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First strictly smaller element in a sorted array in Java

  • Difficulty Level : Hard
  • Last Updated : 07 Jun, 2021

Given a sorted array and a target value, find the first element that is strictly smaller than given element.
Examples: 
 

Input : arr[] = {1, 2, 3, 5, 8, 12} 
        Target = 5
Output : 2 (Index of 3)

Input : {1, 2, 3, 5, 8, 12} 
        Target = 8
Output : 3 (Index of 5)

Input : {1, 2, 3, 5, 8, 12} 
        Target = 15
Output : -1

 

A simple solution is to linearly traverse given array and find first element that is strictly greater. If no such element exists, then return -1.
An efficient solution is to use Binary Search. In a general binary search, we are looking for a value which appears in the array. Sometimes, however, we need to find the first element which is either greater than a target.
To see that this algorithm is correct, consider each comparison being made. If we find an element that’s greater than the target element, then it and everything above it can’t possibly match, so there’s no need to search that region. We can thus search the left half. If we find an element that is smaller than the element in question, then anything before it must also be larger, so they can’t be the first element that’s smaller and so we don’t need to search them. The middle element is thus the last possible place it could be.
Note that on each iteration we drop off at least half the remaining elements from consideration. If the top branch executes, then the elements in the range [low, (low + high) / 2] are all discarded, causing us to lose floor((low + high) / 2) – low + 1 >= (low + high) / 2 – low = (high – low) / 2 elements.
If the bottom branch executes, then the elements in the range [(low + high) / 2 + 1, high] are all discarded. This loses us high – floor(low + high) / 2 + 1 >= high – (low + high) / 2 = (high – low) / 2 elements.
Consequently, we’ll end up finding the first element smaller than the target in O(lg n) iterations of this process. 
 

C++




// C++ program to find first element that
// is strictly smaller than given target.
#include<bits/stdc++.h>
using namespace std;
 
int next(int arr[], int target, int end)
{
      // Minimum size of the array should be 1
      if(end == 0) return -1;
    // If target lies beyond the max element, than the index of strictly smaller
      // value than target should be (end - 1)
      if (target > arr[end - 1]) return end-1;
   
    int start = 0;
 
    int ans = -1;
    while (start <= end)
    {
        int mid = (start + end) / 2;
 
        // Move to the left side if the target is smaller
        if (arr[mid] >= target)
        {
            end = mid - 1;
        }
 
        // Move right side
        else
        {
            ans = mid;
            start = mid + 1;
        }
    }
    return ans;
}
 
// Driver code
int main()
{
    int arr[] = { 1, 2, 3, 5, 8, 12 };
    int n = sizeof(arr)/sizeof(arr[0]);
    cout << (next(arr, 5, n));
    return 0;
}
 
// This code is contributed by d-dalal

Java




// Java program to find first element that
// is strictly smaller than given target.
   
class GfG {
   
    private static int next(int[] arr, int target)
    {
           
        int start = 0, end = arr.length-1;
          // Minimum size of the array should be 1
        if(end == 0) return -1;
        // If target lies beyond the max element, than the index of strictly smaller
        // value than target should be (end - 1)
        if (target > arr[end]) return end;
   
        int ans = -1;
        while (start <= end) {
            int mid = (start + end) / 2;
   
            // Move to the left side if the target is smaller
            if (arr[mid] >= target) {
                end = mid - 1;
            }
   
            // Move right side
            else {
                ans = mid;
                start = mid + 1;
            }
        }
        return ans;
    }
   
    // Driver code
    public static void main(String[] args)
    {
        int[] arr = { 1, 2, 3, 5, 8, 12 };
        System.out.println(next(arr, 5));
    }
}

Python3




# Python3 program to find first element that
# is strictly smaller than given target
 
 
def next(arr, target):
    start = 0;
    end = len(arr) - 1;
    # Minimum size of the array should be 1
    if (end == 0):
        return -1;
    '''
    If target lies beyond the max element, than the index of strictly smaller
    value than target should be (end - 1)
    '''
    if (target > arr[end]):
        return end;
   
    ans = -1;
    while (start <= end):
        mid = (start + end) // 2;
   
        # Move to the left side if target is
        # smaller
        if (arr[mid] >= target):
            end = mid - 1;
   
        # Move right side
        else:
            ans = mid;
            start = mid + 1;
 
    return ans;
   
# Driver code
if __name__ == '__main__':
 
    arr = [ 1, 2, 3, 5, 8, 12 ];
    print(next(arr, 5));
   
# This code is contributed by d-dalal

C#




// C# program to find first element that
// is strictly smaller than given target.
using System;
class GfG {
 
    private static int next(int[] arr, int target)
    {
        int start = 0, end = arr.Length-1;
          // Minimum size of the array should be 1
        if(end == 0) return -1;
        // If target lies beyond the max element, than the index of strictly smaller
        // value than target should be (end - 1)
        if (target > arr[end]) return end;
 
        int ans = -1;
        while (start <= end) {
            int mid = (start + end) / 2;
 
            // Move to the left side if the target is smaller
            if (arr[mid] >= target) {
                end = mid - 1;
            }
 
            // Move right side
            else {
                ans = mid;
                start = mid + 1;
            }
        }
        return ans;
    }
 
    // Driver code
    public static void Main()
    {
        int[] arr = { 1, 2, 3, 5, 8, 12 };
        Console.WriteLine(next(arr, 5));
    }
}
 
// This code is contributed by d-dalal.

PHP




<?php
// PHP program to find first element that
// is strictly smaller than given target.
    function next0($arr, $target)
    {
        $start = 0; $end = sizeof($arr)-1;
           
          // Minimum size of the array should be 1
        if($end == 0) return -1;
        // If target lies beyond the max element, than the index of strictly smaller
        // value than target should be (end - 1)
        if ($target > $arr[$end]) return $end;
 
        $ans = -1;
        while ($start <= $end)
        {
            $mid =(int)(($start + $end) / 2);
 
            // Move to the left side if the target is smaller
            if ($arr[$mid] >= $target)
            {
                $end = $mid - 1;
            }
 
            // Move right side
            else
            {
                $ans = $mid;
                $start = $mid + 1;
            }
        }
        return $ans;
    }
 
    // Driver code
    {
        $arr = array(1, 2, 3, 5, 8, 12 );
        echo(next0($arr, 5));
    }
 
// This code is contributed by d-dalal.
Output: 
2

 

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