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Tip of the Day
Home » Tip Bank » C++ » Coding
Language: C++
Expertise: Advanced
Jun 19, 2003



Building the Right Environment to Support AI, Machine Learning and Deep Learning

Negative Numbers Represented in C++

You probably know that integers are represented in binary--in base 2. This is pretty straightforward for positive numbers, but it means you must choose an encoding for representing negatives. The encoding used by C++ (as well was by C and Java) is two's complement.

In two's complement, the first bit of a negative number is always 1. Otherwise, the number is 0 or postive. To find the bitstring representing a negative number, you take the bitstring representing the corresponding positive number and flip all the bits. Next, add 1 to the result.

In the following example, Ive used 4-bit numbers for simplicity:

  -5d = -(0101b) = (1010b + 1b) = 1011b
Notice that -1d is represented as all 1's:

  -1d = -(0001b) = 1110b + 1 = 1111b
A nice property of this encoding is that you can subtract by negating and then adding the following:

  7d - 3d = 0111b
          - 0011b

  =>        0111b
          + 1100b + 1

  =>        0111b
          + 1101b
          = 0100b = 4d
Yet another nice property is that overflows and underflows wrap around and cancel one another out, like this:

  5d + 6d = 0101b
          + 0110b
          = 1011b
          = -(0100b + 1)
          = -0101b = -5d
If you subtract 6 from this result (by adding its negation), youll get 5 back. First, compute -6:

  -6d = -(0110b) = 1001b + 1 = 1010b
Then, add -6d to -5d to get the original value:

         + 1010b
         = 0101
Matthew Johnson
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