A Math Museum interactive exhibit
e

The Number That Connects Everything

Follow one remarkable number through history, calculation, growth, calculus, engineering, physics, and the complex plane.

Room One

A Number Discovered Over Centuries

Euler's number was not invented in a single moment. It slowly emerged as people searched for faster calculations, studied interest, and tried to describe continuous change.

1614

John Napier publishes logarithms

Logarithms give astronomers and navigators a practical way to turn difficult multiplication into easier addition.

1620s

Logarithmic scales become physical tools

Edmund Gunter and William Oughtred help turn logarithms into the sliding scales that become the slide rule.

1683

Jacob Bernoulli studies compound interest

He notices that compounding more and more often approaches a fixed value near 2.71828.

1730s

Leonhard Euler reveals its deeper role

Euler adopts the symbol e and shows that the same number belongs naturally to growth, calculus, infinite series, and complex numbers.

Today

A constant woven through science

Euler's number appears in probability, circuits, heat transfer, motion, population growth, quantum physics, and countless other systems.

Room Two

Before Calculators, Multiplication Was Expensive

Astronomers, navigators, engineers, and merchants repeated long calculations by hand. A method that could replace multiplication with addition could save hours of work—and reduce costly mistakes.

347 × 982

Now imagine doing thousands of calculations like this without a calculator.

Room Three

Turning Multiplication Into Addition

A logarithm table pairs each ordinary number with a second number—its logarithm. To multiply, people looked up two logarithms, added them, then used the same table in reverse to recover the answer.

A Small Table of Common Logarithms

A version you can do without a table

Some numbers are already easy to recognize as powers. Since \(32=2^5\) and \(64=2^6\), multiplying them becomes \(2^{5+6}=2^{11}=2048\). A logarithm table applies that same exponent shortcut to less convenient numbers.

Room Four

A Number Hiding in Interest

Imagine investing one dollar at 100% interest for one year. The more often the interest is added, the more the balance grows—but the year's total rate must still remain 100%.

Keeping the comparison fair

We want every example to promise the same total yearly rate: 100%. The only thing we change is how often that year's interest is placed into the account.

So one payment adds 100%, two payments add 50% each, and four payments add 25% each. Leaving every payment at 100% would quietly increase the total yearly rate, so it would no longer be the same investment.

The pattern

\[\left(1+\frac{1}{n}\right)^n\]

The number \(n\) tells us both how many payments occur and how small each payment becomes.

Payments
Interest each time
One dollar becomes
What the investment becomesThe value it approaches: \(e\)
Room Five

Euler Gives the Number a Name

e

A number first noticed in repeated growth became the natural language of continuous change.

Leonhard Euler did not discover every piece of the story himself, but he connected the pieces, developed the mathematics around them, and gave the constant the symbol we still use today.

Room Six

Can a Curve Match Its Own Slope?

In calculus, the slope at one exact point is called a derivative. It is shown by the straight line that just touches the curve there.

What makes \(e^x\) extraordinary: wherever you look on its curve, its height and its slope are the same. No other exponential base does this perfectly.
The curve The slope at this point The point being measured
Height of the curve
Slope here
Difference

Room Seven

Building \(e^x\) Piece by Piece

A Taylor series builds a complicated curve from simple pieces. Begin with a flat line, then add one piece at a time. Each new piece makes the white curve look more like the true curve of \(e^x\).

\[ e^x=1+x+\frac{x^2}{2!}+\frac{x^3}{3!}+\frac{x^4}{4!}+\cdots \]

The exclamation mark means factorial. For example, \(4!=4\times3\times2\times1=24\). Calculators use approximation ideas like this to turn functions into arithmetic they can actually compute.

The true curve \(e^x\) The curve built from the pieces so far
Room Eight

When Exponential Growth Becomes Rotation

The same series from the previous room changes character when the imaginary number \(i\) enters the exponent. Instead of simply growing, it begins to move around a circle.

Euler's formula
\[e^{i\theta}=\cos\theta+i\sin\theta\]

One equation connects exponentials, circles, sine, cosine, and complex numbers.

How the connection appears

1
Start with the same Taylor series.

Replace \(x\) with \(i\theta\). The equation still has the same pieces, but now those pieces contain powers of \(i\).

\[e^{i\theta}=1+i\theta+\frac{(i\theta)^2}{2!}+\frac{(i\theta)^3}{3!}+\cdots\]
2
Powers of \(i\) repeat in a cycle.

They move through \(i,-1,-i,1\), then repeat. That naturally divides the series into ordinary real pieces and imaginary pieces.

3
Two familiar patterns appear.

The real pieces match the series for cosine. The imaginary pieces match the series for sine.

\[ \underbrace{\left(1-\frac{\theta^2}{2!}+\frac{\theta^4}{4!}-\cdots\right)}_{\cos\theta} +i\underbrace{\left(\theta-\frac{\theta^3}{3!}+\frac{\theta^5}{5!}-\cdots\right)}_{\sin\theta} \]

Now watch it move

Cosine controls the horizontal position. Sine controls the vertical position. Together they place the glowing point on a circle.

Horizontal: \(\cos\theta\) Vertical: \(\sin\theta\) The complete number \(e^{i\theta}\)
Euler's identity
\(e^{i\pi}+1=0\)

At half a turn, the point reaches \(-1\). Adding \(1\) leaves zero, joining five of mathematics' most important symbols in a single line.

Room Nine

The Language of Change

Whenever the speed of change depends on how much is already present, \(e\) tends to appear. Choose a real system and adjust one plain-language control to see how its behavior changes.

Final Room

Everything Returns to e

e

Some numbers describe quantities.
e describes change.