateCells(dataGridView1);
label.Cells[0].Value = "Pokolenie";
label.Cells[1].Value = i;
dataGridView1.Rows.Add(label);
DataGridViewRow space1 = new DataGridViewRow();
space1.CreateCells(dataGridView1);
space1.Cells[0].Value = "#";
space1.Cells[1].Value = "#";
space1.Cells[2].Value = "#";
space1.Cells[3].Value = "#";
dataGridView1.Rows.Add(space1);
for (int j = 0; j < GBO.HistoryHelper.Generations[i].ListOfIndividuals.Count; j++)
{
DataGridViewRow row = new DataGridViewRow();
row.CreateCells(dataGridView1);
row.Cells[0].Value = j;
row.Cells[1].Value = GBO.HistoryHelper.Generations[i].ListOfIndividuals.ElementAt(j).IndvData.xReal;
row.Cells[2].Value = GBO.HistoryHelper.Generations[i].ListOfIndividuals.ElementAt(j).IndvData.xBin;
row.Cells[3].Value = GBO.HistoryHelper.Generations[i].ListOfIndividuals.ElementAt(j).IndvData.Fx;
dataGridView1.Rows.Add(row);
}
DataGridViewRow space = new DataGridViewRow();
space.CreateCells(dataGridView1);
space.Cells[0].Value = "#";
space.Cells[1].Value = "#";
space.Cells[2].Value = "#";
space.Cells[3].Value = "#";
dataGridView1.Rows.Add(space);
}
for (int i = 0; i < GBO.HistoryHelper.Generations.Last().ReturnPercent().Count; i++)
{
DataGridViewRow row = new DataGridViewRow();
row.CreateCells(dataGridView2);
row.Cells[0].Value = i;
row.Cells[1].Value = GBO.HistoryHelper.Generations.Last().ReturnPercent().ElementAt(i).Key;
row.Cells[2].Value = GBO.HistoryHelper.Generations.Last().ReturnPercent().ElementAt(i).Value;
dataGridView2.Rows.Add(row);
}
List <double> maxFx = new List <double>();
List <double> minFx = new List <double>();
List <double> avgFx = new List <double>();
for (int i = 0; i < GBO.HistoryHelper.Generations.Count; i++)
{
maxFx.Add(GBO.HistoryHelper.Generations[i].FindBestIndividual().IndvData.Fx);
minFx.Add(GBO.HistoryHelper.Generations[i].FindWorstIndividual().IndvData.Fx);
avgFx.Add(GBO.HistoryHelper.Generations[i].CalcAvgIndividual());
}
//chart1.Series[0].Label = "Max F(x)";
chart1.Series[0].Color = Color.Blue;
chart1.Series[0].Points.DataBindY(maxFx);
//chart1.Series[1].Label = "Min F(x)";
chart1.Series[1].Color = Color.Red;
chart1.Series[1].Points.DataBindY(minFx);
//chart1.Series[2].Label = "Avg F(x)";
chart1.Series[2].Color = Color.Green;
chart1.Series[2].Points.DataBindY(avgFx);
chart1.Series[0].ChartType = System.Windows.Forms.DataVisualization.Charting.SeriesChartType.Line;
chart1.Series[1].ChartType = System.Windows.Forms.DataVisualization.Charting.SeriesChartType.Line;
chart1.Series[2].ChartType = System.Windows.Forms.DataVisualization.Charting.SeriesChartType.Line;
List <KeyValuePair <double, double> > extreme = new List <KeyValuePair <double, double> >();
extreme = GBO.ForceCalcSolution();
for (int i = 0; i < extreme.Count; i++)
{
DataGridViewRow row = new DataGridViewRow();
row.CreateCells(dataGridView3);
row.Cells[0].Value = i;
row.Cells[1].Value = extreme.ElementAt(i).Key;
row.Cells[2].Value = extreme.ElementAt(i).Value;
dataGridView3.Rows.Add(row);
}
if (checkBox2.Checked)
{
SaveFileDialog dlg = new SaveFileDialog();
dlg.Filter = "Excel files (*.xls)|*.xls";
dlg.Title = "Export in Excel format";
dlg.CheckPathExists = true;
dlg.ShowDialog();
if (dlg.FileName != "")
{
Microsoft.Office.Interop.Excel.Application xlApp = new Microsoft.Office.Interop.Excel.Application();
Microsoft.Office.Interop.Excel.Workbook xlWorkBook;
Microsoft.Office.Interop.Excel.Worksheet xlWorkSheet;
object misValue = System.Reflection.Missing.Value;
xlWorkBook = xlApp.Workbooks.Add(misValue);
xlWorkSheet = (Microsoft.Office.Interop.Excel.Worksheet)xlWorkBook.Worksheets.get_Item(1);
xlWorkSheet.Cells[1, 1] = "#";
xlWorkSheet.Cells[1, 2] = "XReal";
xlWorkSheet.Cells[1, 3] = "F(x)";
for (int i = 0; i < GBO.HistoryHelper.Generations.Count; i++)
{
for (int j = 1; j < GBO.HistoryHelper.Generations[i].ListOfIndividuals.Count - 1; j++)
{
xlWorkSheet.Cells[(GBO.HistoryHelper.Generations[i].ListOfIndividuals.Count * i + 1) + j, 1] = j;
xlWorkSheet.Cells[(GBO.HistoryHelper.Generations[i].ListOfIndividuals.Count * i + 1) + j, 2] =
GBO.HistoryHelper.Generations[i].ListOfIndividuals[j].IndvData.xReal;
xlWorkSheet.Cells[(GBO.HistoryHelper.Generations[i].ListOfIndividuals.Count * i + 1) + j, 3] =
GBO.HistoryHelper.Generations[i].ListOfIndividuals[j].IndvData.Fx;
}
}
xlWorkBook.SaveAs(dlg.FileName, Microsoft.Office.Interop.Excel.XlFileFormat.xlWorkbookNormal, misValue, misValue, misValue, misValue, Microsoft.Office.Interop.Excel.XlSaveAsAccessMode.xlExclusive, misValue, misValue, misValue, misValue, misValue);
xlWorkBook.Close(true, misValue, misValue);
xlApp.Quit();
Marshal.ReleaseComObject(xlWorkSheet);
Marshal.ReleaseComObject(xlWorkBook);
Marshal.ReleaseComObject(xlApp);
}
}
}
else
{
MessageBox.Show("Podano niepoprawne dane!",
"Błąd",
MessageBoxButtons.OK,
MessageBoxIcon.Warning // for Warning
//MessageBoxIcon.Error // for Error
//MessageBoxIcon.Information // for Information
//MessageBoxIcon.Question // for Question
);
}
}
