Given an array and a number k, the task is to calculate the sum of the product of all elements of subarrays of size k.
Examples :
Input : arr[] = {1, 2, 3, 4, 5, 6} k = 3 Output : 210 Consider all subarrays of size k 1*2*3 = 6 2*3*4 = 24 3*4*5 = 60 4*5*6 = 120 6 + 24 + 60 + 120 = 210 Input : arr[] = {1, -2, 3, -4, 5, 6} k = 2 Output : -10 Consider all subarrays of size k 1*-2 = -2 -2*3 = -6 3*-4 = -12 -4*5 = -20 5*6 = 30 -2 + -6 + -12 + -20+ 30 = -10
A Naive approach is to generate all subarrays of size k and do the sum of product of all elements of subarrays.
C/C++
// C++ program to find the sum of // product of all subarrays #include <iostream> using namespace std; // Function to calculate the sum of product int calcSOP( int arr[], int n, int k) { // Initialize sum = 0 int sum = 0; // Consider every subarray of size k for ( int i = 0; i <= n - k; i++) { int prod = 1; // Calculate product of all elements // of current subarray for ( int j = i; j < k + i; j++) prod *= arr[j]; // Store sum of all the products sum += prod; } // Return sum return sum; } // Driver code int main() { int arr[] = { 1, 2, 3, 4, 5, 6 }; int n = sizeof (arr) / sizeof (arr[0]); int k = 3; cout << calcSOP(arr, n, k); return 0; } |
Java
// Java program to find the sum of // product of all subarrays class GFG { // Method to calculate the sum of product static int calcSOP( int arr[], int n, int k) { // Initialize sum = 0 int sum = 0 ; // Consider every subarray of size k for ( int i = 0 ; i <= n - k; i++) { int prod = 1 ; // Calculate product of all elements // of current subarray for ( int j = i; j < k + i; j++) prod *= arr[j]; // Store sum of all the products sum += prod; } // Return sum return sum; } // Driver method public static void main(String[] args) { int arr[] = { 1 , 2 , 3 , 4 , 5 , 6 }; int k = 3 ; System.out.println(calcSOP(arr, arr.length, k)); } } |
Python3
# python program to find the sum of # product of all subarrays # Function to calculate the sum of product def calcSOP(arr, n, k): # Initialize sum = 0 sum = 0 # Consider every subarray of size k for i in range ( 0 , (n - k) + 1 ): prod = 1 # Calculate product of all elements # of current subarray for j in range (i, k + i): prod = int (prod * arr[j]) # Store sum of all the products sum = sum + prod # Return sum return sum #Driver code arr = [ 1 , 2 , 3 , 4 , 5 , 6 ] n = len (arr) k = 3 print (calcSOP(arr, n, k)) # This code is contributed by Sam007 |
C#
// C# program to find the sum of // product of all subarrays using System; public class GFG { // Method to calculate the sum of product static int calcSOP( int [] arr, int n, int k) { // Initialize sum = 0 int sum = 0; // Consider every subarray of size k for ( int i = 0; i <= n - k; i++) { int prod = 1; // Calculate product of all elements // of current subarray for ( int j = i; j < k + i; j++) prod *= arr[j]; // Store sum of all the products sum += prod; } // Return sum return sum; } // Driver method public static void Main() { int [] arr = {1, 2, 3, 4, 5, 6}; int k = 3; Console.WriteLine(calcSOP(arr, arr.Length, k)); } } // This code is contributed by Sam007 |
PHP
<?php // PHP program to find the sum of // product of all subarrays // Function to calculate // the sum of product function calcSOP( $arr , $n , $k ) { // Initialize sum = 0 $sum = 0; // Consider every subarray // of size k for ( $i = 0; $i <= $n - $k ; $i ++) { $prod = 1; // Calculate product of all // elements of current subarray for ( $j = $i ; $j < $k + $i ; $j ++) $prod *= $arr [ $j ]; // Store sum of all // the products $sum += $prod ; } // Return sum return $sum ; } // Driver code $arr = array ( 1, 2, 3, 4, 5, 6 ); $n = count ( $arr ); $k = 3; echo calcSOP( $arr , $n , $k ); // This code is contributed by Sam007 ?> |
Output:
210
Time Complexity: O(nk)
An Efficient Method is to use the concept of Sliding Window.
1- Consider first subarray/window of size k, do the product of elements and add to the total_sum.
for (i=0; i < k; i++) prod = prod * arr[i];
2- Now, By Using sliding window concept, remove first element of window from the product and add next element to the window. i.e.
for (i =k ; i < n; i++) { // Removing first element from product prod = prod / arr[i-k]; // Adding current element to the product prod = prod * arr[i]; sum += prod; }
3- Return sum
C/C++
// C++ program to find the sum of // product of all subarrays #include <iostream> using namespace std; // Function to calculate the sum of product int calcSOP( int arr[], int n, int k) { // Initialize sum = 0 and prod = 1 int sum = 0, prod = 1; // Consider first subarray of size k // Store the products of elements for ( int i = 0; i < k; i++) prod *= arr[i]; // Add the product to the sum sum += prod; // Consider every subarray of size k // Remove first element and add current // element to the window for ( int i = k; i < n; i++) { // Divide by the first element // of previous subarray/ window // and product with the current element prod = (prod / arr[i - k]) * arr[i]; // Add current product to the sum sum += prod; } // Return sum return sum; } // Drivers code int main() { int arr[] = { 1, 2, 3, 4, 5, 6 }; int n = sizeof (arr) / sizeof (arr[0]); int k = 3; cout << calcSOP(arr, n, k); return 0; } |
Java
// Java program to find the sum of // product of all subarrays class GFG { // Method to calculate the sum of product static int calcSOP( int arr[], int n, int k) { // Initialize sum = 0 and prod = 1 int sum = 0 , prod = 1 ; // Consider first subarray of size k // Store the products of elements for ( int i = 0 ; i < k; i++) prod *= arr[i]; // Add the product to the sum sum += prod; // Consider every subarray of size k // Remove first element and add current // element to the window for ( int i = k; i < n; i++) { // Divide by the first element // of previous subarray/ window // and product with the current element prod = (prod / arr[i - k]) * arr[i]; // Add current product to the sum sum += prod; } // Return sum return sum; } // Driver method public static void main(String[] args) { int arr[] = { 1 , 2 , 3 , 4 , 5 , 6 }; int k = 3 ; System.out.println(calcSOP(arr, arr.length, k)); } } |
Python3
# Python3 program to find the sum of # product of all subarrays # Function to calculate the sum of product def calcSOP(arr, n, k): # Initialize sum = 0 and prod = 1 sum = 0 prod = 1 # Consider first subarray of size k # Store the products of elements for i in range (k): prod * = arr[i] # Add the product to the sum sum + = prod # Consider every subarray of size k # Remove first element and add current # element to the window for i in range (k, n, 1 ): # Divide by the first element of # previous subarray/ window and # product with the current element prod = (prod / arr[i - k]) * arr[i] # Add current product to the sum sum + = prod # Return sum return int ( sum ) # Drivers code arr = [ 1 , 2 , 3 , 4 , 5 , 6 ] n = len (arr) k = 3 print (calcSOP(arr, n, k)) # This code is contributed 29AjayKumar |
C#
// C# program to find the sum of // product of all subarrays using System; public class GFG { // Method to calculate the sum of product static int calcSOP( int [] arr, int n, int k) { // Initialize sum = 0 and prod = 1 int sum = 0, prod = 1; // Consider first subarray of size k // Store the products of elements for ( int i = 0; i < k; i++) prod *= arr[i]; // Add the product to the sum sum += prod; // Consider every subarray of size k // Remove first element and add current // element to the window for ( int i = k; i < n; i++) { // Divide by the first element // of previous subarray/ window // and product with the current element prod = (prod / arr[i - k]) * arr[i]; // Add current product to the sum sum += prod; } // Return sum return sum; } // Driver method public static void Main() { int [] arr = { 1, 2, 3, 4, 5, 6 }; int k = 3; // Function calling Console.WriteLine(calcSOP(arr, arr.Length, k)); } } // This code is contributed by Sam007 |
PHP
<?php // php program to find the sum of // product of all subarrays // Function to calculate the sum of product function calcSOP( $arr , $n , $k ) { // Initialize sum = 0 and prod = 1 $sum = 0; $prod = 1; // Consider first subarray of size k // Store the products of elements for ( $i = 0; $i < $k ; $i ++) $prod *= $arr [ $i ]; // Add the product to the sum $sum += $prod ; // Consider every subarray of size k // Remove first element and add current // element to the window for ( $i = $k ; $i < $n ; $i ++) { // Divide by the first element // of previous subarray/ window // and product with the current element $prod = ( $prod / $arr [ $i - $k ]) * $arr [ $i ]; // Add current product to the sum $sum += $prod ; } // Return sum return $sum ; } // Drivers code $arr = array ( 1, 2, 3, 4, 5, 6 ); $n = count ( $arr ); $k = 3; echo calcSOP( $arr , $n , $k ); // This code is contributed by Sam007 ?> |
Output:
210
Time Complexity: O(n)
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