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Check if a given number is sparse or not
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Check if a given number is sparse or not

Last Updated : 14 Sep, 2024
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Write a function to check if a given number is Sparse or not.

A number is said to be a sparse number if in the binary representation of the number no two or more consecutive bits are set.

Example: 

Input:  x  = 72
Output: true
Explanation:  Binary representation of 72 is 01001000. 
There are no two consecutive 1's in binary representation

Input:  x  = 12
Output: false
Explanation:  Binary representation of 12 is 1100. 
Third and fourth bits (from end) are set.

Naive Approach:  The idea is to check the consecutive bits of the number until the number becomes 0.

C++
#include <iostream> using namespace std;  // Function to check if the number // is sparse or not. bool isSparse(int n) {     int prev;      if (n == 1)         return true;      while (n > 0) {         prev = n & 1;         n = n >> 1;         int curr = n & 1;         if (prev == curr && prev == 1)             return false;         prev = curr;     }      return true; }  // Driver Code int main() {      int n = 100;     if (isSparse(n)) {         cout << "Sparse";     }     else {         cout << "Not Sparse";     }      return 0; } 
Java
// "static void main" must be defined in a public class. public class GFG {      // Function to check if the number     // is sparse or not.     static boolean isSparse(int n)     {         int prev;          if (n == 1)             return true;          while (n > 0) {             prev = n & 1;             n = n >> 1;             int curr = n & 1;             if (prev == curr && prev == 1)                 return false;             prev = curr;         }          return true;     }      public static void main(String[] args)     {         int n = 100;         if (isSparse(n)) {             System.out.println("Sparse");         }         else {             System.out.println("Not Sparse");         }     } }  // This code is contributed by garg28harsh. 
Python
# Python Code to Check if a given # number is sparse or not def isSparse(n):     if (n == 1):         return true     global prev     while(n > 0):         prev = n & 1         n = n >> 1         curr = n & 1         if(prev == curr and prev == 1):             return False         prev = curr      return True  # Driver code n = 100 if (isSparse(n)):     print("Sparse")  else:     print("Not Sparse")  # This code is contributed by karandeep1234 
C#
// C# Code to Check if a given // number is sparse or not using System;  public class GFG {    // Function to check if the number   // is sparse or not.   static bool isSparse(int n)   {     int prev;      if (n == 1)       return true;      while (n > 0) {       prev = n & 1;       n = n >> 1;       int curr = n & 1;       if (prev == curr && prev == 1)         return false;       prev = curr;     }      return true;   }    public static void Main(string[] args)   {     int n = 100;     if (isSparse(n)) {       Console.WriteLine("Sparse");     }     else {       Console.WriteLine("Not Sparse");     }   } }  // This code is contributed by karandeep1234 
JavaScript
// Function to check if the number // is sparse or not. function isSparse(n) {     let prev;      if (n == 1)         return true;      while (n > 0) {         prev = n & 1;         n = n >> 1;         let curr = n & 1;         if (prev == curr && prev == 1)             return false;         prev = curr;     }      return true; }  // Driver Code     let n = 100;     if (isSparse(n)) {         console.log( "Sparse");     }     else {         console.log( "Not Sparse");     }          // This code is contributed by garg28harsh. 

Output
Not Sparse

Time Complexity: O(Log2n)
Auxiliary Space: O(1)

Efficient Approach: To solve the problem follow the below idea:

If we observe carefully, then we can notice that if we can use bitwise AND of the binary representation of the "given number, then it's "right-shifted number"(i.e., half the given number) to figure out whether the number is sparse or not. The result of AND operator would be 0 if the number is sparse and non-zero if not sparse.

 


Below is the implementation of the above approach:

C++
// C++ program to check if n is sparse or not #include <bits/stdc++.h> using namespace std;  // Return true if n is sparse, else false bool checkSparse(int n) {     // n is not sparse if there is set     // in AND of n and n/2     if (n & (n >> 1))         return false;      return true; }  // Driver code int main() {     // Function call     cout << checkSparse(72) << endl;     cout << checkSparse(12) << endl;     cout << checkSparse(2) << endl;     cout << checkSparse(3) << endl;     return 0; } 
Java
// JAVA Code to Check if a // given number is sparse or not import java.util.*;  class GFG {      // Return true if n is     // sparse,else false     static int checkSparse(int n)     {          // n is not sparse if there         // is set in AND of n and n/2         if ((n & (n >> 1)) >= 1)             return 0;          return 1;     }      // Driver code     public static void main(String[] args)     {         // Function call         System.out.println(checkSparse(72));         System.out.println(checkSparse(12));         System.out.println(checkSparse(2));         System.out.println(checkSparse(3));     } }  // This code is contributed by Arnav Kr. Mandal. 
Python3
# Python program to check # if n is sparse or not  # Return true if n is # sparse, else false   def checkSparse(n):      # n is not sparse if there is set     # in AND of n and n/2     if (n & (n >> 1)):         return 0      return 1   # Driver code if __name__ == "__main__":      # Function call     print(checkSparse(72))     print(checkSparse(12))     print(checkSparse(2))     print(checkSparse(30))  # This code is contributed # by Anant Agarwal. 
C#
// C# Code to Check if a given // number is sparse or not using System;  class GFG {      // Return true if n is     // sparse,else false     static int checkSparse(int n)     {          // n is not sparse if there         // is set in AND of n and n/2         if ((n & (n >> 1)) >= 1)             return 0;          return 1;     }      // Driver code     public static void Main()     {         // Function call         Console.WriteLine(checkSparse(72));         Console.WriteLine(checkSparse(12));         Console.WriteLine(checkSparse(2));         Console.WriteLine(checkSparse(3));     } }  // This code is contributed by Sam007. 
JavaScript
<script>      // Javascript program to check if n is sparse or not          // Return true if n is sparse, else false     function checkSparse(n)     {         // n is not sparse if there is set         // in AND of n and n/2         if ((n & (n>>1)) > 0)             return 0;          return 1;     }          document.write(checkSparse(72) + "</br>");     document.write(checkSparse(12) + "</br>");     document.write(checkSparse(2) + "</br>");     document.write(checkSparse(3) + "</br>");      </script> 
PHP
<?php // PHP program to check if // n is sparse or not // Return true if n is sparse, // else false  function checkSparse($n) {     // n is not sparse if      // there is set in AND     // of n and n/2     if ($n & ($n >> 1))         return 0;      return 1; }  // Driver Code  // Function call echo checkSparse(72), "\n"; echo checkSparse(12), "\n"; echo checkSparse(2), "\n"; echo checkSparse(3), "\n";  // This code is contributed by Ajit. ?> 

Output
1 0 1 0

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

Note: Instead of the right shift, we could have used the left shift also, but the left shift might lead to an overflow in some cases.


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