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master
pre-commit-ci-update-config
Python-3.14
uv-again
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dependabot/github_actions/astral-sh/setup-uv-5
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cclauss-patch-1
Add-dataclasses-to-binary_search_tree.py
Simplify-is_bst.py
test-cov-gh-action
dhruv/remove
Remove-backslashes-from-is_palindrome.py
fuzzy_operations.py-on-Python-3.12
Python-3.12-on-Debian-bookworm
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master
pre-commit-ci-update-config
Python-3.14
uv-again
Sphinx-runs-on-ubuntu-24.04-arm
dependabot/github_actions/astral-sh/setup-uv-5
Shebang-python-for-Windows
gh-pages
Test-on-Python-3.13-beta
cclauss-patch-2
Keep-GitHub-Actions-up-to-date-with-Dependabot
Fewer-forward-propogations-to-speed-tests
cclauss-patch-1
Add-dataclasses-to-binary_search_tree.py
Simplify-is_bst.py
test-cov-gh-action
dhruv/remove
Remove-backslashes-from-is_palindrome.py
fuzzy_operations.py-on-Python-3.12
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master
Branches (94)
master
pre-commit-ci-update-config
Python-3.14
uv-again
Sphinx-runs-on-ubuntu-24.04-arm
dependabot/github_actions/astral-sh/setup-uv-5
Shebang-python-for-Windows
gh-pages
Test-on-Python-3.13-beta
cclauss-patch-2
Keep-GitHub-Actions-up-to-date-with-Dependabot
Fewer-forward-propogations-to-speed-tests
cclauss-patch-1
Add-dataclasses-to-binary_search_tree.py
Simplify-is_bst.py
test-cov-gh-action
dhruv/remove
Remove-backslashes-from-is_palindrome.py
fuzzy_operations.py-on-Python-3.12
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Python
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maths
/
binary_multiplication.py
Python
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maths
/
binary_multiplication.py
binary_multiplication.py 2.19 KB
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Aasheesh authored 2023年10月03日 23:40 +08:00 . Changing Name of file and adding doctests in file. (#9513)
"""
Binary Multiplication
This is a method to find a*b in a time complexity of O(log b)
This is one of the most commonly used methods of finding result of multiplication.
Also useful in cases where solution to (a*b)%c is required,
where a,b,c can be numbers over the computers calculation limits.
Done using iteration, can also be done using recursion
Let's say you need to calculate a * b
RULE 1 : a * b = (a+a) * (b/2) ---- example : 4 * 4 = (4+4) * (4/2) = 8 * 2
RULE 2 : IF b is odd, then ---- a * b = a + (a * (b - 1)), where (b - 1) is even.
Once b is even, repeat the process to get a * b
Repeat the process until b = 1 or b = 0, because a*1 = a and a*0 = 0
As far as the modulo is concerned,
the fact : (a+b) % c = ((a%c) + (b%c)) % c
Now apply RULE 1 or 2, whichever is required.
@author chinmoy159
"""
def binary_multiply(a: int, b: int) -> int:
"""
Multiply 'a' and 'b' using bitwise multiplication.
Parameters:
a (int): The first number.
b (int): The second number.
Returns:
int: a * b
Examples:
>>> binary_multiply(2, 3)
6
>>> binary_multiply(5, 0)
0
>>> binary_multiply(3, 4)
12
>>> binary_multiply(10, 5)
50
>>> binary_multiply(0, 5)
0
>>> binary_multiply(2, 1)
2
>>> binary_multiply(1, 10)
10
"""
res = 0
while b > 0:
if b & 1:
res += a
a += a
b >>= 1
return res
def binary_mod_multiply(a: int, b: int, modulus: int) -> int:
"""
Calculate (a * b) % c using binary multiplication and modular arithmetic.
Parameters:
a (int): The first number.
b (int): The second number.
modulus (int): The modulus.
Returns:
int: (a * b) % modulus.
Examples:
>>> binary_mod_multiply(2, 3, 5)
1
>>> binary_mod_multiply(5, 0, 7)
0
>>> binary_mod_multiply(3, 4, 6)
0
>>> binary_mod_multiply(10, 5, 13)
11
>>> binary_mod_multiply(2, 1, 5)
2
>>> binary_mod_multiply(1, 10, 3)
1
"""
res = 0
while b > 0:
if b & 1:
res = ((res % modulus) + (a % modulus)) % modulus
a += a
b >>= 1
return res
if __name__ == "__main__":
import doctest
doctest.testmod()
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