multiplication.md

Multiplication as a convolution

As a brief aside, we will touch on a rather interesting side topic: the relation between integer multiplication and convolutions As an example, let us consider the following multiplication: $$123 \times 456 = 56088$$.

In this case, we might line up the numbers, like so:

$$ \begin{matrix} &&1&2&3 \\ &\times &4&5&6 \\ \hline 5 & 6 & 0 & 8 & 8 \end{matrix} $$

Here, each column represents another power of 10, such that in the number 123, there is 1 100, 2 10s, and 3 1s. So let us use a similar notation to perform the convolution, by reversing the second set of numbers and moving it to the right, performing an element-wise multiplication at each step:

$$ \begin{matrix} &&&\color{red}1&2&3 \\ \times &6&5&\color{red}4&& \\ \hline \end{matrix}\\ \color{red}{1}\times\color{red}{4} = 4 $$

$$ \begin{matrix} &&&\color{red}1&\color{green}2&3 \\ \times &&6&\color{red}5&\color{green}4& \\ \hline \end{matrix}\\ \color{red}1\times\color{red}5+\color{green}2\times\color{green}4=13 $$

$$ \begin{matrix} &&&\color{red}1&\color{green}2&\color{blue}3 \\ \times &&&\color{red}6&\color{green}5&\color{blue}4 \\ \hline \end{matrix}\\ \color{red}1\times\color{red}6+\color{green}2\times\color{green}5+\color{blue}3\times\color{blue}4=28 $$

$$ \begin{matrix} &&1&\color{green}2&\color{blue}3& \\ \times &&&\color{green}6&\color{blue}5&4 \\ \hline \end{matrix}\\ \color{green}2\times\color{green}6+\color{blue}3\times\color{blue}5=27 $$

$$ \begin{matrix} &1&2&\color{blue}3&& \\ \times &&&\color{blue}6&5&4 \\ \hline \end{matrix}\\ \color{blue}3\times\color{blue}6=18 $$

For these operations, any blank space should be considered a $$0$$. In the end, we will have a new set of numbers:

$$ \begin{matrix} &&1&2&3 \\ &\times &4&5&6 \\ \hline 4 & 13 & 28 & 27 & 18 \end{matrix} $$

Now all that is left is to perform the carrying operation by moving any number in the 10s digit to its left-bound neighbor. For example, the numbers $$[4, 18]=[4+1, 8]=[5,8]$$ or 58. For these numbers,

$$ \begin{matrix} &4 & 13 & 28 & 27 & 18\\ =&4+1 & 3+2 & 8+2 & 7+1 & 8\\ =&5 & 5 & 10 & 8 & 8\\ =&5 & 5+1 & 0 & 8 & 8\\ =&5 & 6 & 0 & 8 & 8 \end{matrix} $$

Which give us $$123\times456=56088$$, the correct answer for integer multiplication. I am not suggesting that we teach elementary school students to learn convolutions, but I do feel this is an interesting fact that most people do not know: integer multiplication can be performed with a convolution.

This will be discussed in further detail when we talk about the Schonhage-Strassen algorithm, which uses this fact to perform multiplications for incredibly large integers.

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The text of this chapter was written by James Schloss and is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License.

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