Find maximum difference between nearest left and right smaller elements

Given an array of integers, the task is to find the maximum absolute difference between the nearest left and the right smaller element of every element in the array.

Note: If there is no smaller element on right side or left side of any element then we take zero as the smaller element. For example for the leftmost element, the nearest smaller element on the left side is considered as 0. Similarly, for rightmost elements, the smaller element on the right side is considered as 0.

Examples:

Input : arr[] = {2, 1, 8}
Output : 1
Left smaller  LS[] {0, 0, 1}
Right smaller RS[] {1, 0, 0}
Maximum Diff of abs(LS[i] - RS[i]) = 1

Input  : arr[] = {2, 4, 8, 7, 7, 9, 3}
Output : 4
Left smaller   LS[] = {0, 2, 4, 4, 4, 7, 2}
Right smaller  RS[] = {0, 3, 7, 3, 3, 3, 0}
Maximum Diff of abs(LS[i] - RS[i]) = 7 - 3 = 4

Input : arr[] = {5, 1, 9, 2, 5, 1, 7}
Output : 1

A simple solution is to find the nearest left and right smaller elements for every element and then update the maximum difference between left and right smaller element, this takes O(n^2) time.

An efficient solution takes O(n) time. We use a stack. The idea is based on the approach discussed in next greater element article. The interesting part here is we compute both left smaller and right smaller using same function.

Let input array be 'arr[]' and size of array be 'n'

Find all smaller element on left side
1. Create a new empty stack S and an array LS[]
2. For every element 'arr[i]' in the input arr[],
where 'i' goes from 0 to n-1.
a) while S is nonempty and the top element of
S is greater than or equal to 'arr[i]':
pop S

b) if S is empty:
'arr[i]' has no preceding smaller value
LS[i] = 0

c) else:
the nearest smaller value to 'arr[i]' is top
of stack
LS[i] = s.top()

d) push 'arr[i]' onto S

Find all smaller element on right side
3. First reverse array arr[]. After reversing the array,
right smaller become left smaller.
4. Create an array RRS[] and repeat steps  1 and 2 to
fill RRS (in-place of LS).

5. Initialize result as -1 and do following for every element
arr[i]. In the reversed array right smaller for arr[i] is
stored at RRS[n-i-1]
return result = max(result, LS[i]-RRS[n-i-1])

Below is implementation of above idea

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C/C++

 // C++ program to find the difference b/w left and // right smaller element of every element in array #include using namespace std;    // Function to fill left smaller element for every // element of arr[0..n-1]. These values are filled // in SE[0..n-1] void leftSmaller(int arr[], int n, int SE[]) {     // Create an empty stack     stackS;        // Traverse all array elements     // compute nearest smaller elements of every element     for (int i=0; i= arr[i])             S.pop();            // Store the smaller element of current element         if (!S.empty())             SE[i] = S.top();            // If all elements in S were greater than arr[i]         else             SE[i] = 0;            // Push this element         S.push(arr[i]);     } }    // Function returns maximum difference b/w  Left  & // right smaller element int findMaxDiff(int arr[], int n) {     int LS[n];  // To store left smaller elements        // find left smaller element of every element     leftSmaller(arr, n, LS);        // find right smaller element of every element     // first reverse the array and do the same process     int RRS[n];  // To store right smaller elements in                  // reverse array     reverse(arr, arr + n);     leftSmaller(arr, n, RRS);        // find maximum absolute difference b/w LS  & RRS     // In the reversed array right smaller for arr[i] is     // stored at RRS[n-i-1]     int result = -1;     for (int i=0 ; i< n ; i++)         result = max(result, abs(LS[i] - RRS[n-1-i]));        // return maximum difference b/w LS  & RRS     return result; }    // Driver program int main() {     int arr[] = {2, 4, 8, 7, 7, 9, 3};     int n = sizeof(arr)/sizeof(arr);     cout << "Maximum diff :  "          << findMaxDiff(arr, n) << endl;     return 0; }

Python

 # Python program to find the difference b/w left and # right smaller element of every element in the array    # Function to fill left smaller element for every # element of arr[0..n-1]. These values are filled # in SE[0..n-1] def leftsmaller(arr, n, SE):        # create an empty stack     sta = []     # Traverse all array elements     # compute nearest smaller elements of every element     for i in range(n):                    # Keep removing top element from S while the top         # element is greater than or equal to arr[i]         while(sta != [] and sta[len(sta)-1] >= arr[i]):             sta.pop()            # Store the smaller element of current element         if(sta != []):             SE[i]=sta[len(sta)-1]         # If all elements in S were greater than arr[i]         else:             SE[i]=0            # push this element         sta.append(arr[i])    # Function returns maximum difference b/w  Left  & # right smaller elemen def findMaxDiff(arr, n):     ls=*n # to store left smaller elements     rs=*n # to store right smaller elements        # find left smaller elements of every element     leftsmaller(arr, n, ls)            # find right smaller element of every element     # by sending reverse of array     leftsmaller(arr[::-1], n, rs)        # find maximum absolute difference b/w LS  & RRS     # In the reversed array right smaller for arr[i] is     # stored at RRS[n-i-1]     res = -1     for i in range(n):         res = max(res, abs(ls[i] - rs[n-1-i]))     # return maximum difference b/w LS  & RRS     return res           # Driver Program if __name__=='__main__':     arr = [2, 4, 8, 7, 7, 9, 3]     print "Maximum Diff :", findMaxDiff(arr, len(arr))        #Contributed By: Harshit Sidhwa

PHP

 = \$arr[\$i])             array_pop(\$S);            // Store the smaller element          // of current element         if (!empty(\$S))             \$SE[\$i] = max(\$S);            // If all elements in S were          // greater than arr[i]         else             \$SE[\$i] = 0;            // Push this element         array_push(\$S, \$arr[\$i]);     } }    // Function returns maximum  // difference b/w Left & // right smaller element function findMaxDiff(&\$arr, \$n) {     // To store left smaller elements     \$LS = array_fill(0, \$n, NULL);         // find left smaller element      // of every element     leftSmaller(\$arr, \$n, \$LS);        // find right smaller element      // of every element first reverse      // the array and do the same process            // To store right smaller      // elements in reverse array     \$RRS = array_fill(0, \$n, NULL);                         \$k = 0;     for(\$i = \$n - 1; \$i >= 0; \$i--)         \$x[\$k++] = \$arr[\$i];     leftSmaller(\$x, \$n, \$RRS);        // find maximum absolute difference      // b/w LS & RRS. In the reversed      // array right smaller for arr[i]      // is stored at RRS[n-i-1]     \$result = -1;     for (\$i = 0 ; \$i < \$n ; \$i++)         \$result = max(\$result, abs(\$LS[\$i] -                        \$RRS[\$n - 1 - \$i]));        // return maximum difference     // b/w LS & RRS     return \$result; }    // Driver Code \$arr = array(2, 4, 8, 7, 7, 9, 3); \$n = sizeof(\$arr); echo "Maximum diff : " .        findMaxDiff(\$arr, \$n) . " ";    // This code is contributed // by ChitraNayal ?>

Output:

Maximum Diff  : 4

Time complexity: O(n)

tags:

Arrays Stack Arrays Stack