Computer Number Systems
Introduction
All digital computers, from supercomputers to your smartphone, are electronic devices and ultimately can do one thing: detect whether an electrical signal is on or off.
That basic information, called a bit (binary digit), has two values: a 1 (or true ) when the signal is on, and a 0 (of false ) when the signal is off.
Larger values can be stored by a group of bits. For example, there are:
- 4 different values stored by 2 bits (00, 01, 10, and 11),
- 8 values for 3 bits (000, 001, 010, 011, 100, 101, 110, and 111),
- 16 values for 4 bits (0000, 0001, ..., 1111), and so on.
However, large numbers, using 0s and 1s only, are quite unwieldy for humans.
For example, a computer would need 19 bits to store the numbers up to 500,000! We use of different number systems to work with large binary strings that represent numbers within computers.
Different Number Systems
A number system is the way we name and represent numbers. The number system we use in our daily life is known as decimal number system or base 10 because it is based on 10 different digits: 0, 1, 2, ..., 8, and 9.
The base of number is written as subscript to a number. For example, the decimal number "twelve thousand three hundred and forty-five" is written as 1234510. Without a base or explicit context, it's assumed that a number is in base 10.
In computer science, apart from the decimal system, three additional number systems are commonly used:
- binary (base-2)
- octal (base-8)
- hexadecimal or just hex (base-16).
Binary numbers are important because that is how numbers are stored in the computer.
Octal and hexadecimal are used to represent binary numbers in a user-friendly way.
Each octal symbol represents 3 binary bits and each hex digit represents 4 binary bits.
For example, the decimal number 53201, stored as in the computer as the binary number 10000001111000101100, is represented by the octal number 2017054, and the hex number 81E2C.
The table below compares the number systems:
Number System | Base | Digits Used | Examples |
---|---|---|---|
Binary | 2 | 0,1 | 101102, 101100112 |
Octal | 8 | 0,1,2,3,4,5,6,7 | 750218, 2318, 600128 |
Decimal | 10 | 0,1,2,3,4,5,6,7,8,9 | 9742510 or simply 97425 |
Hexadecimal | 16 | 0,1,2,3,4,5,6,7,8,9,A,B,C,D,E,F | 54A2DD0F16 |
In general, N bits have 2N different values. The computers aboard the Apollo spacecraft had 8-bit words of memory.
Each word of memory could store 256 different values, and the contents were displayed using 2 hex characters.
The following table shows the first 20 numbers in decimal, binary, octal, and hexadecimal:
Decimal | Binary | Octal | Hexadecimal |
---|---|---|---|
0 | 0 | 0 | 0 |
1 | 1 | 1 | 1 |
2 | 10 | 2 | 2 |
3 | 11 | 3 | 3 |
4 | 100 | 4 | 4 |
5 | 101 | 5 | 5 |
6 | 110 | 6 | 6 |
7 | 111 | 7 | 7 |
8 | 1000 | 10 | 8 |
9 | 1001 | 11 | 9 |
10 | 1010 | 12 | A |
11 | 1011 | 13 | B |
12 | 1100 | 14 | C |
13 | 1101 | 15 | D |
14 | 1110 | 16 | E |
15 | 1111 | 17 | F |
16 | 10000 | 20 | 10 |
17 | 10001 | 21 | 11 |
18 | 10010 | 22 | 12 |
19 | 10011 | 23 | 13 |
20 | 10100 | 24 | 14 |
Converting to Decimal
As we learned in the first or second grade, the decimal value of a decimal number is simply sum of each digit multiplied by its place value:
12345=1×104+2×103+3×102+4×101+5×100=10000+2000+300+40+5=12345
3079=3×103+0×102+7×101+9×100=3000+70+9=3079
Analogously, the decimal value of a number in an arbitrary base is the sum of each digit multiplied by its place value. Here are some examples of converting from one base into base 10:
11012=1×23+1×22+0×21+1×20=8+4+0+1=1310
1758=1×82+7×81+5×80=1×64+7×8+5×1=64+56+5=12510
A5E16=10×162+5×161+14×160=10×256+5×16+14×1=2560+80+14=265410
Converting from Decimal
The algorithm to convert a number from an arbitrary base requires finding how many times successive powers of the base go into the number, starting with the largest power of the base less than the starting number. For example, converting 3306 from base 10 to octal proceeds as follows:
- The largest power of 8 that is less than or equal to 3306 is 512 (83). Divide 3306 by 512:
3306 = 683+234
- The next power of 8 is 64 (82). Divide 234 by 64:
234 = 382+42
- The next smaller power of 8 is 8 (81). Divide 42 by 8:
42 = 581+2
- Finally, the next smaller power of 8 is 1 (80). Divide 2 by 1:
2 = 280
The answer is 63528.
Converting between Binary, Octal, and Hexadecimal
Converting from octal to binary is simple: replace each octal digit by its corresponding 3 binary bits. For example:
3758 = 011 111 101 2 = 111111012
Converting from hex to binary is also simple: replace each hex digit by its corresponding 4 binary bits. For example:
FD16 = 1111 11012 = 111111012
Converting from binary to either octal or hex is pretty simple as well: group the bits by 3s or 4s (starting at the right), and convert each group:
10000001111000101100 = 10 000 001 111 000 101 100 = 20170548
10000001111000101100 = 1000 0001 1110 0010 1100 = 81E2C16
Converting between base 8 and 16 is easy by expressing the number in base 2 (easy to do!) and then converting that number from base 2 (another easy operation)! This is shown below in Sample Problem #1.
Using Hexadecimal Numbers to Represent Colors
Computers use hexadecimal numbers to represent various colors in computer graphics because all computer screens use combinations of red, green, and blue light or RGB to represent thousands of different colors.
Two digits are used for each so the hexadecimal number “#FF0000” represents the color red, “#00FF00” represents green, and “#0000FF” represents blue. The color black is “#000000” and white is “#FFFFFF”.
The hash tag or number sign is used to denote a hexadecimal number. FF16=F(15)×16+F(15)×1=240+15=25510 so there are 0 to 255 or 256 different shades of each color or 2563=16,777,216 different colors.
The following web site has nearly every color name, along with its hex code and decimal values:
https://www.rapidtables.com/web/color/RGB_Color.htmlFor example “salmon” is “#FA8072” which represents the decimal numbers 250 (hex FA), 128 (hex 80), and 114 (hex 72).
Resources
Ryan's Tutorials covers this topic beautifully. Rather than trying to duplicate that work, we'll point you to the different sections:
1. Number Systems - An introduction to what numbers systems are all about, with emphasis on decimal, binary, octal, and hexadecimal. ACSL will typically identify the base of a number using a subscript. For example, 1238 is an octal number, whereas 12316 is a hexadecimal number.
2. Binary Conversions - This section shows how to convert between binary, decimal, hexadecimal and octal numbers. In the Activities section, you can practice converting numbers.
3. Binary Arithmetic - Describes how to perform various arithmetic operations (addition, subtraction, multiplication, and division) with binary numbers. ACSL problems will also cover basic arithmetic in other bases, such as adding and subtracting together 2 hexadecimal numbers. ACSL problems will not cover division in other bases.
4. Negative Numbers - ACSL problems will not cover how negative numbers are represented in binary.
5. Binary Fractions and Floating Point - The first part of this section is relevant to ACSL: fractions in other bases. ACSL will not cover floating point numbers in other basis. So, focus on the section Converting to a Binary Fraction, but keep in mind that ACSL problems may also cover octal and hexadecimal fractions.The CoolConversion.com online calculator is another online app for practicing conversion from/to decimal, hexadecimal, octal and binary; this tool shows the steps that one goes through in the conversion.
The AskNumbers.com site has a nice description of the conversions between binary, octal, decimal and hexadecimal numbers.
Format of ACSL Problems
The problems in this category will focus on converting between binary, octal, decimal, and hexadecimal, basic arithmetic of numbers in those bases, and, occasionally, fractions in those bases.
To be successful in this category, you must know the following facts cold:
- The binary value of each octal digit 0, 1, ..., 7
- The binary value of each hex digit 0, 1, ..., 9, A, B, C, D, E, F
- The decimal value of each hex digit 0, 1, ..., F
- Powers of 2, up to 4096
- Powers of 8, up to 4096
- Powers of 16, up to 65,536
Sample Problems
Converting to Decimal
Number Systems
Solve for
Converting from Decimal
Number Systems
How many numbers from 100 to 200 in base 10 consist of distinct ascending digits and also have distinct ascending hex digits when converted to base 16?
Converting between Binary, Octal, and Hexadecimal
Number Systems
Solve for x where x16 = 36768.
Number Systems
Solve for x in the following hexadecimal equation: x16 = F5AD16 − 69EB16.