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MATHEMATICAL BEAUTY

The Number e

A number that appears naturally when things grow continuously. It connects compound interest, exponential growth and calculus in one remarkably elegant idea.

01 - THE ORIGIN

The number that appears from compounding

Imagine investing EUR 1 at 100% interest for one year. If the interest is added once, you end up with EUR 2. But what happens if we compound the interest more frequently?

(1 + 1 / n)n e
1 time per year
n
1
Result
2.000000
e
2.718282
Difference
0.718282
EUR 1 × (1 + 1/n)n → e = 2.718281828...

As the number of compounding periods increases, the result gets closer and closer to e. Even though the number never quite reaches e for a finite value of n, the limit is exactly e.

02 - CONTINUOUS COMPOUNDING

From discrete to continuous growth

The same idea can be extended beyond one year. With continuous compounding, growth is described by the exponential function.

A(t) = A0ert
Continuous growth: A(t) = A0ert

Here A0 is the starting amount, r is the growth rate and t is time. The curve is smooth because the growth is occurring continuously rather than in separate steps.

03 - EXPONENTIAL GROWTH

Why is ex so special?

There are many exponential functions. But e has a remarkable property that no other base shares in exactly the same way.

d/dx [ ex ] = ex

The derivative tells us the instantaneous rate at which a function is changing. For ex, the rate of change is always exactly equal to the value of the function.

x = 0.00
x
0.000
e^x
1.000
Derivative
1.000
The remarkable result
At every point on the curve, the slope of ex is exactly the height of the curve itself.

Why this matters

The number e appears whenever growth is proportional to the amount already present. That makes it fundamental to finance, population growth, physics, probability and many other areas of mathematics.

In finance, continuous compounding provides a natural mathematical model for growth over time. In calculus, e is the unique exponential base whose derivative is itself.

These are not two unrelated coincidences. They are different manifestations of the same underlying mathematical structure.

e = 2.718281828459045...
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