AW's kd-tree
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I suggest you stop worrying about how fast a particular kd-tree is and just use one of them. The top few kd-trees are all very similar in performance and I am sure each have their pro's and cons. I personally still use Rednaxela's Gen 2 tree because of how self contained it is (vs his Gen 3 which has more structure).
If you were using it for Robocode I don't think you'd be worrying about which one. What are you using the tree for?
The tree that I have, is approximately as fast as rednaxela's 2nd gen. (slightly faster in my tests). Are you trying to write a kd-tree or just looking for one to use? As far as I know, jk's tree, rednaxela's tree, and my tree are all quite similar. Bucket kd-tree. No recursive search methods. Use a MBR (minimum bounding rectangle). Use a heap to store the points. I think rednaxela was the first to introduce most of those ideas to robocode, but in my tests, mine was slightly faster and presumable the same can be said of JK's tests.
there is no kd-tree at http://robowiki.net/wiki/User:AW/kD-Tree
Soooo, I've been staying out of this because I have nothing constructive to offer... But FYI, the fact you ignore pretty much every question someone asks makes you seem suspicious. And asking/demanding things without listening makes you seem rude.
If you'd engage in a conversation and tell us your situation, we could probably offer you a lot more help. If you're doing something shady, like cheating on homework, and that's why you're being so secretive, we probably don't want to help.
