Count number of triplets with product not exceeding a given number

Given a positive integer N, the task is to find the number of triplets of positive integers (X, Y, Z), whose product is at most N.

Examples:

Input: N = 2
Output: 4
Explanation: Below are the triplets whose product is at most N(= 2):

1. (1, 1, 1): Product is 1*1*1 = 1.
2. (1, 1, 2): Product is 1*1*2 = 2.
3. (1, 2, 1): Product is 1*2*1 = 2.
4. (2, 1, 1): Product is 2*1*1 = 2.

Therefore, the total count is 4.

Input: 6
Output: 25

Naive Approach: The simplest approach to solve the given problem is to generate all possible triplets whose values lie over the range [0, N] and count those triplets whose product of values is at most N. After checking for all the triplets, print the total count obtained. 

Time Complexity: O(N³)
Auxiliary Space: O(1)

Efficient Approach: The above approach can also be optimized by generating all possible pairs (i, j) over the range [1, N] and increment the count of all possible pairs by N / (i * j). Follow the steps below to solve the problem:

• Initialize a variable, say ans, that stores the count of all possible triplets.
• Generate all possible pairs (i, j) over the range [1, N] and if the product of the pairs is greater than N, then check for the next pairs. Otherwise, increment the count of all possible pairs by N/(i*j).
• After completing the above steps, print the value of ans as the result.

Below is the implementation of the above approach:

C++

// C++ program for the above approach

#include <iostream>
using namespace std;

// Function to count the number of
// triplets whose product is at most N
int countTriplets(int N)
{
    // Stores the count of triplets
    int ans = 0;

    // Iterate over the range [0, N]
    for (int i = 1; i <= N; i++) {

        // Iterate over the range [0, N]
        for (int j = 1; j <= N; j++) {

            // If the product of
            // pairs exceeds N
            if (i * j > N)
                break;

            // Increment the count of
            // possible triplets
            ans += N / (i * j);
        }
    }

    // Return the total count
    return ans;
}

// Driver Code
int main()
{
    int N = 10;
    cout << countTriplets(N);

    return 0;
}

Java

// Java program for the above approach
import java.util.*;

class GFG{

// Function to count the number of
// triplets whose product is at most N
static int countTriplets(int N)
{

    // Stores the count of triplets
    int ans = 0;

    // Iterate over the range [0, N]
    for(int i = 1; i <= N; i++)
    {

        // Iterate over the range [0, N]
        for(int j = 1; j <= N; j++)
        {

            // If the product of
            // pairs exceeds N
            if (i * j > N)
                break;

            // Increment the count of
            // possible triplets
            ans += N / (i * j);
        }
    }

    // Return the total count
    return ans;
}

// Driver Code
public static void main(String[] args)
{
    int N = 10;
    System.out.print(countTriplets(N));
}
}

// This code is contributed by Amit Katiyar

Python3

# Python3 program for the above approach

# Function to count the number of
# triplets whose product is at most N


def countTriplets(N):

    # Stores the count of triplets
    ans = 0

    # Iterate over the range [0, N]
    for i in range(1, N + 1):

        # Iterate over the range [0, N]
        for j in range(1, N + 1):

            # If the product of
            # pairs exceeds N
            if (i * j > N):
                break

            # Increment the count of
            # possible triplets
            ans += N // (i * j)

    # Return the total count
    return ans

# Driver Code
if __name__ == "__main__":

    N = 10
    print(countTriplets(N))

    # This code is contributed by ukasp.

C#

// C# program for the above approach
using System;

class GFG{

// Function to count the number of
// triplets whose product is at most N
static int countTriplets(int N)
{

    // Stores the count of triplets
    int ans = 0;

    // Iterate over the range [0, N]
    for(int i = 1; i <= N; i++)
    {

        // Iterate over the range [0, N]
        for(int j = 1; j <= N; j++)
        {

            // If the product of
            // pairs exceeds N
            if (i * j > N)
                break;

            // Increment the count of
            // possible triplets
            ans += N / (i * j);
        }
    }

    // Return the total count
    return ans;
}

// Driver Code
public static void Main(String[] args)
{
    int N = 10;
    Console.Write(countTriplets(N));
}
}

// This code is contributed by Princi Singh

Javascript

<script>
// JavaScript program for the above approach

// Function to count the number of
// triplets whose product is at most N
function countTriplets( N){
    // Stores the count of triplets
    let ans = 0;
    // Iterate over the range [0, N]
    for (let i = 1; i <= N; i++) {

        // Iterate over the range [0, N]
        for (let j = 1; j <= N; j++) {

            // If the product of
            // pairs exceeds N
            if (i * j > N)
                break;

            // Increment the count of
            // possible triplets
            ans += Math.floor(N / (i * j));
        }
    }

    // Return the total count
    return ans;
}

// Driver Code

let N = 10;
document.write( countTriplets(N));

// This code is contributed by rohitsingh07052.
</script>

Output:

53

Time Complexity: O(N²)
Auxiliary Space: O(1), since no extra space has been taken.