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Euler's Number (e) Explained: The Hidden Constant in Your Bank Account

Financial Toolset Team5 min read

How Euler's number e connects compound interest, calculus, and exponential growth

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What is Euler's Number?

Euler's number, denoted as e, is one of the most important constants in mathematics. Its value is approximately 2.71828182845904523536... and, like pi, it continues infinitely without repeating.

But what makes this seemingly random number so special? Unlike pi, which relates to circles, e emerges naturally from questions about growth and change. It appears in everything from your savings account to radioactive decay, from population growth to the spread of diseases.

The Compound Interest Origin Story

The discovery of e began with a practical question about money. In the late 17th century, Swiss mathematician Jacob Bernoulli was studying compound interest when he stumbled upon something remarkable.

Imagine you deposit $1 in a bank that offers 100% annual interest. If the bank compounds once per year, you'd have $2 at year's end. But what if they compound more frequently?

Compounding FrequencyFormulaResult
Annually (n=1)(1 + 1/1)^1$2.00
Semi-annually (n=2)(1 + 1/2)^2$2.25
Quarterly (n=4)(1 + 1/4)^4$2.44
Monthly (n=12)(1 + 1/12)^12$2.61
Daily (n=365)(1 + 1/365)^365$2.71
Continuously (n→∞)lim(1 + 1/n)^ne ≈ 2.718

Bernoulli discovered that no matter how frequently you compound, the result never exceeds a certain limit: e.

The Magic Formula: Continuous Compounding

This leads us to one of the most elegant limits in mathematics:

e = lim(n→∞) (1 + 1/n)^n

This formula captures the essence of continuous growth. When interest compounds continuously, the formula for your investment becomes:

A = P × e^(rt)

Where:

This is why e shows up in every financial calculator that deals with continuous compounding. It's not an arbitrary choice—it's the natural constant that emerges from the mathematics of growth itself.

Taylor Series: Why e Converges So Beautifully

One of the most remarkable properties of e is its Taylor series expansion:

e^x = 1 + x + x²/2! + x³/3! + x⁴/4! + ...

When x = 1, this gives us:

e = 1 + 1 + 1/2 + 1/6 + 1/24 + 1/120 + ...

This series converges incredibly fast. Just the first 10 terms give you accuracy to 7 decimal places. This rapid convergence isn't coincidental—it's because the factorial in each denominator grows so quickly that later terms become vanishingly small.

The Taylor series also reveals why e is special among exponential bases: the derivative of e^x equals e^x. No other exponential function has this property. This makes e the natural choice for modeling systems where the rate of change is proportional to the current value.

Euler's Identity: The Most Beautiful Equation

In 1748, Leonhard Euler (after whom the constant is named) discovered what many mathematicians consider the most beautiful equation in all of mathematics:

e^(iπ) + 1 = 0

This single equation connects five fundamental mathematical constants:

  • e (Euler's number)
  • i (the imaginary unit, √-1)
  • π (pi, the ratio of circumference to diameter)
  • 1 (the multiplicative identity)
  • 0 (the additive identity)

It also uses three basic operations: addition, multiplication, and exponentiation. The fact that these seemingly unrelated numbers combine so elegantly suggests deep connections in the mathematical universe.

Real-World Applications

Beyond compound interest, e appears throughout science and engineering:

Radioactive Decay

The amount of a radioactive substance remaining after time t follows:

N(t) = N₀ × e^(-λt)

where λ is the decay constant.

Population Growth

Unrestricted population growth follows:

P(t) = P₀ × e^(rt)

This is why epidemiologists use exponential models during disease outbreaks.

Loan Interest

Your credit card's continuous interest calculation uses e. If you carry a balance, the interest accumulated is:

Interest = Principal × (e^(rt) - 1)

Probability and Statistics

The normal distribution (bell curve) that appears everywhere in statistics contains e:

f(x) = (1/√(2π)) × e^(-x²/2)

Signal Processing

Electrical engineers use e in analyzing alternating current circuits and signal processing through Euler's formula:

e^(ix) = cos(x) + i×sin(x)

Try It Yourself

Understanding e isn't just theoretical—it has practical implications for your finances. Try our Euler Calculator to:

  • Calculate e to any precision
  • See how continuous compounding affects your investments
  • Explore the Taylor series convergence
  • Visualize exponential growth and decay

For compound interest calculations, check out our Compound Interest Calculator to see how different compounding frequencies affect your savings over time.

Key Takeaways

  1. e ≈ 2.71828 is nature's growth constant
  2. It emerges from the limit of compound interest: lim(1 + 1/n)^n
  3. The Taylor series for e converges rapidly, making calculations practical
  4. Euler's identity (e^(iπ) + 1 = 0) connects fundamental mathematical constants
  5. Applications range from finance to physics to engineering

The next time you check your savings account or hear about exponential growth, remember: you're seeing Euler's number at work, the hidden constant that governs how things grow in our universe.

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