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HomeData Modelling & AIFind Cube Pairs | Set 1 (A n^(2/3) Solution)

Find Cube Pairs | Set 1 (A n^(2/3) Solution)

Given a number n, find two pairs that can represent the number as sum of two cubes. In other words, find two pairs (a, b) and (c, d) such that given number n can be expressed asĀ 

n = a^3 + b^3 = c^3 + d^3

where a, b, c and d are four distinct numbers.

Examples:Ā 

Input: N = 1729
Output: (1, 12) and (9, 10)
Explanation: 
1729 = 1^3 + 12^3 = 9^3 + 10^3

Input: N = 4104
Output: (2, 16) and (9, 15)
Explanation: 
4104 = 2^3 + 16^3 = 9^3 + 15^3

Input: N = 13832
Output: (2, 24) and (18, 20)
Explanation: 
13832 = 2^3 + 24^3 = 18^3 + 20^3

Any number n that satisfies the constraint will have two distinct pairs (a, b) and (c, d) such that a, b, c and d are all less than n1/3. The idea is very simple. For every distinct pair (x, y) formed by numbers less than the n1/3, if their sum (x3 + y3) is equal to given number, we store them in a hash table using sum as a key. If pairs with sum equal to given number appears again, we simply print both pairs.

1) Create an empty hash map, say s.
2) cubeRoot = n1/3
3) for (int x = 1; x < cubeRoot; x++)
     for (int y = x + 1; y <= cubeRoot; y++)
       int sum = x3 + y3;
       if (sum != n) continue;
       if sum exists in s,
         we found two pairs with sum, print the pairs
       else
         insert pair(x, y) in s using sum as key

Below is the implementation of above idea ā€“Ā 

C++




// C++ program to find pairs that can represent
// the given number as sum of two cubes
#include <bits/stdc++.h>
using namespace std;
Ā 
// Function to find pairs that can represent
// the given number as sum of two cubes
void findPairs(int n)
{
Ā Ā Ā Ā // find cube root of n
Ā Ā Ā Ā int cubeRoot = pow(n, 1.0/3.0);
Ā 
Ā Ā Ā Ā // create an empty map
Ā Ā Ā Ā unordered_map<int, pair<int, int> > s;
Ā 
Ā Ā Ā Ā // Consider all pairs such with values less
Ā Ā Ā Ā // than cuberoot
Ā Ā Ā Ā for (int x = 1; x < cubeRoot; x++)
Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā for (int y = x + 1; y <= cubeRoot; y++)
Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // find sum of current pair (x, y)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā int sum = x*x*x + y*y*y;
Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // do nothing if sum is not equal to
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // given number
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (sum != n)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā continue;
Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen before, we found two pairs
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (s.find(sum) != s.end())
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā cout << "(" << s[sum].first << ", "
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā << s[sum].second << ") and ("
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā << x << ", " << y << ")" << endl;
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā else
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen for the first time
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā s[sum] = make_pair(x, y);
Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā }
}
Ā 
// Driver function
int main()
{
Ā Ā Ā Ā int n = 13832;
Ā Ā Ā Ā findPairs(n);
Ā Ā Ā Ā return 0;
}


Java




// Java program to find pairs that can represent
// the given number as sum of two cubes
import java.util.*;
Ā 
class GFG
{
Ā Ā Ā Ā static class pair
Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā int first, second;
Ā Ā Ā Ā Ā Ā Ā Ā public pair(int first, int second)
Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā this.first = first;
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā this.second = second;
Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā }
Ā Ā Ā Ā Ā 
// Function to find pairs that can represent
// the given number as sum of two cubes
static void findPairs(int n)
{
Ā Ā Ā Ā // find cube root of n
Ā Ā Ā Ā int cubeRoot = (int) Math.pow(n, 1.0/3.0);
Ā 
Ā Ā Ā Ā // create an empty map
Ā Ā Ā Ā HashMap<Integer, pair> s = new HashMap<Integer, pair>();
Ā 
Ā Ā Ā Ā // Consider all pairs such with values less
Ā Ā Ā Ā // than cuberoot
Ā Ā Ā Ā for (int x = 1; x < cubeRoot; x++)
Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā for (int y = x + 1; y <= cubeRoot; y++)
Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // find sum of current pair (x, y)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā int sum = x*x*x + y*y*y;
Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // do nothing if sum is not equal to
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // given number
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (sum != n)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā continue;
Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen before, we found two pairs
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (s.containsKey(sum))
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā System.out.print("(" + s.get(sum).first+ ", "
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā + s.get(sum).second+ ") and ("
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā + x+ ", " + y+ ")" +"\n");
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā else
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen for the first time
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā s.put(sum, new pair(x, y));
Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā }
}
Ā 
// Driver code
public static void main(String[] args)
{
Ā Ā Ā Ā int n = 13832;
Ā Ā Ā Ā findPairs(n);
}
}
Ā 
// This code is contributed by PrinciRaj1992


Python3




# Python3 program to find pairs
# that can represent the given
# number as sum of two cubes
Ā 
# Function to find pairs that
# can represent the given number
# as sum of two cubes
def findPairs(n):
Ā 
Ā Ā Ā Ā # Find cube root of n
Ā Ā Ā Ā cubeRoot = pow(n, 1.0 / 3.0);
Ā Ā Ā 
Ā Ā Ā Ā # Create an empty map
Ā Ā Ā Ā s = {}
Ā Ā Ā 
Ā Ā Ā Ā # Consider all pairs such with
Ā Ā Ā Ā # values less than cuberoot
Ā Ā Ā Ā for x in range(int(cubeRoot)):
Ā Ā Ā Ā Ā Ā Ā Ā for y in range(x + 1,
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā int(cubeRoot) + 1):
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā # Find sum of current pair (x, y)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā sum = x * x * x + y * y * y;
Ā Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā # Do nothing if sum is not equal to
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā # given number
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (sum != n):
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā continue;
Ā Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā # If sum is seen before, we
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā # found two pairs
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if sum in s.keys():
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā print("(" + str(s[sum][0]) +
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā ", " + str(s[sum][1]) +
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā ") and (" + str(x) +
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā ", " + str(y) +
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā ")" + "\n")
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā else:
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā # If sum is seen for the first time
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā s[sum] = [x, y]
Ā 
# Driver code
if __name__=="__main__":
Ā Ā Ā Ā Ā 
Ā Ā Ā Ā n = 13832
Ā Ā Ā Ā Ā 
Ā Ā Ā Ā findPairs(n)
Ā Ā Ā Ā Ā 
# This code is contributed by rutvik_56


C#




// C# program to find pairs that can represent
// the given number as sum of two cubes
using System;
using System.Collections.Generic;
Ā 
class GFG
{
Ā Ā Ā Ā class pair
Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā public int first, second;
Ā Ā Ā Ā Ā Ā Ā Ā public pair(int first, int second)
Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā this.first = first;
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā this.second = second;
Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā 
// Function to find pairs that can represent
// the given number as sum of two cubes
static void findPairs(int n)
{
Ā Ā Ā Ā // find cube root of n
Ā Ā Ā Ā int cubeRoot = (int) Math.Pow(n, 1.0/3.0);
Ā Ā 
Ā Ā Ā Ā // create an empty map
Ā Ā Ā Ā Dictionary<int, pair> s = new Dictionary<int, pair>();
Ā Ā 
Ā Ā Ā Ā // Consider all pairs such with values less
Ā Ā Ā Ā // than cuberoot
Ā Ā Ā Ā for (int x = 1; x < cubeRoot; x++)
Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā for (int y = x + 1; y <= cubeRoot; y++)
Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // find sum of current pair (x, y)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā int sum = x*x*x + y*y*y;
Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // do nothing if sum is not equal to
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // given number
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (sum != n)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā continue;
Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen before, we found two pairs
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (s.ContainsKey(sum))
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā {
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Console.Write("(" + s[sum].first+ ", "
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā + s[sum].second+ ") and ("
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā + x+ ", " + y+ ")" +"\n");
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā else
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen for the first time
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā s.Add(sum, new pair(x, y));
Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā }
}
Ā Ā 
// Driver code
public static void Main(String[] args)
{
Ā Ā Ā Ā int n = 13832;
Ā Ā Ā Ā findPairs(n);
}
}
Ā 
// This code is contributed by PrinciRaj1992


Javascript




// JavaScript program to find pairs that can represent
// the given number as sum of two cubes
Ā 
// Function to find pairs that can represent
// the given number as sum of two cubes
function findPairs(n){
Ā Ā Ā Ā // find cube root of n
Ā Ā Ā Ā let cubeRoot = Math.floor(Math.pow(n, 1/3));
Ā 
Ā Ā Ā Ā // create an empty map
Ā Ā Ā Ā let s = new Map();
Ā 
Ā Ā Ā Ā // Consider all pairs such with values less
Ā Ā Ā Ā // than cuberoot
Ā Ā Ā Ā for (let x = 1; x < cubeRoot; x++){
Ā Ā Ā Ā Ā Ā Ā Ā for (let y = x + 1; y <= cubeRoot; y++){
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // find sum of current pair (x, y)
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā let sum = x*x*x + y*y*y;
Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // do nothing if sum is not equal to
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // given number
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (sum != n){
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā continue;
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen before, we found two pairs
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā if (s.has(sum)){
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā console.log("(", s.get(sum)[0], ",", s.get(sum)[1], ") and (",x,"," ,y,")");
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā else{
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā // if sum is seen for the first time
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā s.set(sum, [x, y]);Ā Ā 
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā Ā Ā Ā Ā }
Ā Ā Ā Ā }
}
Ā 
// Driver function
{
Ā Ā Ā Ā let n = 13832;
Ā Ā Ā Ā findPairs(n);
}
Ā 
// The code is contributed by Gautam goel (gautamgoel962)


Output:Ā 

(2, 24) and (18, 20)

Time Complexity of above solution is O(n2/3) which is much less than O(n).

Can we solve the above problem in O(n1/3) time? We will be discussing that in next post.

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Ā 

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Dominic Rubhabha-Wardslaus
Dominic Rubhabha-Wardslaushttp://wardslaus.com
infosec,malicious & dos attacks generator, boot rom exploit philanthropist , wild hacker , game developer,
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