Bitwise Operations - practical explanation for beginners
How to manipulate data at the individual bit level
Powerful thing, which allows you significantly increase a performance in multiplying, addition and dividing numbers.
A bit Wiki theory: https://en.wikipedia.org/wiki/Bitwise_operation
So, let’s start! Assume, we have a number 93.
Number: 93.
Step 0.
93 in binary system is 1011101.
TS:
console.log( parseInt(1011101, 2) ) // -> 93.
C#:
Console.WriteLine( Convert.ToInt32("1011101", 2) ) // -> 93.
Step 1.
Due to using operator “»” in expression 93 » 1, we tell compiler to do a bit shift for 1 symbol, thus or number 93 will be transformed into 46.
TS:
console.log( parseInt(101110, 2) == 93 >> 1) // -> true.
C#:
Console.WriteLine( 93 >> 1 == Convert.ToInt32("101110", 2) ) // -> true.
Clarification:
1011101 -> 93.
101110 -> 46.
All existing numbers have to be shifted into right side for 1 sign. So, it means that 1st number will be on the second place, 2nd on the 3rd etc, but the last number leaves collection. As you see we had a last number “1”, but it have to be removed.
Step 2.
93 » 2 == 46 » 1 -> 23.
Step 3.
93 » 3 == 46 » 2 == 23 » 1 -> 11.
Step 4.
93 » 4 == 46 » 3 == 23 » 2 == 11 » 1 -> 5.
Step 5.
93 » 5 == 46 » 4 == 23 » 3 == 11 » 2 == 5 » 1 -> 2.
Step 6.
93 » 6 == 46 » 5 == 23 » 4 == 11 » 3 == 5 » 2 == 2 » 1 -> 1.
Step 7.
93 » 7 == 46 » 6 == 23 » 5 == 11 » 4 == 5 » 3 == 2 » 2 == 1 » 1 -> 0.
So, we had a 7 iterations, thereafter the last received sign is zero. All next bit shift operation can’t change that and we’ll have a sign 0 all the time.
Shift to left.
It is completely opposite to previous method. Compiler will add a 1 sign into the start, which increases the number.
Number: 1.
Step 0.
How we did that? First of all, you have to understand the principle of representation the numbers in binary system. See a table below:
| Metric system | Binary system |
|---|---|
| 0 | 0 |
| 1 | 1 |
| 2 | 10 |
| 3 | 11 |
| 4 | 100 |
| 5 | 101 |
| 6 | 110 |
etc .
So, when we use operator « and apply it for number 1, the result will be 2 because we have a bits shift to left.
Step 1.
1 « 1 -> 2.
Step 2.
2 « 1 -> 4.
Step 3 (a consistent shift).
1 « 1 « 1 -> 4.
Let’s check that in C# compiler:
Console.WriteLine(Convert.ToString(4, 2)); // get a binary system representation
Console.WriteLine(Convert.ToInt32("100", 2)); // convert number into metric system
Console.WriteLine(1 << 1 << 1 == Convert.ToInt32("100", 2)); // compare results
Bitwise AND (&).
Now let’s talk about common expression task - bitwise and. According to code above, there is no a new principles, just only another representational behaviour.
Supposably, we want to use and operator to numbers 5 and 7. So, here is a bits transformation:
| Metric system | Position 3 | Position 2 | Position 1 |
|---|---|---|---|
| 5 | 1 | 0 | 1 |
| 7 | 1 | 1 | 1 |
| 5 | 1 | 0 | 1 |
Let’s change numbers and now we’re having 9 and 5:
| Metric system | Position 4 | Position 3 | Position 2 | Position 1 |
|---|---|---|---|---|
| 9 | 1 | 0 | 0 | 1 |
| 5 | 0 | 1 | 0 | 1 |
| 1 | 0 | 0 | 0 | 1 |
Check it using TypeScript:
console.log( parseInt(101, 2) & parseInt(111, 2) ); // -> 5
console.log( parseInt(1001, 2) & parseInt(101, 2) ); // -> 1
Bitwise OR (|).
In this case all combinations return 1 except 0 & 0. Example:
| Position 1 | Position 2 | Result |
|---|---|---|
| 0 | 0 | 0 |
| 0 | 1 | 1 |
| 1 | 0 | 1 |
| 1 | 1 | 1 |
Supposably, we use OR operator with numbers 7 and 5, so compiler does the following actions:
| Metric system | Position 3 | Position 2 | Position 1 |
|---|---|---|---|
| 5 | 1 | 0 | 1 |
| 7 | 1 | 1 | 1 |
| 7 | 1 | 1 | 1 |
Bitwise Exclusive OR (^).
Only different signs return “1”, so there are [0 - 1], [1 - 0] combinations, in other cases will returned “0”.
| Metric system | Position 3 | Position 2 | Position 1 |
|---|---|---|---|
| 5 | 1 | 0 | 1 |
| 7 | 1 | 1 | 1 |
| 2 | 0 | 1 | 0 |
Bitwise Not (~).
Replaces each sign to opposite, [0 - 1], [1 - 0].
| Sign | Result |
|---|---|
| 1 | 0 |
| 0 | 1 |
Bitwise Shift Left («).
This operation is almost equals to the multiplication an existing number by 2. In other words, if we have a number 24 and we have to change it using left shift for 2 signs, will be enough use 2 times multiplication it by 2.
24 « 2 -> 96.
Conclusion.
We have discussed about bitwise shift in programming languages. It happens when you work with computer memory, use high-load performance application or integrate your scenarios into the low-level programming.
To be continued…