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HomeData Modelling & AISemiperfect Number

Semiperfect Number

In number theory, a semiperfect number or pseudoperfect number is a natural number n that is equal to the sum of all or some of its proper divisors. A semiperfect number that is equal to the sum of all its proper divisors is a perfect number
Given a number, the task is to check if the number is a semi-perfect number or not. 

Examples: 

Input: 40 
Output: The number is Semiperfect 
1+4+5+10+20=40

Input: 70 
Output: The number is not Semiperfect
The first few semiperfect numbers are 
6, 12, 18, 20, 24, 28, 30, 36, 40

Approach: Store all the factors of the number in a data-structure(Vector or Arrays). Sort them in increasing order. Once the factors are stored, Dynamic programming can be used to check if any combination forms N or not. The problem becomes similar to the Subset Sum Problem. We can use the same approach and check if the number is a semi-perfect number or not. 

Below is the implementation of the above approach.  

C++




// C++ program to check if the number
// is semi-perfect or not
#include <bits/stdc++.h>
using namespace std;
 
// code to find all the factors of
// the number excluding the number itself
vector<int> factors(int n)
{
    // vector to store the factors
    vector<int> v;
    v.push_back(1);
 
    // note that this loop runs till sqrt(n)
    for (int i = 2; i <= sqrt(n); i++) {
 
        // if the value of i is a factor
        if (n % i == 0) {
            v.push_back(i);
 
            // condition to check the
            // divisor is not the number itself
            if (n / i != i) {
                v.push_back(n / i);
            }
        }
    }
    // return the vector
    return v;
}
 
// Function to check if the
// number is semi-perfect or not
bool check(int n)
{
    vector<int> v;
 
    // find the divisors
    v = factors(n);
 
    // sorting the vector
    sort(v.begin(), v.end());
 
    int r = v.size();
 
    // subset to check if no is semiperfect
    bool subset[r + 1][n + 1];
 
    // initialising 1st column to true
    for (int i = 0; i <= r; i++)
        subset[i][0] = true;
 
    // initializing 1st row except zero position to 0
    for (int i = 1; i <= n; i++)
        subset[0][i] = false;
 
    // loop to find whether the number is semiperfect
    for (int i = 1; i <= r; i++) {
        for (int j = 1; j <= n; j++) {
 
            // calculation to check if the
            // number can be made by summation of divisors
            if (j < v[i - 1])
                subset[i][j] = subset[i - 1][j];
            else {
                subset[i][j] = subset[i - 1][j] ||
                               subset[i - 1][j - v[i - 1]];
            }
        }
    }
 
    // if not possible to make the
    // number by any combination of divisors
    if ((subset[r][n]) == 0)
        return false;
    else
        return true;
}
 
// driver code to check if possible
int main()
{
    int n = 40;
    if (check(n))
        cout << "Yes";
    else
        cout << "No";
    return 0;
}


Java




// Java program to check
// if the number is
// semi-perfect or not
import java.util.*;
class GFG{
 
// Code to find all the factors of
// the number excluding the number itself
static Vector<Integer> factors(int n)
{
  // vector to store the factors
  Vector<Integer> v = new Vector<>();
  v.add(1);
 
  // note that this loop runs till Math.sqrt(n)
  for (int i = 2; i <= Math.sqrt(n); i++)
  {
    // if the value of i is a factor
    if (n % i == 0)
    {
      v.add(i);
 
      // condition to check the
      // divisor is not the number itself
      if (n / i != i)
      {
        v.add(n / i);
      }
    }
  }
   
  // return the vector
  return v;
}
 
// Function to check if the
// number is semi-perfect or not
static boolean check(int n)
{
  Vector<Integer> v = new Vector<>();
 
  // find the divisors
  v = factors(n);
 
  // sorting the vector
  Collections.sort(v);
 
  int r = v.size();
 
  // subset to check if no
  // is semiperfect
  boolean [][]subset =
          new boolean[r + 1][n + 1];
 
  // initialising 1st column to true
  for (int i = 0; i <= r; i++)
    subset[i][0] = true;
 
  // initializing 1st row except
  // zero position to 0
  for (int i = 1; i <= n; i++)
    subset[0][i] = false;
 
  // loop to find whether the
  // number is semiperfect
  for (int i = 1; i <= r; i++)
  {
    for (int j = 1; j <= n; j++)
    {
      // calculation to check if the
      // number can be made by
      // summation of divisors
      if (j < v.elementAt(i - 1))
        subset[i][j] = subset[i - 1][j];
      else
      {
        subset[i][j] = subset[i - 1][j] ||
                       subset[i - 1][j - v.elementAt(i - 1)];
      }
    }
  }
 
  // If not possible to make the
  // number by any combination of divisors
  if ((subset[r][n]) == false)
    return false;
  else
    return true;
}
 
// Driver code to check if possible
public static void main(String[] args)
{
  int n = 40;
  if (check(n))
    System.out.print("Yes");
  else
    System.out.print("No");
}
}
 
// This code is contributed by gauravrajput1


Python3




# Python3 program to check if the number
# is semi-perfect or not
import math
 
# code to find all the factors of
# the number excluding the number itself
def factors( n):
 
    # vector to store the factors
    v = []
    v.append(1)
 
    # note that this loop runs till sqrt(n)
    sqt = int(math.sqrt(n))
    for i in range(2, sqt + 1):
 
        # if the value of i is a factor
        if (n % i == 0):
            v.append(i)
 
            # condition to check the
            # divisor is not the number itself
            if (n // i != i):
                v.append(n // i)
                 
    # return the vector
    return v
 
# Function to check if the
# number is semi-perfect or not
def check( n):
 
    v = []
 
    # find the divisors
    v = factors(n)
 
    # sorting the vector
    v.sort()
 
    r = len(v)
 
    # subset to check if no is semiperfect
    subset = [[ 0 for i in range(n + 1)]
                  for j in range(r + 1)]
 
    # initialising 1st column to true
    for i in range(r + 1):
        subset[i][0] = True
 
    # initializing 1st row except zero position to 0
    for i in range(1, n + 1):
        subset[0][i] = False
 
    # loop to find whether the number is semiperfect
    for i in range(1, r + 1):
        for j in range(1, n + 1):
 
            # calculation to check if the
            # number can be made by summation of divisors
            if (j < v[i - 1]):
                subset[i][j] = subset[i - 1][j];
            else:
                subset[i][j] = (subset[i - 1][j] or
                                subset[i - 1][j - v[i - 1]])
 
    # if not possible to make the
    # number by any combination of divisors
    if ((subset[r][n]) == 0):
        return False
    else:
        return True
 
# Driver Code
if __name__ == "__main__":
    n = 40
    if (check(n)):
        print("Yes")
    else:
        print("No")
 
# This code is contributed by ChitraNayal


C#




// C# program to check
// if the number is
// semi-perfect or not
using System;
using System.Collections.Generic;
class GFG{
 
// Code to find all the
// factors of the number
// excluding the number itself
static List<int> factors(int n)
{
  // vector to store the factors
  List<int> v = new List<int>();
  v.Add(1);
 
  // note that this loop runs
  // till Math.Sqrt(n)
  for (int i = 2;
           i <= Math.Sqrt(n); i++)
  {
    // if the value of i is
    // a factor
    if (n % i == 0)
    {
      v.Add(i);
 
      // condition to check the
      // divisor is not the number
      // itself
      if (n / i != i)
      {
        v.Add(n / i);
      }
    }
  }
 
// return the vector
return v;
}
 
// Function to check if the
// number is semi-perfect or not
static bool check(int n)
{
  List<int> v = new List<int>();
 
  // find the divisors
  v = factors(n);
 
  // sorting the vector
  v.Sort();
 
  int r = v.Count;
 
  // subset to check if no
  // is semiperfect
  bool [,]subset = new bool[r + 1,
                            n + 1];
 
  // initialising 1st column
  // to true
  for (int i = 0; i <= r; i++)
    subset[i, 0] = true;
 
  // initializing 1st row except
  // zero position to 0
  for (int i = 1; i <= n; i++)
    subset[0, i] = false;
 
  // loop to find whether the
  // number is semiperfect
  for (int i = 1; i <= r; i++)
  {
    for (int j = 1; j <= n; j++)
    {
      // calculation to check if the
      // number can be made by
      // summation of divisors
      if (j < v[i - 1])
        subset[i, j] = subset[i - 1, j];
      else
      {
        subset[i, j] = subset[i - 1, j] ||
        subset[i - 1, (j - v[i - 1])];
      }
    }
  }
 
  // If not possible to make
  // the number by any combination
  // of divisors
  if ((subset[r, n]) == false)
    return false;
  else
    return true;
}
 
// Driver code
public static void Main(String[] args)
{
  int n = 40;
   
  if (check(n))
    Console.Write("Yes");
  else
    Console.Write("No");
}
}
 
// This code is contributed by Princi Singh


Javascript




<script>
// Javascript program to check
// if the number is
// semi-perfect or not
 
// Code to find all the factors of
// the number excluding the number itself
function factors(n)
{
    // vector to store the factors
  let v = [];
  v.push(1);
  
  // note that this loop runs till Math.sqrt(n)
  for (let i = 2; i <= Math.sqrt(n); i++)
  {
    // if the value of i is a factor
    if (n % i == 0)
    {
      v.push(i);
  
      // condition to check the
      // divisor is not the number itself
      if (Math.floor(n / i) != i)
      {
        v.push(Math.floor(n / i));
      }
    }
  }
    
  // return the vector
  return v;
}
 
// Function to check if the
// number is semi-perfect or not
function check(n)
{
    let v = [] ;
  
  // find the divisors
  v = factors(n);
  
  // sorting the vector
  v.sort(function(a,b){return a-b;});
  
  let r = v.length;
  
  // subset to check if no
  // is semiperfect
  let subset = new Array(r + 1);
  for(let i=0;i<r+1;i++)
  {
      subset[i]=new Array(n+1);
    for(let j=0;j<n+1;j++)
    {
        subset[i][j]=false;
    }
  }
  
  // initialising 1st column to true
  for (let i = 0; i <= r; i++)
    subset[i][0] = true;
  
  // initializing 1st row except
  // zero position to 0
  for (let i = 1; i <= n; i++)
    subset[0][i] = false;
  
  // loop to find whether the
  // number is semiperfect
  for (let i = 1; i <= r; i++)
  {
    for (let j = 1; j <= n; j++)
    {
      // calculation to check if the
      // number can be made by
      // summation of divisors
      if (j < v[i-1])
        subset[i][j] = subset[i - 1][j];
      else
      {
        subset[i][j] = subset[i - 1][j] ||
                       subset[i - 1][j - v[i-1]];
      }
    }
  }
  
  // If not possible to make the
  // number by any combination of divisors
  if ((subset[r][n]) == false)
    return false;
  else
    return true;
}
 
// Driver code to check if possible
let n = 40;
if (check(n))
    document.write("Yes");
else
    document.write("No");
 
     
     
// This code is contributed by rag2127
</script>


Output

Yes






Time Complexity: O(number of factors * N) 
Auxiliary Space: O(number of factors * N) 

Efficient approach : Space optimization

In previous approach the current value subset[i][j] is only depend upon the current and previous row values of subset matrix. So to optimize the space complexity we use a single 1D array to store the computations.

Implementation: 

C++




// C++ program to check if the number
// is semi-perfect or not
#include <bits/stdc++.h>
using namespace std;
 
// code to find all the factors of
// the number excluding the number itself
vector<int> factors(int n)
{
    // vector to store the factors
    vector<int> v;
    v.push_back(1);
 
    // note that this loop runs till sqrt(n)
    int sqrtN = sqrt(n);
    for (int i = 2; i <= sqrtN; i++) {
        // if the value of i is a factor
        if (n % i == 0) {
            v.push_back(i);
            // condition to check the
            // divisor is not the number itself
            if (n / i != i) {
                v.push_back(n / i);
            }
        }
    }
    // return the vector
    return v;
}
 
// Function to check if the
// number is semi-perfect or not
bool check(int n)
{
    vector<int> v;
 
    // find the divisors
    v = factors(n);
 
    // sorting the vector
    sort(v.begin(), v.end());
 
    int r = v.size();
 
    // initialize to store computations of subproblems
    vector<bool> subset(n + 1, false);
 
    // Base Case
    subset[0] = true;
 
    // iterate over subproblems to get the current
    // value from previous computations
    for (int i = 0; i < r; i++) {
        for (int j = n; j >= v[i]; j--) {
            subset[j] = subset[j] || subset[j - v[i]];
        }
    }
 
    // return final answer
    return subset[n];
}
 
// Driver Code
int main()
{
    int n = 40;
 
    if (check(n))
        cout << "Yes";
    else
        cout << "No";
 
    return 0;
}


Java




import java.util.ArrayList;
import java.util.Collections;
 
public class Main {
 
    // Function to find all the factors of the number excluding the number itself
    static ArrayList<Integer> factors(int n) {
        // ArrayList to store the factors
        ArrayList<Integer> v = new ArrayList<>();
        v.add(1);
 
        // Note that this loop runs till sqrt(n)
        int sqrtN = (int) Math.sqrt(n);
        for (int i = 2; i <= sqrtN; i++) {
            // If the value of i is a factor
            if (n % i == 0) {
                v.add(i);
                // Condition to check the divisor is not the number itself
                if (n / i != i) {
                    v.add(n / i);
                }
            }
        }
 
        // Return the ArrayList of factors
        return v;
    }
 
    // Function to check if the number is semi-perfect or not
    static boolean check(int n) {
        ArrayList<Integer> v;
 
        // Find the divisors
        v = factors(n);
 
        // Sorting the ArrayList
        Collections.sort(v);
 
        int r = v.size();
 
        // Initialize an array to store computations of subproblems
        boolean[] subset = new boolean[n + 1];
 
        // Base Case
        subset[0] = true;
 
        // Iterate over subproblems to get the current
        // value from previous computations
        for (int i = 0; i < r; i++) {
            for (int j = n; j >= v.get(i); j--) {
                subset[j] = subset[j] || subset[j - v.get(i)];
            }
        }
 
        // Return the final answer
        return subset[n];
    }
 
    // Driver Code
    public static void main(String[] args) {
        int n = 40;
 
        if (check(n))
            System.out.println("Yes");
        else
            System.out.println("No");
    }
}


Python3




import math
 
# Function to find all the factors of
# the number excluding the number itself
def factors(n):
    # List to store the factors
    v = [1]
 
    # Note that this loop runs till sqrt(n)
    sqrtN = int(math.sqrt(n))
    for i in range(2, sqrtN + 1):
        # If the value of i is a factor
        if n % i == 0:
            v.append(i)
            # Condition to check the
            # divisor is not the number itself
            if n // i != i:
                v.append(n // i)
    # Return the list
    return v
 
# Function to check if the
# number is semi-perfect or not
def check(n):
    v = []
 
    # Find the divisors
    v = factors(n)
 
    # Sorting the list
    v.sort()
 
    r = len(v)
 
    # Initialize to store computations of subproblems
    subset = [False] * (n + 1)
 
    # Base Case
    subset[0] = True
 
    # Iterate over subproblems to get the current
    # value from previous computations
    for i in range(r):
        for j in range(n, v[i] - 1, -1):
            subset[j] = subset[j] or subset[j - v[i]]
 
    # Return final answer
    return subset[n]
 
# Driver Code
if __name__ == "__main__":
    n = 40
 
    if check(n):
        print("Yes")
    else:
        print("No")


C#




using System;
using System.Collections.Generic;
 
class Program
{
    // Function to find all the factors of the number excluding the number itself
    static List<int> Factors(int n)
    {
        // List to store the factors
        List<int> factorsList = new List<int>();
        factorsList.Add(1);
 
        // Note that this loop runs until sqrt(n)
        int sqrtN = (int)Math.Sqrt(n);
        for (int i = 2; i <= sqrtN; i++)
        {
            // If the value of i is a factor
            if (n % i == 0)
            {
                factorsList.Add(i);
                // Condition to check that the divisor is not the number itself
                if (n / i != i)
                {
                    factorsList.Add(n / i);
                }
            }
        }
        // Return the list
        return factorsList;
    }
 
    // Function to check if the number is semi-perfect or not
    static bool CheckSemiPerfect(int n)
    {
        List<int> factorsList = new List<int>();
 
        // Find the divisors
        factorsList = Factors(n);
 
        // Sorting the list
        factorsList.Sort();
 
        int r = factorsList.Count;
 
        // Initialize an array to store computations of subproblems
        bool[] subset = new bool[n + 1];
 
        // Base Case
        subset[0] = true;
 
        // Iterate over subproblems to get the current value from previous computations
        for (int i = 0; i < r; i++)
        {
            for (int j = n; j >= factorsList[i]; j--)
            {
                subset[j] = subset[j] || subset[j - factorsList[i]];
            }
        }
 
        // Return the final answer
        return subset[n];
    }
 
    // Driver Code
    static void Main()
    {
        int n = 40;
 
        if (CheckSemiPerfect(n))
            Console.WriteLine("Yes");
        else
            Console.WriteLine("No");
    }
}
 
// This code is contributed by shivamgupta0987654321


Javascript




// Function to find all the factors of a number excluding the number itself
function factors(n) {
    const v = [1]; // Array to store the factors
    const sqrtN = Math.sqrt(n);
 
    for (let i = 2; i <= sqrtN; i++) {
        // If i is a factor
        if (n % i === 0) {
            v.push(i);
            // Check if the divisor is not the number itself
            if (n / i !== i) {
                v.push(n / i);
            }
        }
    }
    // Return the array of factors
    return v;
}
 
// Function to check if the number is semi-perfect or not
function check(n) {
    let v = [];
 
    // Find the divisors
    v = factors(n);
 
    // Sort the array
    v.sort((a, b) => a - b);
 
    const r = v.length;
 
    // Initialize an array to store computations of subproblems
    const subset = Array(n + 1).fill(false);
 
    // Base Case
    subset[0] = true;
 
    // Iterate over subproblems to get the current
    // value from previous computations
    for (let i = 0; i < r; i++) {
        for (let j = n; j >= v[i]; j--) {
            subset[j] = subset[j] || subset[j - v[i]];
        }
    }
 
    // Return the final answer
    return subset[n];
}
 
// Driver Code
const n = 40;
 
if (check(n)) {
    console.log("Yes");
} else {
    console.log("No");
}


Output

Yes






Time Complexity: O(number of factors * N) 
Auxiliary Space: O(N) 

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