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Number of 1 Bits


Number of 1 Bits: Write a function that takes an unsigned integer and returns the number of '1' bits it has (also known as the Hamming weight).

  • Note that in some languages, such as Java, there is no unsigned integer type. In this case, the input will be given as a signed integer type. It should not affect your implementation, as the integer's internal binary representation is the same, whether it is signed or unsigned.
  • In Java, the compiler represents the signed integers using 2's complement notation. Therefore, in Example 3, the input represents the signed integer. -3.
Example 1:
Input: n = 00000000000000000000000000001011
Output: 3
Explanation: The input binary string 00000000000000000000000000001011
has a total of three '1' bits.

Example 2:
Input: n = 00000000000000000000000010000000
Output: 1
Explanation: The input binary string 00000000000000000000000010000000
has a total of one '1' bit.

Example 3:
Input: n = 11111111111111111111111111111101
Output: 31
Explanation: The input binary string 11111111111111111111111111111101
has a total of thirty one '1' bits.

Constraints:
  • The input must be a binary string of length 32.

Try this Problem on your own or check similar problems:

  1. Reverse Bits
  2. Power of Two
  3. Counting Bits
Solution:
// you need to treat n as an unsigned value
public int hammingWeight(int n) {
int totalCount = 0;
while(n != 0){
totalCount += n & 1;
n >>>= 1;
}
return totalCount;
}

Time/Space Complexity:
  • Time Complexity: O(1)
  • Space Complexity: O(1)

Explanation:

Since we have limited length of binary representation we achieve constant space and time complexity. There are two pieces to the code above:

  • First we need to do unsigned right-shift operator >>> since the >> carries over the value of most significant bits (which will then not work for negative numbers), but you could however do >> 32 times controlling the loop in other way. Therefore it's important to remember that >>>`` will always put a 0 in the left most bit, while >>` will put a 1 or a 0 depending on if the number is negative or positive.
  • So we do >>> until we reach 0 (nothing left to shift), each time checking if the last significant bit is 1 by doing n & 1 and incrementing totalCount if it is.

Finally we return totalCount as our final result.