How to check if a number is a power of 2
.net, .net-core, algorithm, c#, math
Solution
There's a simple trick for this problem:
bool IsPowerOfTwo(ulong x)
{
return (x & (x - 1)) == 0;
}
Note, this function will report `true` for `0`, which is not a power of `2`. If you want to exclude that, here's how:
bool IsPowerOfTwo(ulong x)
{
return (x != 0) && ((x & (x - 1)) == 0);
}
Explanation
First and foremost the bitwise binary & operator from MSDN definition:
Binary & operators are predefined for the integral types and bool. For integral types, & computes the logical bitwise AND of its operands. For bool operands, & computes the logical AND of its operands; that is, the result is true if and only if both its operands are true.
Now let's take a look at how this all plays out:
The function returns boolean (true / false) and accepts one incoming parameter of type unsigned long (x, in this case). Let us for the sake of simplicity assume that someone has passed the value 4 and called the function like so:
bool b = IsPowerOfTwo(4)
Now we replace each occurrence of x with 4:
return (4 != 0) && ((4 & (4-1)) == 0);
Well we already know that 4 != 0 evals to true, so far so good. But what about:
((4 & (4-1)) == 0)
This translates to this of course:
((4 & 3) == 0)
But what exactly is `4&3`?
The binary representation of 4 is 100 and the binary representation of 3 is 011 (remember the & takes the binary representation of these numbers). So we have:
100 = 4
011 = 3
Imagine these values being stacked up much like elementary addition. The `&` operator says that if both values are equal to 1 then the result is 1, otherwise it is 0. So `1 & 1 = 1`, `1 & 0 = 0`, `0 & 0 = 0`, and `0 & 1 = 0`. So we do the math:
100
011
----
000
The result is simply 0. So we go back and look at what our return statement now translates to:
return (4 != 0) && ((4 & 3) == 0);
Which translates now to:
return true && (0 == 0);
return true && true;
We all know that `true && true` is simply `true`, and this shows that for our example, 4 is a power of 2.
Problem
Today I needed a simple algorithm for checking if a number is a power of 2. The algorithm needs to be: - Simple - Correct for any `ulong` value. I came up with this simple algorithm: ``` private bool IsPowerOfTwo(ulong number) { if (number == 0) return false; for (ulong power = 1; power > 0; power = power << 1) { // This for loop used shifting for powers of 2, meaning // that the value will become 0 after the last shift // (from binary 1000...0000 to 0000...0000) then, the 'for' // loop will break out. if (power == number) return true; if (power > number) return false; } return false; } ``` But then I thought: How about checking if log2 x is an exactly a round number? When I checked for 2^63+1, `Math.Log()` returned exactly 63 because of rounding. So I checked if 2 to the power 63 is equal to the original number and it is, because the calculation is done in `double`s and not in exact numbers. ``` private bool IsPowerOfTwo_2(ulong number) { double log = Math.Log(number, 2); double pow = Math.Pow(2, Math.Round(log)); return pow == number; } ``` This returned `true` for the given wrong value: `9223372036854775809`. Is there a better algorithm?