/// <summary>
/// Create child dna by breeding two parents from the mating pool
/// </summary>
/// <param name="dna1"></param>
/// <param name="dna2"></param>
/// <returns></returns>
private IDNAI Breed()
{
IDNAI child = new DNAI();
IDNAI parent1 = _matingPool[UnityEngine.Random.Range(0, _matingPool.Count)];
IDNAI parent2 = _matingPool[UnityEngine.Random.Range(0, _matingPool.Count)];
child.Crossover(parent1, parent2);
return(child);
}
/// <summary>
/// Create a new DNA from genes
/// </summary>
/// <param name="genes"></param>
/// <returns></returns>
public static IDNAI CreateFromGenes(int[] genes)
{
var dna = new DNAI();
for (int i = 0; i < genes.Length; i++)
{
dna.SetGene(i, genes[i]);
}
return(dna);
}
public void ResetStackFromStackData()
{
OpenFileDialog choofdlog = new OpenFileDialog();
choofdlog.Filter = "All Files (*.*)|*.*";
choofdlog.FilterIndex = 1;
choofdlog.Multiselect = true;
if (choofdlog.ShowDialog() == DialogResult.OK)
{
string sFileName = choofdlog.FileName;
string[] arrAllFiles = choofdlog.FileNames; //used when Multiselect = true
CellStackData stackdata = Interop.DeserializeBinary <CellStackData>(sFileName);
if (stackdata.ColumnCount != _rowCount || stackdata.RowCount != _columnCount || stackdata.LayerCount != _layerCount)
{
_columnCount = stackdata.ColumnCount;
_rowCount = stackdata.RowCount;
_layerCount = stackdata.LayerCount;
InitializeCells();
}
//set stack values
_name = stackdata.Name;
_meanStackDensity = stackdata.MeanStackDensity;
_maxLayerDensity = stackdata.MaxLayerDensity;
_minLayerDensity = stackdata.MinLayerDensity;
_maxAge = stackdata.MaxAge;
_avgAge = stackdata.AvgAge;
_fitness = stackdata.Fitness;
_dna = DNAI.CreateFromGenes(stackdata.DNAGENES);
UpdateDataText();
for (int z = 0; z < _layerCount; z++)
{
CellLayer layer = _layers[z];
//set layer values
layer.Density = stackdata.LayerDensities[z];
layer.AvgAge = stackdata.LayerAvgAges[z];
layer.MaxAge = stackdata.LayerMaxAges[z];
for (int x = 0; x < _rowCount; x++)
{
for (int y = 0; y < _columnCount; y++)
{
Cell cell = layer.Cells[x, y];
cell.State = 0;
//set cell values
cell.Age = stackdata.CellAges[x, y, z];
cell.State = stackdata.CellStates[x, y, z];
}
}
}
}
}
public FitnessDNA(CellStackData data)
{
fitness = data.Fitness;
DNA = DNAI.CreateFromGenes(data.DNAGENES);
}
