Estimating the size of a tree
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by Full Decent
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Published on 2010-05-07T14:48:05Z
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2010/05/07
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I'd like to estimate the number of leaves in a large tree structure for which I can't visit every node exhaustively. Is this algorithm appropriate? Does it have a name? Also, please pedant if I am using any terms improperly.
sum_trials = 0
num_trials = 0
WHILE time_is_not_up
bits = 0
ptr = tree.root
WHILE count(ptr.children) > 0
bits += log2(count(ptr.children))
ptr = ptr.children[rand()%count(ptr.children)]
sum_trials += bits
num_trials++
estimated_tree_size = 2^(sum_trials/num_trials)
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