January 4, 2020

Beyond Calculus

In math there are a few, select, magical constants that transverse ** all **branches. These constants, steadily discovered throughout our collective history, provide the numerical infrastructure to our everyday lives; like chemical elements in the periodic table, special constants in math are foundational. To name a few, we have zero (0), circular-darling pi (~3.142), squre-root of negative one (i) & of course, the exponential king,

The focus of this piece, as accurately articulated by the title, is a deep dive into “Euler’s number,” also known as “Napier’s number” or more commonly, simply ** e**. For the uninitiated, the number

Just like every number can be considered a scaled version of 1 (the base unit) & every circle can be considered a scaled version of the unit circle (radius 1), **every rate of growth can be considered a scaled version of e** (unit growth, perfectly compounded). E is the base rate of growth shared by

Below, we’re going to visit the three individuals that contributed to its discovery: John Napier, Jacob Bernoulli & Leonard Euler.

The first step to the discovery of ** e **begins with one Scottish-polymath: John Napier. Far more comfortable inventing than theorizing, Napier’s contribution stems not from hardcore pure mathematics, but more so from a practical need: a computational shortcut when multiplying very large figures.

A common issue of his time, astronomers repeatedly observed potential new discoveries, yet they were plagued with interminably-large calculations which led to inaccuracy or abandonment of progress altogether. Like multiplication is a shortcut for addition & exponents are a shortcut for multiplication, Napier sought the ** next** computational shortcut: a shortcut for exponents.

The basic idea of what logarithms were to achieve is straightforward: to replace the wearisome task of *multiplying* two numbers by the simpler task of *adding* together two other numbers. To each number, there was to be associated another, which Napier called at first an ‘artificial number’ & later a ‘logarithm’ (a term which he coined from Greek words), with the property that from the sum of two such logarithms the result of multiplying the two original numbers could be recovered.

Napier’s original discussion of logarithms appears in his *Mirifici Logarithmorum Canonis Descriptio* (published in 1614). Unlike the logarithms used today, Napier’s original logarithms are to base 1/e & involve a constant (10⁷). Napier defined his logarithms as a ratio of two distances in a geometric form, as opposed to the current definition of logarithms as exponents. While not the logarithm we use today, we’ll cover how Napier derived it below.

Napier’s discovery began with a thought experiment. He imagined two equal masses, such as particles, traveling along two parallel lines; however, the first line travels to infinity, while the second line has some fixed length (x). Now, let’s further imagine these two particles start from the same position & with the same velocity. The first particle, on the infinite-length line, continuously covers the exact same distance over any given time period; the second particle on the fixed-length line, however, changes velocity based on the distance *remaining. *In other words, the more distance the second particle traveled, the less length remaining & therefore the more the particle sped up.

Following this though experiment, Napier observed the following: at any given moment, the distance remaining on the second (finite) line was represented by sine& the distance already covered on the first (infinite) line was represented *by the *** logarithm of** the sine. As a result, when the sines

Following an example outlined by the MAA, we can visualize this relationship:

*𝐴𝐶*=log*𝑛𝑎𝑝*(*𝛾𝜔*) where *𝛾𝜔 *= Sin*𝜃*1

*𝐴𝐷 *= log*𝑛𝑎𝑝*(*𝛿𝜔*) where *𝛿𝜔 *= Sin*𝜃*2

More generally: *𝑥*=Sin(*𝜃*) *& 𝑦*=log*𝑛𝑎𝑝*(*𝑥*)

To summarize & highlight the relationship, Napier created a table with numerical entries. He organized the table by computing the sine and corresponding logarithm of each minute of arc increment for the arc 𝜃. This resulted in the first column of Table 1 containing values calculated using this method (again from the MAA example):

The first column of values in the table corresponds to the sines of the minutes of arcs listed in the third column, with their corresponding logarithms placed in the second middle column. These same table values can also be found in the first six rows of the table below, as per Napier’s original work.

To complete his renowned logarithm tables, Napier calculated nearly ** ten million** entries, from which he carefully selected the appropriate values. Historical records indicate that Napier dedicated at least twenty years to the cumulative creation of the following tables:

Again, it’s worth repeating that Napier’s original presentation of logarithms differed markedly from that generally adopted later. Mainly, most practitioners who had laborious computations generally did them in the context of ** trigonometry**. Therefore, as well as developing the logarithmic relation, Napier set it in a trigonometric context so it would be even more relevant — it’s connection to exponential growth, wouldn’t happen for a couple of decades.

Still, the fact remains that few mathematical inventions burst on the world so unexpectedly as Napier’s logarithms. Although various disparate strands — the idea of doing multiplication via addition, the idea of comparing arithmetic & geometric progressions, the use of the concept of motion — had all been floated at some stage, the enthusiasm with which Napier’s work was received makes it clear both that this was perceived as a novel invention & that it fulfilled a pressing need. Again though the possibility of defining logarithms as exponents, wouldn’t be recognized until Bernoulli & Euler came along.

Appropriately enough, Jacob Bernoulli’s contribution to the discovery of ** e **kicked off with a financial curiosity. At first a thought experiment, he pondered how compounding growth at alternating time periods, but with the same rate, changes the principal output. This next series of examples all use the standard annual growth formula:

Bernoulli’s logic is elementary to follow — imagine an example bank account A, that starts with $1.00 & pays 100% interest per year (yes this rate is unrealistic but it provides us with simple math). The principle value at the end of the year is simple: **$2.00 **((1+(1/1))¹. But now, instead of compounding *once *for the full 100%, let’s compound *twice* (semi-annually) with *50%* growth each period — the final figure is now a higher **$2.25 **((1+(.5))²)**. **How about if we compound three times with 33.33% growth? The yielding principle is an even higher **$2.37 **(((1+(.33))³). And finally, what if we calculated the final principle with quarterly compounding? We’d receive **$2.44** (((1+(.25))⁴ )at year’s end.

As Bernoulli (& hopefully you) noticed, increasing the frequency of compounding periods, yet leaving the rate of growth as equal, increases our output principle; however, ** the output principle is increasing at a decreasing rate.** For example, compounding semi-annually led to a

This hint at convergence on long-enough timeline clues us into the fact that we’re dealing with an infinite series, so we turn to our handy-calculus tool of finding limits. As Bernoulli himself pondered, what happens to our principle when we compound at ever-faster frequencies — say if we compounded weekly ($2.69) or even daily ($2.72)? It’s obvious that compounding more frequently results in more money in the bank, so it is natural to ask what happens when interest is compounding at every instant in time (that is, continuously)?

Using n as the number of compounding intervals, with interest of 100% in each interval, Bernoulli set up a limit function that Euler would pick up a few ~40 years afterward:

Bernoulli is credited with writing ** e** down for the first time, as he did indeed manually approach the value of

Shockingly, Leonard Euler had very little to do with the number ** e **outside of attaching its memorable namesake. His one, true, technical contribution came from proving that

His second contribution, the core reason the constant bears his initial, is simply because he famously used the constant in a letter to a colleague & historically declared it as ** e.** It’s now a happy coincidence that “e” is the first letter in exponential, however, the jury is still out on whether he purposefully named it after himself. The truth may be even more prosaic: Euler was using the letter a in some of his other mathematical work, and e was the next vowel.

Whatever the reason, the notation ** e** made its first appearance in a letter Euler wrote to Goldbach in 1731. He made various discoveries regarding

Like π, ** e** is derivable, yet it maintains its mystical appeal. Take a moment to really grasp the above — if we graph the equation y=e^x we find that:

**The slope of that curve at any given point is also e^x****The area under the curve from negative infinity up to x is***also*e^x

E & the function of e^x is the ** only** constant in all of mathematics in which the two points above hold

Significant Figures: The Lives & Work of Great Mathematicians

Euler Through Time: A New Look At Old Themes

Leonhard Euler: Mathematical Genius In The Enlightenment