maths.binary_multiplication¶
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
Functions¶
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Calculate (a * b) % c using binary multiplication and modular arithmetic. |
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Multiply 'a' and 'b' using bitwise multiplication. |
Module Contents¶
- maths.binary_multiplication.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
- maths.binary_multiplication.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