public void Test_BarnesHutTree_GetQuad()
{
var bht = new BarnesHutTree(new ArborPoint(-1, -1), new ArborPoint(+1, +1), 0.5f);
var node = new ArborNode("x");
node.Pt = new ArborPoint(0.5f, 0.5f);
int qd = BarnesHutTree.GetQuad(node, bht.Root);
Assert.AreEqual(BarnesHutTree.QSe, qd);
node.Pt = new ArborPoint(-0.5f, 0.5f);
qd = BarnesHutTree.GetQuad(node, bht.Root);
Assert.AreEqual(BarnesHutTree.QSw, qd);
node.Pt = new ArborPoint(-0.5f, -0.5f);
qd = BarnesHutTree.GetQuad(node, bht.Root);
Assert.AreEqual(BarnesHutTree.QNw, qd);
node.Pt = new ArborPoint(0.5f, -0.5f);
qd = BarnesHutTree.GetQuad(node, bht.Root);
Assert.AreEqual(BarnesHutTree.QNe, qd);
node.Pt = ArborPoint.Null;
qd = BarnesHutTree.GetQuad(node, bht.Root);
Assert.AreEqual(BarnesHutTree.QNone, qd);
qd = BarnesHutTree.GetQuad(null, bht.Root);
Assert.AreEqual(BarnesHutTree.QNone, qd);
}
public ArborNode GetNearestNode(int viewX, int viewY)
{
ArborPoint pt = GetModelCoords(viewX, viewY);
ArborNode result = null;
double minDist = +1.0f;
for (int i = 0, nodesCount = fNodes.Count; i < nodesCount; i++)
{
ArborNode node = fNodes[i];
ArborPoint nodePt = node.Pt;
if (nodePt.IsExploded())
{
continue;
}
double dist = nodePt.Sub(pt).Magnitude();
if (dist < minDist)
{
result = node;
minDist = dist;
}
}
return(result);
}
public void Test_Common()
{
var node1 = new ArborNode("x1");
var node2 = new ArborNode("x2");
var edge = new ArborEdge(node1, node2, 11.0f, 22.0f, true);
Assert.IsNotNull(edge);
Assert.Throws(typeof(ArgumentNullException), () => { new ArborEdge(null, node2, 11.0f, 22.0f, true); });
Assert.Throws(typeof(ArgumentNullException), () => { new ArborEdge(node1, null, 11.0f, 22.0f, true); });
var vertex1 = new Vertex();
var vertex2 = new Vertex();
var extensibleObj = new Edge(vertex1, vertex2, 1, null);
edge.Attach(extensibleObj);
edge.Detach(extensibleObj);
Assert.AreEqual(node1, edge.Source);
Assert.AreEqual(node2, edge.Target);
Assert.AreEqual(11.0f, edge.Length);
Assert.AreEqual(22.0f, edge.Stiffness);
Assert.AreEqual(true, edge.Directed);
}
private void SyncGraph()
{
fEdges.Clear();
fNodes.Clear();
var vertices = fGraph.Vertices;
for (int i = 0, verticesCount = vertices.Count; i < verticesCount; i++)
{
Vertex vertex = vertices[i];
ArborNode node = CreateNode(vertex.Sign);
node.Pt = NewRandomPoint();
vertex.Extensions.Add(node);
fNodes.Add(node);
}
var edges = fGraph.Edges;
for (int i = 0, edgesCount = edges.Count; i < edgesCount; i++)
{
Edge edge = edges[i];
ArborNode anSrc = edge.Source.Extensions.Find <ArborNode>();
ArborNode anTgt = edge.Target.Extensions.Find <ArborNode>();
ArborEdge arbEdge = CreateEdge(anSrc, anTgt, 1.0f, fStiffness);
edge.Extensions.Add(arbEdge);
fEdges.Add(arbEdge);
}
}
public ArborViewer()
{
base.BackColor = Color.White;
base.BorderStyle = BorderStyle.Fixed3D;
base.DoubleBuffered = true;
base.TabStop = true;
base.SetStyle(ControlStyles.AllPaintingInWmPaint, true);
base.SetStyle(ControlStyles.OptimizedDoubleBuffer, true);
// repulsion - отталкивание, stiffness - тугоподвижность, friction - сила трения
fSystem = new ArborSystemEx(10000.0f, 500.0f /*1000.0f*/, 0.1f, this);
fSystem.SetViewSize(Width, Height);
fSystem.AutoStop = true;
fSystem.Graph = new Graph();
fDragged = null;
fEnergyDebug = false;
fNodesDragging = false;
fDrawFont = new Font("Calibri", 9);
fLinePen = new Pen(Color.Gray, 1);
fLinePen.StartCap = LineCap.NoAnchor;
fLinePen.EndCap = LineCap.ArrowAnchor;
fStrFormat = new StringFormat();
fStrFormat.Alignment = StringAlignment.Center;
fStrFormat.LineAlignment = StringAlignment.Center;
fBlackBrush = new SolidBrush(Color.Black);
fWhiteBrush = new SolidBrush(Color.White);
}
public ArborEdge AddEdge(string sourceSign, string targetSign, double length = 1.0f)
{
ArborNode src = GetNode(sourceSign);
src = (src != null) ? src : AddNode(sourceSign);
ArborNode tgt = GetNode(targetSign);
tgt = (tgt != null) ? tgt : AddNode(targetSign);
ArborEdge result = null;
if (src != null && tgt != null)
{
for (int i = 0, edgesCount = fEdges.Count; i < edgesCount; i++)
{
ArborEdge edge = fEdges[i];
if (edge.Source == src && edge.Target == tgt)
{
result = edge;
break;
}
}
}
if (result == null)
{
result = CreateEdge(src, tgt, length, fStiffness);
fEdges.Add(result);
}
return(result);
}
public void ApplyForces(ArborNode m, double repulsion)
{
try {
Queue <object> queue = new Queue <object>();
queue.Enqueue(fRoot);
while (queue.Count > 0)
{
object obj = queue.Dequeue();
if (obj == null || obj == m)
{
continue;
}
ArborPoint ptx, k;
double l, kMag, massx;
if (obj is ArborNode)
{
ArborNode node = (ArborNode)obj;
massx = node.Mass;
ptx = node.Pt;
k = m.Pt.Sub(ptx);
kMag = k.Magnitude();
l = Math.Max(1.0f, kMag);
m.ApplyForce(k.Normalize().Mul(repulsion * massx).Div(l * l));
}
else
{
Branch branch = (Branch)obj;
massx = branch.Mass;
ptx = branch.Pt.Div(massx);
k = m.Pt.Sub(ptx);
kMag = k.Magnitude();
double h = Math.Sqrt(branch.Size.X * branch.Size.Y);
if (h / kMag > fDist)
{
queue.Enqueue(branch.Q[QNe]);
queue.Enqueue(branch.Q[QNw]);
queue.Enqueue(branch.Q[QSe]);
queue.Enqueue(branch.Q[QSw]);
}
else
{
l = Math.Max(1.0f, kMag);
m.ApplyForce(k.Normalize().Mul(repulsion * massx).Div(l * l));
}
}
}
} catch (Exception ex) {
Debug.WriteLine("BarnesHutTree.ApplyForces(): " + ex.Message);
}
}
public RectangleF GetNodeRect(Graphics gfx, ArborNode node)
{
SizeF tsz = gfx.MeasureString(node.Sign, fDrawFont);
float w = tsz.Width + 10.0f;
float h = tsz.Height + 4.0f;
ArborPoint pt = fSystem.GetViewCoords(node.Pt);
return(new RectangleF((float)pt.X - w / 2.0f, (float)pt.Y - h / 2.0f, w, h));
}
public void Test_BarnesHutTree_ApplyForces()
{
var bht = new BarnesHutTree(new ArborPoint(-1, -1), new ArborPoint(+1, +1), 0.5f);
var node = new ArborNode("x");
node.Pt = new ArborPoint(0.5f, 0.5f);
bht.ApplyForces(node, 10000.0f);
}
public void Test_BarnesHutTree_Insert()
{
var bht = new BarnesHutTree(new ArborPoint(-1, -1), new ArborPoint(+1, +1), 0.5f);
var node = new ArborNode("x");
node.Pt = new ArborPoint(0.5f, 0.5f);
bht.Insert(node);
}
protected override void OnMouseUp(MouseEventArgs e)
{
base.OnMouseUp(e);
if (fNodesDragging && fDragged != null)
{
fDragged.Fixed = false;
fDragged = null;
}
}
public ArborNode AddNode(string sign, ArborPoint pt)
{
ArborNode node = GetNode(sign);
if (node != null)
{
return(node);
}
node = CreateNode(sign);
node.Pt = pt;
fNames.Add(sign, node);
fNodes.Add(node);
return(node);
}
protected override void OnMouseDown(MouseEventArgs e)
{
base.OnMouseDown(e);
if (!Focused)
{
base.Focus();
}
if (fNodesDragging)
{
fDragged = fSystem.GetNearestNode(e.X, e.Y);
if (fDragged != null)
{
fDragged.Fixed = true;
}
}
}
private void ApplyBarnesHutRepulsion()
{
fBHTree.Reset();
int nodesCount = fNodes.Count;
for (int i = 0; i < nodesCount; i++)
{
ArborNode node = fNodes[i];
fBHTree.Insert(node);
}
for (int i = 0; i < nodesCount; i++)
{
ArborNode node = fNodes[i];
fBHTree.ApplyForces(node, fRepulsion);
}
}
public ArborEdge(ArborNode source, ArborNode target, double length, double stiffness, bool directed = false)
{
if (source == null)
{
throw new ArgumentNullException("source");
}
if (target == null)
{
throw new ArgumentNullException("target");
}
Source = source;
Target = target;
Length = length;
Stiffness = stiffness;
Directed = directed;
}
public void Test_ApplyForce()
{
var node = new ArborNode("x");
Assert.IsNotNull(node);
#if DEBUG
node.V = new ArborPoint(1.0f, 1.0f);
node.F = new ArborPoint(3.0f, 4.0f);
node.Mass = 2.0f;
node.ApplyForce(new ArborPoint(3.0f, 3.0f));
Assert.AreEqual(new ArborPoint(4.5f, 5.5f), node.F);
node.Mass = 0.0d;
node.ApplyForce(new ArborPoint(3.0f, 3.0f));
Assert.AreEqual(new ArborPoint(double.PositiveInfinity, double.PositiveInfinity), node.F);
#endif
}
public void Test_Common()
{
var node = new ArborNode("x");
Assert.IsNotNull(node);
var extensibleObj = new Vertex();
node.Attach(extensibleObj);
node.Detach(extensibleObj);
Assert.AreEqual("x", node.Sign);
Assert.AreEqual(null, node.Data);
Assert.AreEqual(false, node.Fixed);
Assert.AreEqual(1.0f, node.Mass);
node.Pt = ArborPoint.Zero;
Assert.AreEqual(ArborPoint.Zero, node.Pt);
}
internal static int GetQuad(ArborNode node, Branch branch)
{
try {
if (node.Pt.IsExploded())
{
return(QNone);
}
ArborPoint h = node.Pt.Sub(branch.Origin);
ArborPoint g = branch.Size.Div(2.0f);
if (h.Y < g.Y)
{
return((h.X < g.X) ? QNw : QNe);
}
else
{
return((h.X < g.X) ? QSw : QSe);
}
} catch (Exception ex) {
Debug.WriteLine("BarnesHutTree.GetQuad(): " + ex.Message);
return(QNone);
}
}
protected override ArborEdge CreateEdge(ArborNode source, ArborNode target, double length, double stiffness,
bool directed = false)
{
return(new ArborEdge(source, target, length, stiffness, directed));
}
public void Insert(ArborNode node)
{
try {
Branch branch = fRoot;
List <ArborNode> gst = new List <ArborNode>();
gst.Add(node);
while (gst.Count > 0)
{
ArborNode h = gst[0];
gst.RemoveAt(0);
double m = h.Mass;
int qd = GetQuad(h, branch);
object fp = branch.Q[qd];
if (fp == null)
{
branch.Q[qd] = h;
branch.Mass += m;
branch.Pt = branch.Pt.Add(h.Pt.Mul(m));
}
else
{
if (fp is Branch)
{
branch.Mass += m;
branch.Pt = branch.Pt.Add(h.Pt.Mul(m));
branch = (Branch)fp;
gst.Insert(0, h);
}
else
{
ArborPoint l = branch.Size.Div(2);
ArborPoint n = branch.Origin;
if (qd == QSe || qd == QSw)
{
n.Y += l.Y;
}
if (qd == QNe || qd == QSe)
{
n.X += l.X;
}
ArborNode o = (ArborNode)fp;
fp = new Branch(n, l);
branch.Q[qd] = fp;
branch.Mass = m;
branch.Pt = h.Pt.Mul(m);
branch = (Branch)fp;
ArborPoint oPt = o.Pt;
if (oPt.X == h.Pt.X && oPt.Y == h.Pt.Y)
{
double lX = l.X * 0.08f;
double lY = l.Y * 0.08f;
oPt.X = Math.Min(n.X + l.X, Math.Max(n.X, oPt.X - lX / 2 + ArborSystem.GetRandom() * lX));
oPt.Y = Math.Min(n.Y + l.Y, Math.Max(n.Y, oPt.Y - lY / 2 + ArborSystem.GetRandom() * lY));
o.Pt = oPt;
}
gst.Add(o);
gst.Insert(0, h);
}
}
}
} catch (Exception ex) {
Debug.WriteLine("BarnesHutTree.Insert(): " + ex.Message);
}
}
private void UpdateVelocityAndPosition(double dt)
{
int nodesCount = fNodes.Count;
if (nodesCount == 0)
{
fEnergyMax = 0.0f;
fEnergyMean = 0.0f;
fEnergySum = 0.0f;
return;
}
double eMax = 0.0f;
double eSum = 0.0f;
// calc center drift
ArborPoint rr = ArborPoint.Zero;
for (int i = 0; i < nodesCount; i++)
{
ArborNode node = fNodes[i];
rr = rr.Sub(node.Pt);
}
ArborPoint drift = rr.Div(nodesCount);
// main updates loop
for (int i = 0; i < nodesCount; i++)
{
ArborNode node = fNodes[i];
// apply center drift
node.ApplyForce(drift);
// apply center gravity
if (fGravity)
{
ArborPoint q = node.Pt.Mul(-1.0f);
node.ApplyForce(q.Mul(fRepulsion / 100.0f));
}
// update velocities
if (node.Fixed)
{
node.V = ArborPoint.Zero;
}
else
{
node.V = node.V.Add(node.F.Mul(dt));
node.V = node.V.Mul(1.0f - fFriction);
double r = node.V.MagnitudeSquare();
if (r > 1000000.0f)
{
node.V = node.V.Div(r);
}
}
node.F = ArborPoint.Zero;
// update positions
node.Pt = node.Pt.Add(node.V.Mul(dt));
// update energy
double energy = node.V.MagnitudeSquare();
eSum += energy;
eMax = Math.Max(energy, eMax);
}
fEnergyMax = eMax;
fEnergyMean = eSum / nodesCount;
fEnergySum = eSum;
}