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HomeBackend DevelopmentPython TutorialSUM OF TWO INTEGERS - leetcode - Python

Let's get to the core of adding two integers without using the ' ' operator. This requires binary manipulation.

SUM OF TWO INTEGERS - leetcode - Python

We'll approach this like regular addition, but using binary.

SUM OF TWO INTEGERS - leetcode - Python

  1. Start adding from the right, just as you normally would: 1 1, 0 1, 1 0, 0 0.
  2. Since we're working in binary, if the sum reaches 2, reset it to 0 (1 1 = 10 binary, becomes 0 with a carry).
  3. Repeat this for all bits. This gives us a partial sum, ignoring carries for now.

SUM OF TWO INTEGERS - leetcode - Python

The XOR (^) bitwise operator handles this initial sum perfectly:

  • If bits are the same, the result is 0. If they're different, the result is 1.

This aligns with our needs: 1 1 → 0 (with a carry), 0 1 or 1 0 → 1, and 0 0 → 0.

Now, let's address the carries. The AND (&) operator helps us find them:

  • If both bits are 1, the result is 1 (a carry).

To shift the carry to the left, we'll use a left bit shift.

SUM OF TWO INTEGERS - leetcode - Python

Algorithm:

  1. Initialization:
    • sum = a ^ b (XOR for sum without carry)
    • carry = (a & b) (AND for carry)
  2. Iteration:
    • Repeat until carry == 0:
      • a = sum
      • b = carry (left bit shift for carry)

Example (5 3):

  1. Initial Values: SUM OF TWO INTEGERS - leetcode - Python
  2. Iteration 1:
    • sum = 0101 ^ 0011 = 0110
    • carry = 0101 & 0011 = 0001 SUM OF TWO INTEGERS - leetcode - Python
  3. Iteration 2:
    • sum = 0110 ^ 0010 = 0100
    • carry = 0110 & 0010 = 0010 SUM OF TWO INTEGERS - leetcode - Python
  4. Iteration 3:
    • sum = 0100 ^ 00100 = 0000
    • carry = 0100 & 0100 = 0100 SUM OF TWO INTEGERS - leetcode - Python
  5. Iteration 4:
    • sum = 0000 ^ 1000 = 1000
    • carry = 0000 & 1000 = 0000

The carry is 0, so the final sum is 1000 (8).

SUM OF TWO INTEGERS - leetcode - Python

Python's unbounded integers cause issues with negative numbers. The left bit shift can lead to infinite growth. To fix this, we need to simulate fixed-size integers (e.g., 32-bit).

SUM OF TWO INTEGERS - leetcode - Python

We'll use a 32-bit mask (0xFFFFFFFF) to limit the number of bits:

SUM OF TWO INTEGERS - leetcode - Python

This ensures that only the last 32 bits are considered, preventing infinite growth. We also handle potential negative results by converting them to their 32-bit two's complement representation if necessary.

SUM OF TWO INTEGERS - leetcode - Python

This approach effectively simulates 32-bit integer arithmetic within Python, resolving the issue with unbounded integers and negative numbers. The if a > MAX_INT condition ensures that the result remains within the 32-bit signed integer range. The example with -12 and -8 demonstrates how this correction works to produce the expected result of -20.

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