/// <summary>
/// Returns the count of how many nodes there are in this tree
/// And in the subtrees of this node
/// </summary>
/// <param name="ndNode">The root node</param>
/// <returns>
/// Returns the count of how many nodes there are in this tree
/// And in the subtrees of this node
/// </returns>
public static int CountNodes(Node ndNode)
{
int nSum = 0;
if (ndNode is FunctionNode)
{
FunctionNode fndNode = (FunctionNode)ndNode;
foreach (Node ndSonNode in fndNode.m_arrSons)
{
nSum += CountNodes(ndSonNode);
}
}
return(nSum + 1);
}
static int nCurrentNodeNumber; // A helper variable
/// <summary>
/// Returns what is the depth, of the tree that a node contains.
/// </summary>
/// <param name="ndRoot">The root node</param>
/// <returns>Returns what is the depth, of the tree that a node contains.</returns>
public static int FindDepth(Node ndRoot)
{
int nDepth = 0;
if (ndRoot is FunctionNode)
{
FunctionNode fncRoot = (FunctionNode)ndRoot;
for (int nSonNum = 0;
nSonNum != fncRoot.m_arrSons.Length;
nSonNum++)
{
nDepth = Math.Max(nDepth, FindDepth(fncRoot.m_arrSons[nSonNum]));
}
}
return(nDepth + 1);
}
/// <summary>
/// Exchanges two nodes, such that any other nodes that hold the same memory
/// Will not be affected.
/// </summary>
/// <param name="ndNodeOne">Node one</param>
/// <param name="ndNodeOneParent">Node one parent</param>
/// <param name="ndProgramOneRootNode">The main root of node one</param>
/// <param name="ndNodeTwo">Node two</param>
/// <param name="ndNodeTwoParent">Node two parent</param>
/// <param name="ndProgramTwoRootNode">The main root of node two</param>
public static void ExchangeNodes(Node ndNodeOne, Node ndNodeOneParent, ref Node ndProgramOneRootNode,
Node ndNodeTwo, Node ndNodeTwoParent, ref Node ndProgramTwoRootNode)
{
//node ndnodeoneclone = (node)ndnodeone.clone();
//node ndnodetwoclone = (node)ndnodetwo.clone();
//ndnodeone = ndnodetwoclone;
//ndnodetwo = ndnodeoneclone;
if (ndNodeOneParent == null)
{
ndProgramOneRootNode = ndNodeTwo;
}
else
{
FunctionNode fncNodeOneParent = (FunctionNode)ndNodeOneParent;
// Find node one in node one parent sons and exchange it with node two
for (int nSonIndexForParentOne = 0;
nSonIndexForParentOne < fncNodeOneParent.m_arrSons.Length;
nSonIndexForParentOne++)
{
if (fncNodeOneParent.m_arrSons[nSonIndexForParentOne] == ndNodeOne)
{
fncNodeOneParent.m_arrSons[nSonIndexForParentOne] = ndNodeTwo;
}
}
}
if (ndNodeTwoParent == null)
{
ndProgramTwoRootNode = ndNodeOne;
}
else
{
FunctionNode fncNodeTwoParent = (FunctionNode)ndNodeTwoParent;
// Find node two in node two parent sons and exchange it with node one
for (int nSonIndexForParentTwo = 0;
nSonIndexForParentTwo < fncNodeTwoParent.m_arrSons.Length;
nSonIndexForParentTwo++)
{
if (fncNodeTwoParent.m_arrSons[nSonIndexForParentTwo] == ndNodeTwo)
{
fncNodeTwoParent.m_arrSons[nSonIndexForParentTwo] = ndNodeOne;
}
}
}
}
/// <summary>
/// Clones the function node recursively, The cloned version sits on a
/// Different memory
/// </summary>
/// <returns>The clone of the function node</returns>
public override object Clone()
{
FunctionNode fncNewNode = new FunctionNode();
// Copies the regular data members
fncNewNode.m_funcFunction = this.m_funcFunction;
fncNewNode.m_arrSons = new Node[this.m_arrSons.Length];
// Passes on all the sons and clones them too (This works recursively)
for (int nSonNodeIndex = 0;
nSonNodeIndex < this.m_arrSons.Length;
nSonNodeIndex++)
{
fncNewNode.m_arrSons[nSonNodeIndex] =
(Node)this.m_arrSons[nSonNodeIndex].Clone();
}
return(fncNewNode);
}
/// <summary>
/// Creates a random node in the tree. The function is recursive, and
/// Creates a random node. Which means, a random function or variable will
/// Be selected . If a function is selected, then another nodes for the
/// Function will be created. If a variable will be selected, then
/// The tree will stop evolving at this branch.
/// </summary>
/// <param name="nCurrentDepth">The current tree depth</param>
/// <returns>A random tree node</returns>
private Node CreateRandomNode(int nCurrentDepth, BaseProgram baseProgOwner, ArrayList arrRandomableTypes)
{
TreeProgram progOwner = (TreeProgram)baseProgOwner;
// The chosen index in all the types array, to choose some random thing,
// Either variable of function, to insert as a node.
int nChosenTypeIndex = GlobalRandom.m_rndRandom.Next(arrRandomableTypes.Count);
object objChosenType = arrRandomableTypes[nChosenTypeIndex];
// If we are above the tree limit, choose randomly until we select a variable.
bool fFoundLeaf = false;
while ((nCurrentDepth > this.m_nMaxInitialTreeDepth) &&
(fFoundLeaf == false))
{
nChosenTypeIndex = GlobalRandom.m_rndRandom.Next(arrRandomableTypes.Count);
objChosenType = arrRandomableTypes[nChosenTypeIndex];
if (objChosenType is FunctionType)
{
if (((FunctionType)objChosenType).NumberOfArguments == 0)
{
fFoundLeaf = true;
}
}
else // The type is variable
{
fFoundLeaf = true;
}
}
// If we are below the initial tree limit, choose randomly until we select
// A function.
bool fFoundBranch = false;
while ((nCurrentDepth < this.m_nMinInitialTreeDepth) &&
(fFoundBranch == false))
{
nChosenTypeIndex = GlobalRandom.m_rndRandom.Next(arrRandomableTypes.Count);
objChosenType = arrRandomableTypes[nChosenTypeIndex];
if (objChosenType is FunctionType)
{
if (((FunctionType)objChosenType).NumberOfArguments > 0)
{
fFoundBranch = true;
}
}
}
// If the object chosen is a variable, create a new VariableNode
if (objChosenType is Variable)
{
Variable vlVariable = (Variable)objChosenType;
return(new VariableNode(vlVariable, progOwner));
}
// If the object chosen is a value, create a new ValueNode
else if (objChosenType is Value)
{
Value vlValue = (Value)objChosenType;
return(new ValueNode(vlValue));
}
// If the object chosen is a RandomMacro, create a new ValueNode which
// Will be randomized.
else if (objChosenType is RandomMacro)
{
return(new ValueNode(((RandomMacro)objChosenType).ReturnValue()));
}
// If the object chosen is a function, then create a function and also
// Create trees for that function.
else if (objChosenType is Function)
{
FunctionNode fncNewNode = new FunctionNode();
Function funcChosenFunction = (Function)objChosenType;
fncNewNode.m_funcFunction = funcChosenFunction;
fncNewNode.m_arrSons = new Node[funcChosenFunction.NumberOfArguments];
for (int nSonIndex = 0;
nSonIndex < fncNewNode.m_arrSons.Length;
nSonIndex++)
{
fncNewNode.m_arrSons[nSonIndex] =
CreateRandomNode(nCurrentDepth + 1, progOwner, arrRandomableTypes);
}
return(fncNewNode);
}
// We will never normally reach here.
return(null);
}
/// <summary>
/// The function draws a program nodes using a Graphics object.
/// </summary>
/// <param name="grpGraphics">
/// The graphics object used to draw the program<
/// /param>
/// <param name="nWidth">The width of the wanted drawing</param>
/// <param name="nHeight">The height of the wanted drawing</param>
/// <param name="frmParentForm">The parent Form</param>
public void Draw(Graphics grpGraphics, int nWidth, int nHeight, Form frmParentForm)
{
const float NODE_PERCENT_SIZE = 0.1F;
const int BITMAP_OF_NODE_SIZE = 400;
float NODE_PIXEL_SIZE = NODE_PERCENT_SIZE * nWidth;
Color NODE_COLOR = Color.Green;
Color BACKGROUND_COLOR = Color.White;
Color LINE_COLOR = Color.Black;
Bitmap bmpPicture = new Bitmap(nWidth, nHeight);
Graphics cGraphicsOnPicture = Graphics.FromImage(bmpPicture);
Brush brBrush = new SolidBrush(NODE_COLOR);
List <List <Node> > lstNodeLayers = new List <List <Node> >();
List <List <Rectangle> > lstNodeBoxLayers = new List <List <Rectangle> >();
List <Node> lstFirstLayer = new List <Node>();
List <Node> lstSecondLayer = new List <Node>();
lstFirstLayer.Add(this.m_arrRoots[0]);
while ((lstFirstLayer.Count != 0) || (lstSecondLayer.Count != 0))
{
foreach (Node ndNodeInLayer in lstFirstLayer)
{
if (ndNodeInLayer is FunctionNode)
{
FunctionNode fncNode = (FunctionNode)ndNodeInLayer;
lstSecondLayer.AddRange(fncNode.m_arrSons);
}
}
if (lstFirstLayer.Count > 0)
{
lstNodeLayers.Add(lstFirstLayer.GetRange(0, lstFirstLayer.Count));
}
lstFirstLayer.Clear();
foreach (Node ndNodeInLayer in lstSecondLayer)
{
if (ndNodeInLayer is FunctionNode)
{
FunctionNode fncNode = (FunctionNode)ndNodeInLayer;
lstFirstLayer.AddRange(fncNode.m_arrSons);
}
}
if (lstSecondLayer.Count > 0)
{
lstNodeLayers.Add(lstSecondLayer.GetRange(0, lstSecondLayer.Count));
}
lstSecondLayer.Clear();
}
cGraphicsOnPicture.Clear(Color.White);
int nNodeHeightSize = nHeight / (lstNodeLayers.Count * 2);
int nStartingY = 0;
Bitmap bmpOfNode = new Bitmap(BITMAP_OF_NODE_SIZE, BITMAP_OF_NODE_SIZE);
Graphics grpGraphicsOfNode = Graphics.FromImage(bmpOfNode);
foreach (List <Node> lstLayer in lstNodeLayers)
{
int nNodeWidthSize = nWidth / (lstLayer.Count * 3);
int nNodeSize = Math.Min(nNodeWidthSize, nNodeHeightSize);
int nStartingX = (nWidth / 2) - (nNodeSize * lstLayer.Count);
List <Rectangle> lstRectLayer = new List <Rectangle>();
foreach (Node ndNode in lstLayer)
{
Rectangle rctDrawingRectangle =
new Rectangle(nStartingX, nStartingY, nNodeSize, nNodeSize);
grpGraphicsOfNode.Clear(Color.White);
grpGraphicsOfNode.FillEllipse(brBrush,
new Rectangle(0, 0, bmpOfNode.Width, bmpOfNode.Height));
TreeProgram.DrawStringInWholeImage(bmpOfNode, ndNode.GetName(this));
lstRectLayer.Add(rctDrawingRectangle);
cGraphicsOnPicture.DrawImage(bmpOfNode, rctDrawingRectangle);
nStartingX += nNodeWidthSize * 2;
}
lstNodeBoxLayers.Add(lstRectLayer.GetRange(0, lstRectLayer.Count));
lstRectLayer.Clear();
nStartingY += nNodeHeightSize * 2;
}
int nLayerIndex = 0;
foreach (List <Rectangle> lstRectsLayer in lstNodeBoxLayers)
{
int nNodeIndex = 0;
foreach (Rectangle rctRectOfNode in lstRectsLayer)
{
int nFatherCenterX = (rctRectOfNode.Left + rctRectOfNode.Right) / 2;
int nFatherCenterY = (rctRectOfNode.Top + rctRectOfNode.Bottom) / 2;
int nFatherIndex = nNodeIndex;
Node ndFatherNode = lstNodeLayers[nLayerIndex][nFatherIndex];
// Go through all the sons and draw the lines to them
if (ndFatherNode is FunctionNode)
{
FunctionNode fncFatherNode = (FunctionNode)ndFatherNode;
foreach (Node ndSonNode in fncFatherNode.m_arrSons)
{
int nSonIndex = lstNodeLayers[nLayerIndex + 1].FindIndex(
delegate(Node ndNode)
{
if (ndNode == ndSonNode)
{
return(true);
}
else
{
return(false);
}
}
);
Rectangle rctRectSonNode =
lstNodeBoxLayers[nLayerIndex + 1][nSonIndex];
int nSonCenterX = (rctRectSonNode.Left + rctRectSonNode.Right) / 2;
int nSonCenterY = (rctRectSonNode.Top + rctRectSonNode.Bottom) / 2;
cGraphicsOnPicture.DrawLine(new Pen(LINE_COLOR), nFatherCenterX, nFatherCenterY,
nSonCenterX, nSonCenterY);
}
}
nNodeIndex++;
}
nLayerIndex++;
}
grpGraphics.DrawImageUnscaled(bmpPicture, 0, 0);
bmpPicture.Dispose();
cGraphicsOnPicture.Dispose();
}