QUICK SORT TYPE PROBLEMS
K’th Smallest/Largest Element in Unsorted Array | Set 2 (Expected Linear Time)
We recommend to read following post as a prerequisite of this post.
Given an array and a number k where k is smaller than size of array, we need to find the k’th smallest element in the given array. It is given that ll array elements are distinct.
Examples:
Input: arr[] = {7, 10, 4, 3, 20, 15} k = 3 Output: 7 Input: arr[] = {7, 10, 4, 3, 20, 15} k = 4 Output: 10
We have discussed three different solutions here.
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package com.tvidushi.arrays; | |
public class KthSmallestElement { | |
public int findkthSmallestElement(int[] arrA, int k) { | |
k = k - 1; // since array index starts with 0 | |
return kSmall(arrA, 0, arrA.length - 1, k); | |
} | |
public int kSmall(int[] arrA, int start, int end, int k) { | |
int left = start; | |
int right = end; | |
int pivot = start; | |
while (left <= right) { | |
//increment left until it reaches a point where it becomes less than or equal to pivot | |
while (left <= right && arrA[left] <= arrA[pivot]){ | |
System.out.println("left"+left); | |
left++; | |
} | |
//Decrement right until it reaches a point where it becomes greater than or equal to pivot | |
while (left <= right && arrA[right] >= arrA[pivot]){ | |
System.out.println("right"+right); | |
right--; | |
} | |
//if still left is less than right than swap a[left] & a[right] | |
if (left < right) { | |
System.out.println("---left"+left); | |
System.out.println("---right"+right); | |
swap(arrA, left, right); | |
left++; | |
right--; | |
} | |
} | |
//swap the elements | |
swap(arrA, pivot, right); | |
//if pivot =k | |
if (pivot == k) | |
return arrA[pivot];// if pivot is kth element , return | |
//we sorted array until the kth element ,we shd quit here as we reached the element | |
else if (pivot < k) | |
// if pivot is less than k, then kth element will be on the right | |
return kSmall(arrA, pivot + 1, end, k); | |
else | |
// if pivot is greater than k, then kth element will be on the right | |
return kSmall(arrA, start, pivot - 1, k); | |
} | |
public void swap(int[] arrA, int a, int b) { | |
System.out.println("---arrA[a]"+arrA[a]); | |
System.out.println("---arrA[b]"+arrA[b]); | |
int x = arrA[a]; | |
arrA[a] = arrA[b]; | |
arrA[b] = x; | |
} | |
public static void main(String args[]) { | |
int[] arrA = { 2, 3, 11, 16, 27, 4, 15, 9, 8 }; | |
KthSmallestElement k = new KthSmallestElement(); | |
int a = 4; | |
int x = k.findkthSmallestElement(arrA, a); | |
System.out.print("The " + a + "th smallest element is : " + x); | |
} | |
} |
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