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  2. Median of medians - Wikipedia

    en.wikipedia.org/wiki/Median_of_medians

    Secondly, five is the smallest odd number such that median of medians works. With groups of only three elements, the resulting list of medians to search in is length n 3 {\displaystyle {\frac {n}{3}}} , and reduces the list to recurse into length 2 3 n {\displaystyle {\frac {2}{3}}n} , since it is greater than 1/2 × 2/3 = 1/3 of the elements ...

  3. Quickselect - Wikipedia

    en.wikipedia.org/wiki/Quickselect

    In computer science, quickselect is a selection algorithm to find the kth smallest element in an unordered list, also known as the kth order statistic. Like the related quicksort sorting algorithm, it was developed by Tony Hoare , and thus is also known as Hoare's selection algorithm . [ 1 ]

  4. Selection algorithm - Wikipedia

    en.wikipedia.org/wiki/Selection_algorithm

    Therefore, the worst-case number of comparisons needed to select the second smallest is + ⌈ ⁡ ⌉, the same number that would be obtained by holding a single-elimination tournament with a run-off tournament among the values that lost to the smallest value. However, the expected number of comparisons of a randomized selection algorithm can ...

  5. Floyd–Rivest algorithm - Wikipedia

    en.wikipedia.org/wiki/Floyd–Rivest_algorithm

    The following pseudocode rearranges the elements between left and right, such that for some value k, where left ≤ k ≤ right, the kth element in the list will contain the (k − left + 1)th smallest value, with the ith element being less than or equal to the kth for all left ≤ i ≤ k and the jth element being larger or equal to for k ≤ j ≤ right:

  6. Median - Wikipedia

    en.wikipedia.org/wiki/Median

    The median of a finite list of numbers is the "middle" number, when those numbers are listed in order from smallest to greatest. If the data set has an odd number of observations, the middle one is selected (after arranging in ascending order). For example, the following list of seven numbers, 1, 3, 3, 6, 7, 8, 9

  7. Order statistic - Wikipedia

    en.wikipedia.org/wiki/Order_statistic

    The sample median may or may not be an order statistic, since there is a single middle value only when the number n of observations is odd. More precisely, if n = 2 m +1 for some integer m , then the sample median is X ( m + 1 ) {\displaystyle X_{(m+1)}} and so is an order statistic.

  8. Min-max heap - Wikipedia

    en.wikipedia.org/wiki/Min-max_heap

    The root element is the smallest element in the min-max heap. One of the two elements in the second level, which is a max (or odd) level, is the greatest element in the min-max heap; Let be any node in a min-max heap.

  9. Random permutation statistics - Wikipedia

    en.wikipedia.org/wiki/Random_permutation_statistics

    The number of the urn that contains his number is the pre-image of that number under the permutation. Hence the prisoners survive if all cycles of the permutation contain at most fifty elements. We have to show that this probability is at least 30%.