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-rw-r--r--Algorithms/Part-I/5-KdTrees/KdTree.java44
1 files changed, 23 insertions, 21 deletions
diff --git a/Algorithms/Part-I/5-KdTrees/KdTree.java b/Algorithms/Part-I/5-KdTrees/KdTree.java
index 3607976..d0c0fcd 100644
--- a/Algorithms/Part-I/5-KdTrees/KdTree.java
+++ b/Algorithms/Part-I/5-KdTrees/KdTree.java
@@ -192,13 +192,15 @@ public class KdTree
return nearest(root, p, null, Double.MAX_VALUE, true);
}
- private Point2D nearest(Node n, Point2D p, Point2D ncp, double d, boolean vsplit)
+ private Point2D nearest(Node n, Point2D p, Point2D cp, double d, boolean vsplit)
{
+ Point2D cp0 = cp;
+ double d1 = d;
double d2 = p.distanceSquaredTo(n.p);
- if (d2 < d)
+ if (d2 < d1)
{
- ncp = n.p;
- d = d2;
+ cp0 = n.p;
+ d1 = d2;
}
if (vsplit)
@@ -208,21 +210,21 @@ public class KdTree
{
if (n.left != null)
{
- ncp = nearest(n.left, p, ncp, d, !vsplit);
- d = p.distanceSquaredTo(ncp);
+ cp0 = nearest(n.left, p, cp0, d1, !vsplit);
+ d1 = p.distanceSquaredTo(cp0);
}
- if (n.right != null && ((d2 * d2) < d))
- ncp = nearest(n.right, p, ncp, d, !vsplit);
+ if (n.right != null && ((d2 * d2) < d1))
+ cp0 = nearest(n.right, p, cp0, d1, !vsplit);
}
else
{
if (n.right != null)
{
- ncp = nearest(n.right, p, ncp, d, !vsplit);
- d = p.distanceSquaredTo(ncp);
+ cp0 = nearest(n.right, p, cp0, d1, !vsplit);
+ d1 = p.distanceSquaredTo(cp0);
}
- if (n.left != null && ((d2 * d2) < d))
- ncp = nearest(n.left, p, ncp, d, !vsplit);
+ if (n.left != null && ((d2 * d2) < d1))
+ cp0 = nearest(n.left, p, cp0, d1, !vsplit);
}
}
else
@@ -232,24 +234,24 @@ public class KdTree
{
if (n.left != null)
{
- ncp = nearest(n.left, p, ncp, d, !vsplit);
- d = p.distanceSquaredTo(ncp);
+ cp0 = nearest(n.left, p, cp0, d1, !vsplit);
+ d1 = p.distanceSquaredTo(cp0);
}
- if (n.right != null && ((d2 * d2) < d))
- ncp = nearest(n.right, p, ncp, d, !vsplit);
+ if (n.right != null && ((d2 * d2) < d1))
+ cp0 = nearest(n.right, p, cp0, d1, !vsplit);
}
else
{
if (n.right != null)
{
- ncp = nearest(n.right, p, ncp, d, !vsplit);
- d = p.distanceSquaredTo(ncp);
+ cp0 = nearest(n.right, p, cp0, d1, !vsplit);
+ d1 = p.distanceSquaredTo(cp0);
}
- if (n.left != null && ((d2 * d2) < d))
- ncp = nearest(n.left, p, ncp, d, !vsplit);
+ if (n.left != null && ((d2 * d2) < d1))
+ cp0 = nearest(n.left, p, cp0, d1, !vsplit);
}
}
- return ncp;
+ return cp0;
}
}