Machine-translated by Google. Questions are authored in English.
Top

Discussion

What is a heavy tailed runtime distribution?

  • A.Runtime grows exponentially with the problem size
  • B.A few runs take enormously longer than the median
  • C.Every run takes about the same length of time
  • D.The distribution has more short runs than long ones

Answer: B

Backtracking searches often show a distribution in which most runs finish quickly and a few take orders of magnitude longer, dominated by unlucky early choices. Restarts truncate the tail and dramatically improve the expected time. Uniformity, skew towards short runs and asymptotic growth are different phenomena. A distribution whose mean is dominated by rare extreme cases calls for a quite different response from one that is merely slow on average.

No comment is present. Be the first to comment.
Loading…

Post your comment

Please log in or register to post a comment.