The mathematical constant e is one of the most important numbers in all of mathematics. But where does it come from? And why is it important?



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While graphing the equation y=ex, you’ll find the slope of that curve at any given point is also ex, and the area under the curve from negative infinity up to x is also ex. Euler’s constant is the only number in all of mathematics that can be plugged into the equation y=nx for which this pattern is true.

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Who Discovered Euler"s Constant?


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The story of e is a bit convoluted and includes the contributions of three mathematicians: John Napier, Jacob Bernoulli, and Leonard Euler. For the long version, check out this piece in Cantor’s Paradise, a Medium publication focused on math. For the short version, read on.

In the 17th century, Napier, a Scottish mathematician, physicist, and astronomer, began looking for a simpler way to multiply very large numbers. Specifically, he wanted to find a shortcut for exponents. While Napier didn’t discover the number e, he did come up with a list of logarithms that he unknowingly calculated with the constant. He published his work, Mirifici Logarithmorum Canonis Descriptio, in 1614.


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It would be about another 70 years before this list of logarithms became associated with exponents. In 1683, Swiss mathematician Jacob Bernoulli discovered the constant e while solving a financial problem related to compound interest. He saw that across more and more compounding intervals, his sequence approached a limit (the force of interest). Bernoulli wrote down this limit, as n keeps growing, as e.


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Finally, in 1731, Swiss mathematician Leonhard Euler gave the number e its name after proving it’s irrational by expanding it into a convergent infinite series of factorials.

Use Euler’s Constant to Calculate Compounding Interest


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Because e is related to exponential relationships, the number is useful in situations that show constant growth.

One common example, which Bernoulli explored, is related to compound interest—the interest you pay on a loan when you include both the initial principal (the amount of the loan) and accumulated interest over previous periods in the calculation. It’s why you can make a minimum payment on your credit card every month, yet never pay it off in full.

Suppose you put some money in the bank, and the bank compounds that money annually at a rate of 100 percent. After one year, you’d have twice the amount you invested.


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Now suppose the bank compounds the interest every 6 months, but only offers half the interest rate, or 50 percent. In this case, you’d end up with 2.25 times your initial investment after one year.

Let’s keep going. Suppose the bank offered 8.3 percent (1/12 of 100 percent) interest compounded every month, or 1.9 percent (1/52 of 100 percent) interest compounded every week. In that case, you’d make 2.61 and 2.69 times your investment.

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Let’s write an equation for this. If we make n equal to the number of times that interest is compounded, then the interest rate is the reciprocal, or 1/n. The equation for how much money you’d make in a year is (1+1/n)n. For example, if your interest is compounded five times per year, you’d make (1+⅕)5 = (1+0.2)5 = (1.2)5 = 2.49 times your initial investment.


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To calculate compound interest, use the equation: A = P(1 + r/n)^n, where A = the final amount, P = the initial principal balance, r is the interest rate, n is the number of times that interest is applied in a given time period, and t is the number of time periods elapsed.

So what happens if n gets really big? Say, infinity big? This is the question Bernoulli was trying to answer, but it took 50 years for Euler to come along and solve it. It turns out the answer is the irrational number e, which is about 2.71828….

What Else Can You Do with Euler’s Constant?

Euler’s constant isn’t just helpful in finance. Some other common use cases include:

☐ Probability theory: If you play a game of roulette, and you bet on a single number, the probability you’d lose every game, across the span of 37 games, is about 1/e.