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1Good point about binary searchfl00r– fl00r2012-05-29 14:28:55 +00:00Commented May 29, 2012 at 14:28
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1Nevermind's answer doesn't need extra space, so it's O(1), but adds runtime complexity by repeatedly generating random numbers and evaluating the weight function (which, depending on the underlying problem, could be costly).Benjamin Kloster– Benjamin Kloster2012-05-29 15:05:32 +00:00Commented May 29, 2012 at 15:05
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2What you claim to be "more readable version" of my code is actually not. Your code needs to know total sum of weights, and cumulative sums, in advance; mine doesn't.Nevermind– Nevermind2012-05-29 17:58:07 +00:00Commented May 29, 2012 at 17:58
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1@Benjamin Kloster My code only calls weight function once per element - you can't do any better than that. You're right about random numbers, though.Nevermind– Nevermind2012-05-29 17:59:16 +00:00Commented May 29, 2012 at 17:59
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1@Nevermind: You only call it once per call to the pick-function, so if the user calls it twice, the weight function is called again for each element. Of course you could cache it, but then you're not O(1) for space complexity anymore.Benjamin Kloster– Benjamin Kloster2012-05-29 19:29:17 +00:00Commented May 29, 2012 at 19:29
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