In our previous article, on category theory, we uncovered the key concepts of multi-sets, relative sets, and indexed sets and explored their significance in algorithmic trading. Now, in this follow-up, we introduce the concept of monoids. Monoids form an essential foundation in mathematics and computer science, providing a structured approach to modeling operations on sets of elements. more...