public MainWindow()
{
InitializeComponent();
DirectoryInfo di = new DirectoryInfo(Directory.GetCurrentDirectory());
di = (di.Parent).Parent;
string picross = "545";
ReadFile grid = new ReadFile
{
filepath = di.FullName + "\\Data\\" + picross + ".txt"
};
grid.MakeConstraints();
WriteFile outfile = new WriteFile
{
outFilePath = di.FullName + "\\Data\\" + picross + ".csv"
};
outfile.WriteHeaders();
double xSpace = myRowCanvas.Width / grid.numColumns;
double ySpace = myRowCanvas.Height / grid.numRows;
LabelColumns(xSpace, grid.colConstraints, grid.numColumns);
LabelRows(ySpace, grid.rowConstraints, grid.numRows);
Population population = new Population(grid.colConstraints, grid.rowConstraints, false);
Population population2 = new Population(grid.colConstraints, grid.rowConstraints, true);
RunGA(grid, population, population2, outfile);
}
public int DrawRowBoard(ReadFile grid, Member member, double xSpace, double ySpace, double avg, Member worst)
{
myRowCanvas.Children.Clear();
int correct = 0;
for (int j = 0; j < grid.numRows; j++)
{
for (int i = 0; i < grid.numColumns; i++)
{
Rectangle rectangle = new Rectangle
{
Stroke = Brushes.Black,
Width = xSpace,
Height = ySpace
};
if (member.DNA[i, j] == true)
{
rectangle.Fill = Brushes.Black;
if (grid.solution[i, j] == true)
{
rectangle.Fill = Brushes.Lime;
correct++;
}
}
Canvas.SetLeft(rectangle, xSpace * j);
Canvas.SetTop(rectangle, ySpace * i);
myRowCanvas.Children.Add(rectangle);
}
}
TextBlock text = new TextBlock();
text.FontSize = 17;
Canvas.SetLeft(text, 400);
text.Text = "Best Row Fitness = " + member.Fitness.ToString();
myRowCanvas.Children.Add(text);
TextBlock text2 = new TextBlock();
text2.FontSize = 17;
Canvas.SetLeft(text2, 400);
Canvas.SetTop(text2, 20);
text2.Text = "Worst Row Fitness = " + worst.Fitness.ToString();
myRowCanvas.Children.Add(text2);
TextBlock text3 = new TextBlock();
text3.FontSize = 17;
Canvas.SetLeft(text3, 400);
Canvas.SetTop(text3, 40);
text3.Text = "Avg Row Fitness = " + avg.ToString();
myRowCanvas.Children.Add(text3);
TextBlock text4 = new TextBlock();
text4.FontSize = 17;
Canvas.SetLeft(text4, 400);
Canvas.SetTop(text4, 60);
text4.Text = "# of Correct Squares = " + correct.ToString();
myRowCanvas.Children.Add(text4);
return(correct);
}
public async void RunGA(ReadFile grid, Population population1, Population population2, WriteFile outfile)
{
int correctWoC = 0;
int prevFitnessWoc = -1, genCount = 1;
do
//for(int i = 0; i < 5000; i++)
{
await Task.Delay(50);
population1.ConsultExperts(population2);
double xSpace = myRowCanvas.Width / grid.numColumns;
double ySpace = myRowCanvas.Height / grid.numRows;
double avg1 = 0;
foreach (Member member in population1.members)
{
avg1 += member.Fitness;
}
avg1 /= population1.members.Count;
avg1 = Math.Round(avg1, 2);
int correctCol = DrawColBoard(grid, population1.members[0], xSpace, ySpace, avg1, genCount, population1.members[population1.members.Count - 1]);
double avg2 = 0;
foreach (Member member in population2.members)
{
avg2 += member.Fitness;
}
avg2 /= population2.members.Count;
avg2 = Math.Round(avg2, 2);
int correctRow = DrawRowBoard(grid, population2.members[0], xSpace, ySpace, avg2, population2.members[population2.members.Count - 1]);
//if (population1.solution.Fitness < prevFitnessWoc || prevFitnessWoc == -1)
//{
xSpace = wocCanvas.Width / grid.numColumns;
ySpace = wocCanvas.Height / grid.numRows;
prevFitnessWoc = population1.solution.Fitness;
correctWoC = DrawWoC(grid, population1.solution, xSpace, ySpace);
//}
outfile.WriteToFile(genCount, population1, population2, avg1, avg2, correctCol, correctRow, correctWoC);
population1.BreedPopulaton(true);
population2.BreedPopulaton(true);
genCount++;
} while (population1.solution.Fitness != 0 || (population1.solution.Fitness != 0 && genCount != 7500));
}
public int DrawWoC(ReadFile grid, Member member, double xSpace, double ySpace)
{
wocCanvas.Children.Clear();
int correct = 0;
for (int j = 0; j < grid.numRows; j++)
{
for (int i = 0; i < grid.numColumns; i++)
{
Rectangle rectangle = new Rectangle
{
Stroke = Brushes.Black,
Width = xSpace,
Height = ySpace
};
if (member.DNA[i, j] == true)
{
rectangle.Fill = Brushes.Black;
if (grid.solution[i, j] == true)
{
rectangle.Fill = Brushes.Lime;
correct++;
}
}
Canvas.SetLeft(rectangle, xSpace * j);
Canvas.SetTop(rectangle, ySpace * i);
wocCanvas.Children.Add(rectangle);
}
}
TextBlock text = new TextBlock();
text.FontSize = 17;
Canvas.SetTop(text, 600);
text.Text = "Wisdom of Crowds Fitness = " + member.Fitness.ToString();
wocCanvas.Children.Add(text);
TextBlock text2 = new TextBlock();
text2.FontSize = 17;
Canvas.SetTop(text2, 620);
text2.Text = "# of Correct Squares = " + correct.ToString();
wocCanvas.Children.Add(text2);
return(correct);
}
