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Kth Largest Element in unsorted Array.
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public class KthLargest{ | |
public int findKthLargestPQ(int[] nums, int k) { | |
PriorityQueue<Integer> pq = new PriorityQueue<Integer>(); | |
int n = nums.length; | |
for(int i = 0; i < n; ++i){ | |
if(pq.size() == k){ | |
if(pq.peek() < nums[i]){ | |
pq.remove(); | |
pq.add(nums[i]); | |
} | |
} | |
else | |
pq.add(nums[i]); | |
} | |
return pq.remove(); | |
} | |
public int findKthLargestQuickSelect(int[] nums, int k) { | |
k = nums.length - k; | |
int lo = 0; | |
int hi = nums.length - 1; | |
while(hi > lo){ | |
int pivot = quickSelect(nums, lo, hi); | |
if(pivot < k){ | |
lo = pivot + 1; | |
} | |
else if(pivot > k){ | |
hi = pivot - 1; | |
} | |
else return nums[pivot]; | |
} | |
return nums[lo]; | |
} | |
private int quickSelect(int[] ar, int lo, int hi){ | |
int pivot = lo; | |
int i = lo; | |
int j = hi + 1; | |
while(true){ | |
while(ar[++i] < ar[pivot]) if(i == hi) break; | |
while(ar[--j] > ar[pivot]) if(j == lo) break; | |
if(i >= j) break; | |
swap(ar, i , j); | |
} | |
swap(ar, j, pivot); | |
return j; | |
} | |
private void swap(int[] ar, int x, int y){ | |
int temp = ar[x]; | |
ar[x] = ar[y]; | |
ar[y] = temp; | |
} | |
} |
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