MathAnalysisCalculusNumerical functions

Exponential function

7 minutes read

You already know quite a lot about numerical functions and their main properties. This time, you will go further and learn one of the most important types of numerical functions — exponential. Exponential functions are widely used in science and help model many real-life processes. You will get a general understanding of these functions, look at their plots and learn their main properties.

Exponential growth

Imagine that you have invested 1$1\$ in a project. The project is very successful and brings 20%20\% of profit to you every day. In other words, your invested money is multiplied by 1.21.2 every day.

Three bags of money

It looks small at the beginning, but with such a scheme in 3030 days you will have more than 237$237\$ on your account! This fast growth is called exponential. You will see it in detail in the following sections.

Exponential function

Let's start with a definition of an exponential function. It is a function of a kind:

f(x)=ax,a>0,a1f(x)=a^x,a>0,a\neq1

Here, aa is a constant number. It is as simple as aa multiplied by itself xx times.

Please notice that exponential functions differ from power functions, where everything is mirrored: the base is an argument, and the power is a constant.

Now let's return to our lucky investment example. Every day the sum is multiplied by 1.21.2, so on day xx we are going to have 1.2x1.2^x dollars available, which makes our account money an exponential function of days:

f(x)=1.2xf(x)=1.2^x

Congratulations, we have our first real (almost) example of exponential functions.

You should also know that when somebody says "exponential function", they often assume a=ea=e. The number e=2.71828e=2.71828\dots is a fundamental mathematical constant that is widely used in science. This number is irrational and has an infinite number of decimal places, so we put an ellipsis at its end. The most popular exponential function is f(x)=exf(x)=e^x, or f(x)=exp(x)f(x)=exp(x).

Domain

Our example does not fully demonstrate an exponential function. Argument xx in our case is the number of days that can't be fractional or negative. However, the domain of exponential functions is R\mathbb{R}, so xx can be anything.

If you struggle with negative powers, there is a way to get more intuition. We know that 22=42^2=4. If we divide it by 22, we will get the previous power:21=222=22^1=\dfrac{2^2}{2}=2Therefore, to get the 00-th power and then negative powers, we need to further divide by 22.

20=212=22=12^0=\dfrac{2^1}{2}=\dfrac{2}{2}=121=202=122^{-1}=\dfrac{2^0}{2}=\dfrac{1}{2}

If we continue, we will get the formula:

ax=1ax,a0a^{-x}=\dfrac{1}{a^x}, a\neq0

Plots

You are now ready to take a look at the plots. It will help you understand exponential functions and their properties better. In the following figure, you see two exponential functions with different bases greater than 11.

Two exponential functions

Notice that both these functions are increasing, and the one with the larger base, f2f_2, grows faster. It is only natural because multiplication by 44 makes the result grow faster than multiplication by 22. The same applies to our investment example: the higher the interest rate in percent, the higher the income.

You should also know that exponential growth is very fast, even for aa's close to 11. One motivational text about being every day a bit better than yesterday shows the following example:

1365=1;1.01365=37.781^{365}=1; 1.01^{365}=37.78

Remember that the base aa can be less than 11. In the following plot, there are two examples of such functions. Look, they are very different!

Another two exponential functions

Here both functions are decreasing, and the one with the smaller base, f4f_4, has a steeper plot. This is normal: since multiplying by a smaller number forces the function value to decrease faster.

You may have noticed that our new figure looks exactly like the previous one, but is vertically mirrored. Let's see why.

(12)x=12x=2x\left(\frac{1}{2}\right)^x=\frac{1}{2^x}=2^{-x} The same also applies for f2f_2 and f4f_4. Thus, function pairs like axa^x and (1a)x\left(\frac1a\right)^x are mirrored about the yy axis.

Properties

Now that you have seen several examples, you can formulate the main properties of exponential functions.

  • An exponential function is strictly increasing if a>1a>1, and strictly decreasing if 0<a<10<a<1.

  • The domain of all exponential functions is R\mathbb{R}.

  • The codomain of all exponential functions is (0,+inf)\left(0,+\inf\right). Indeed, if your base is non-negative, you won't get a non-positive function value, no matter the power.

  • Any exponential function is bounded below and unbounded above.

  • Exponential functions are not symmetrical, thus being neither even nor odd.

Conclusion

In this topic, you've got better intuition behind exponential functions, and now you know that:

  • An exponential function expresses the exponentiation of a non-negative constant aa different from 1 to the power xx, which is an argument.

  • The most popular exponential function is with base ee.

  • Exponential functions vary quite significantly depending on aa: they are strictly decreasing when 0<a<10<a<1 and strictly increasing when a>1a>1.

Additionally, we have learned a couple of insights about negative powers.

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