Consider a perfect meter stick. It is perfect in the sense that it measures to infinite precision, (and not just to millimeter precision). This will be our model of a constant base numeral system, (decimal, to be precise.)
No matter which subunit you pick off the stick, you will always find it subdivided into exactly 10 finer subunits.
Now let's consider a slightly more messy example. Consider a perfect yard stick. This will be our model for a mixed-base numeral system.
It is no longer the case that any subunit we pick off the stick will be subdivided into the same number of subunits. Feet are divided differently than inches, and inches are divided differently than yards.
Now consider the following case of an eccentric scientist. This will be our model for an as yet unnamed type of non-positional numeral system.
A scientist on a beach has a wooden pole 1 yard in length. They plan on using the pole to measure sea level. The scientist cuts notches into the pole as follows.
In this example, like units are not divided in the same way. One foot was divided 12 ways, while another foot was divided 10 ways. Having these kind of arbitrary divisions in a numeral system destroys the notion of place value, so we can no longer call it positional.
This last example represents the highest level of generalization we will be considering in this topic. A rigorous, axiomatic description of these numeral systems will be provided.
Before we can talk about Markov Bases, we must first go back and examine how numbers are represented in each of the previous systems. Each measurement can be represented by a sequence of digits. For example,
Our third system broke the concept of place value, but we can still use digits to describe measurements. For example,
In a Markov base, each subunit reads the last few digits of it's address and feeds them into a function that determines how many finer subunits it will split into.
In this example, each subunit divides itself into a number of finer subunits equal to the last digit of its address plus 2.
For example,
In this topic, we will examine the properties of numeral systems like this, as well as Markov bases in general.
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