3.8. 将十进制数转换为二进制数
.. Copyright (C) Brad Miller, David Ranum This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/.
Converting Decimal Numbers to Binary Numbers ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
In your study of computer science, you have probably been exposed in one way or another to the idea of a binary number. Binary representation is important in computer science since all values stored within a computer exist as a string of binary digits, a string of 0s and 1s. Without the ability to convert back and forth between common representations and binary numbers, we would need to interact with computers in very awkward ways.
Integer values are common data items. They are used in computer programs
and computation all the time. We learn about them in math class and of
course represent them using the decimal number system, or base 10. The
decimal number :math:233_{10} and its corresponding binary
equivalent :math:11101001_{2} are interpreted respectively as
:math:2\times10^{2} + 3\times10^{1} + 3\times10^{0}
and
:math:1\times2^{7} + 1\times2^{6} + 1\times2^{5} + 0\times2^{4} + 1\times2^{3} + 0\times2^{2} + 0\times2^{1} + 1\times2^{0}
But how can we easily convert integer values into binary numbers? The answer is an algorithm called Divide by 2 that uses a stack to keep track of the digits for the binary result.
The Divide by 2 algorithm assumes that we start with an integer greater
than 0. A simple iteration then continually divides the decimal number
by 2 and keeps track of the remainder. The first division by 2 gives
information as to whether the value is even or odd. An even value will
have a remainder of 0 and will have the digit 0 in the ones place. An
odd value will have a remainder of 1 and will have the digit 1 in the
ones place. We think about building our binary number as a sequence of
digits; the first remainder we compute will actually be the last digit
in the sequence. As shown in :ref:Figure 5 <fig_decbin>, we again see the
reversal property that signals that a stack is likely to be the
appropriate data structure for solving the problem.
.. _fig_decbin:
.. figure:: Figures/dectobin.png :align: center
Figure 5: Decimal-to-Binary Conversion
The Python code in :ref:ActiveCode 1 <lst_binconverter> implements the Divide by 2
algorithm. The function divide_by_2 takes an argument that is a
decimal number and repeatedly divides it by 2. Line 8 uses the built-in
modulo operator, %, to extract the remainder and line 9 then pushes it
on the stack. After the division process reaches 0, a binary string is
constructed in lines 12-14. Line 12 creates an empty string. The binary
digits are popped from the stack one at a time and appended to the
right-hand end of the string. The binary string is then returned.
.. _lst_binconverter:
.. activecode:: divby2 :caption: Converting from Decimal to Binary :nocodelens:
from pythonds3.basic import Stack
def divide_by_2(decimal_num):
rem_stack = Stack()
while decimal_num > 0:
rem = decimal_num % 2
rem_stack.push(rem)
decimal_num = decimal_num // 2
bin_string = ""
while not rem_stack.is_empty():
bin_string = bin_string + str(rem_stack.pop())
return bin_string
print(divide_by_2(42))
print(divide_by_2(31))
The algorithm for binary conversion can easily be extended to perform the conversion for any base. In computer science it is common to use a number of different encodings. The most common of these are binary, octal (base 8), and hexadecimal (base 16).
The decimal number :math:233 and its corresponding octal and
hexadecimal equivalents :math:351_{8} and :math:E9_{16} are
interpreted as
:math:3\times8^{2} + 5\times8^{1} + 1\times8^{0}
and
:math:14\times16^{1} + 9\times16^{0}
The function divide_by_2 can be modified to accept not only a decimal
value but also a base for the intended conversion. The “Divide by 2”
idea is simply replaced with a more general “Divide by base.” A new
function called base_converter, shown in :ref:ActiveCode 2 <lst_baseconverter>,
takes a decimal number and any base between 2 and 16 as parameters. The
remainders are still pushed onto the stack until the value being
converted becomes 0. The same left-to-right string construction
technique can be used with one slight change. Base 2 through base 10
numbers need a maximum of 10 digits, so the typical digit characters 0
through 9 work fine. The problem comes when we go
beyond base 10. We can no longer simply use the remainders, as they are
themselves represented as two-digit decimal numbers. Instead we need to
create a set of digits that can be used to represent those remainders
beyond 9.
.. _lst_baseconverter:
.. activecode:: baseconvert :caption: Converting from Decimal to any Base :nocodelens:
from pythonds3.basic import Stack
def base_converter(decimal_num, base):
digits = "0123456789ABCDEF"
rem_stack = Stack()
while decimal_num > 0:
rem = decimal_num % base
rem_stack.push(rem)
decimal_num = decimal_num // base
new_string = ""
while not rem_stack.is_empty():
new_string = new_string + digits[rem_stack.pop()]
return new_string
print(base_converter(25, 2))
print(base_converter(25, 16))
A solution to this problem is to extend the digit set to include some
alphabet characters. For example, hexadecimal uses the ten decimal
digits along with the first six alphabet characters for the 16 digits.
To implement this, a digit string is created (line 5 in
:ref:Listing 6 <lst_baseconverter>) that stores the digits in their corresponding
positions. 0 is at position 0, 1 is at position 1, A is at position 10,
B is at position 11, and so on. When a remainder is removed from the
stack, it can be used to index into the digit string and the correct
resulting digit can be appended to the answer. For example, if the
remainder 13 is removed from the stack, the digit D is appended to the
resulting string.
.. admonition:: Self Check
.. fillintheblank:: baseconvert1
What is value of 25 expressed as an octal number?
|blank|
- :31: Correct.
:x: Incorrect
.. fillintheblank:: baseconvert2
What is value of 256 expressed as a hexidecimal number?
|blank|
- :100: Correct.
:x: Incorrect.
.. fillintheblank:: baseconvert3
What is value of 26 expressed in base 26?
|blank|
- :10: Correct.
:x: You may need to modify the baseConverter function, or simply find a pattern in the conversion of bases.
.. youtube:: Q6B8k8INeq8 :divid: video_Stack2 :height: 315 :width: 560 :align: left
创建日期: 2023年10月10日