This can be done using the concept of median of medians, wherein we can
achieve linear time complexity in the worst case.
This is a concept used in parallel algorithms too, check it out.

On Mon, Jun 18, 2012 at 5:38 PM, Prem Nagarajan <[email protected]>wrote:

> @enchantress : This problem can be solved using quicksort in O(nlogn). No
> need to go for selection sort.
> But O(n) solution is needed.
>
>
> On Mon, Jun 18, 2012 at 2:50 PM, enchantress <[email protected]>wrote:
>
>>
>> Hi all,
>> A variation of selection sort can be used which takes O(nk) time.
>>
>> for i 1 to k
>>   min_index = i
>>   for j i+1 to n
>>      if a[j] < a[min_index]
>>         min_index = j
>>   swap(a[i],a[min_index])
>>
>> required element : a[k]
>>
>> On Sunday, 17 June 2012 08:13:18 UTC+5:30, Prem Nagarajan wrote:
>>
>>> Give an array of unsorted elements, find the kth smallest element in the
>>> array.
>>>
>>> The expected time complexity is O(n) and no extra memory space should be
>>> used.
>>>
>>> Quickselect algorithm can be used to obtain the solution. Can anyone
>>> explain how quickselect works?
>>>
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