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Section 3.5 Continuous Growth

Recall that in the previous section we found that with a principal \(P \) and interest rate \(r\text{,}\) if we compound this interest \(n\)-times a year the value, \(A(t)\text{,}\) of the investment after \(t\) years is given by the formula
\begin{equation*} A(t)=P\left(1+\dfrac{r}{n}\right)^{nt}. \end{equation*}
As \(n \) gets large (i.e. as \(n\) approaches infinity) the growth factor in the above formula, \(\left(1+\dfrac{r}{n}\right)^n\text{,}\) approaches \(e^r \) where \(e \approx 2.71828\text{.}\) So, for very large values of \(n\text{,}\)
\begin{equation*} P\left(1+\dfrac{r}{n}\right)^{nt}\approx Pe^{rt}. \end{equation*}
In general, we have the following definition:

Compounded Continuously.

The amount, A(t), accumulated (principal plus interest) in an account bearing interest compounded continuously is
\begin{equation*} A(t) = P(e)^{rt} \end{equation*}
where
\begin{align*} \amp P \amp\amp \text{is the principal invested,}\\ \amp r \amp\amp \text{is the continuous interest rate,}\\ \amp t \amp\amp \text{is the time period, in years}. \end{align*}

Caution 3.27.

In the formula above, \(e\) is not a variable! It is a constant and does not depend on the given information. It will always be approximately \(2.71828\text{.}\)

Subsection 3.5.1 Too Many Rates!

Throughout this chapter we have discussed several different rates which can be very confusing, especially since some of the different names mean the same thing! But remember that the context of the variable \(r\) is what determines its label. Let’s summarize the different labels we have for this \(r\) variable.
Effective interest rate and annual interest rate mean the exact same thing. (These terms exist in finance and business.) If we label this interest rate as \(r\text{,}\) then this would be the \(r \) appearing in the formula
\begin{equation*} A(t)=a(1+r)^t \end{equation*}
for an interest which is compounded once a year (or annually).
Nominal rate is synonymous with stated (or given) rate. This means that in most problems, if you are told a rate then it is nominal. This means that nominal can apply everywhere! If we label this rate as \(r \text{,}\) then this would be the \(r \) appearing in each of the following formulas:
  • \(a(1+r)^t\text{,}\)
  • \(a\left(1+\dfrac{r}{n}\right)^{nt}\text{,}\)
  • \(\displaystyle P(e)^{rt}. \)
Continuous interest rate is the interest rate appearing in the formula for interest which is compounded continuously. In other words, if we label this interest rate as \(r \) then this would be the \(r \) appearing in the formula
\begin{equation*} A(t)=P(e)^{rt}. \end{equation*}
The following example illustrates how to translate between some of these rates.

Example 3.28.

Let’s say you are given a nominal rate of \(5\)% with a principal investment of one dollar. (Note that the principal investment won’t affect our rates.)
  1. If we compounded annually, what is the effective annual interest rate?
  2. If we compounded monthly, what is the effective annual interest rate?
  3. If we compounded continuously, what is the effective annual interest rate?
Solution.
  1. Looking at our compound interest formula
    \begin{equation*} A(t) = P\left(1 + \dfrac{r}{n}\right)^{nt}, \end{equation*}
    we know that we are compounding once a year, so \(n=1\text{,}\) and the nominal rate is \(5\)%, so \(r=0.05\text{.}\) The principal amount is one dollar, so \(P=1\text{.}\) Using this information, we get the formula
    \begin{equation*} A(t) = 1\left(1 + \dfrac{0.05}{1}\right)^{1t}= (1 + 0.05)^{t}. \end{equation*}
    Since the principal value was one dollar, we can omit that from the multiplication. Since we rewrote the formula to be in the form \(A(t)=P(1+r)^{t}\text{,}\) the context has changed to be for annual! So, we can read it from the formula, the effective (or annual) interest rate is \(0.05\) or \(5\)%.
  2. Part a is to demonstrate a relatively simple case, but we can follow the same process to find more complicated scenarios. This time, we compounded monthly and so \(n=12\text{.}\) We get
    \begin{align*} A(t) \amp = 1\left(1 + \dfrac{0.05}{12}\right)^{12t}\\ \amp \approx \left[(1 + 0.0041667)^{\alert{12}}\right]^{t}\\ \amp \approx (1.05116189)^t\\ \amp \approx (1 + 0.05116189)^t \end{align*}
    Since we rewrote the formula to be in the form \(A(t)=P(1+r)^{t}\text{,}\) we can read it from the formula, the effective (or annual) interest rate is about \(5.116189\)%.
  3. This time, we compounded continuously and so we have to use the compounded continuously formula: \(A(t)=P(e)^{rt}\text{.}\) We get
    \begin{align*} A(t) \amp = 1(e)^{0.05t}\\ \amp = (\alert{e^{0.05}})^{t}\\ \amp \approx (1.05127109)^t\\ \amp \approx (1 + 0.05127109)^t \end{align*}
    Since we rewrote the formula to be in the form \(A(t)=P(1+r)^{t}\text{,}\) we can read it from the formula, the effective (or annual) interest rate is about \(5.127109\)%.
You may have noticed that what essentially doing here is finding the growth factor \(b\) of the situation and subtracting by \(1\text{.}\) That is another way to find the effective annual rate, but the above shows you why it works! You’re rewriting the situation to be in the context of annual rates!
NOTE: In the next chapter, you will learn how to go from effective annual rate back to continuous interest rate or other rates!

Exercises 3.5.2 Exercises

1. Equations for Continuous Growth.

a) Identify the following parts of the exponential equation \(P(t)=ae^{kt}\) in the following specific equation: \(P(t)=3(4 e^{0.49 t})^2\text{.}\)
\(a =\)
\(k=\)
b) Use the identified pieces above to write the function \(P(t)=3(4 e^{0.49 t})^2\) in the form \(P(t)=ae^{kt}\text{.}\)
\(P(t) =\)
Hint.
a) We need to simplify the given equation to get it in the form the question asks for. The following exponent rules will be helpful:
\begin{equation*} (a\cdot b)^m=a^m\cdot b^m. \end{equation*}
\begin{equation*} (b^m)^n=b^{m\cdot n}. \end{equation*}
b) We substitute the \(a\) and \(k\) found in part a) into the equation \(P(t)=ae^{kt}\text{.}\)

2. Compound vs. Continuous Growth.

Suppose $10000 is deposited into an account paying interest at a nominal rate of \(2.9 \%\) per year. Find the balance after 9 years if the interest is compounded
a) Monthly
b) Continuously
Hint.
a) Recall the compound interest formula \(A(t) = P \left(1 + \frac{r}{n}\right)^{nt}\text{,}\) where \(P\) is the principal amount invested, \(r\) is the nominal interest rate, \(n\) is the number of times interest is compounded, and \(t\) is the number of years interest is applied.
b) Recall the continuous growth formula \(A(t)=Pe^{rt}\text{,}\) where \(P\) is the principal amount invested, \(r\) is the nominal interest rate, and \(t\) is the number of years interest is applied.
You want to evaluate these equations at \(t=9\) once you’ve filled in the appropriate values.

3. Equations for Growth.

Each function below models the quantity, \(Q(t)\text{,}\) of a substance present after \(t\) years. For each substance, answer the following questions and compare your answers between parts a) and b).
a) \(Q(t)=27 e^{0.3 t}\)
i) What is the quantity at time \(t=0\text{?}\)
ii) Is the quantity increasing or decreasing over time?
iii) What is the effective annual growth or decay rate?
percent per year
iv) Is the exponential equation expressed as continuous growth/decay?
b) \(Q(t)=16.2 (0.41)^t\)
i) What is the quantity at time \(t=0\text{?}\)
ii) Is the quantity increasing or decreasing over time?
iii) What is the effective annual growth or decay rate?
percent per year
iv) Is the exponential equation expressed as continuous growth/decay?
Hint.
a) i) Plug in \(t=0\text{.}\)
ii) Try to find the growth factor or consider what the growth rate is. Recall that if the growth factor is larger than 1, the quantity is increasing. If the growth factor is less than 1, the quantity is decreasing.
Recall that \(b\) is the growth factor in the equation \(y=a(b)^t\text{,}\) so you want to figure out what \(b\) is to determine the growth factor.
In terms of growth rates, positive growth rates indicate increasing, which negative growth rates indicate decreasing.
iii) The effective annual rate can be found by subtracting 1 from the growth factor. Remember to convert this into a percentage before entering it into the answer box.
iv) Recall that \(A(t)=Pe^{rt}\) gives the continuous growth formula.
b) Use a similar process to part a) to answer each of these questions.

4. Calculating Growth.

A population of 3 million is growing exponentially.
a) What is the population 15 years later if the population has:
\(\hspace{5mm}\) i) An annual growth rate of \(11 \%\text{:}\) million
\(\hspace{5mm}\) ii) A continuous growth rate of \(11 \%\) per year: million
b) Which assumption yields a larger population after 15 years?
Hint.
i) Recall the formula for annual growth: \(A(t) = P (1+r)^t\text{,}\) where \(P\) is the principal amount invested and \(r\) is the nominal interest rate.
ii) Recall the formula for continuous growth: \(A(t) = P (e)^{rt}\text{.}\)
For both parts i) and ii), we want to evaluate the equations above at \(t=15\text{.}\)
b) Compare your answers to parts i) and ii).

5. Writing Equations for Continuous Growth.

A population starts at 18600, and grows at a continuous rate of \(4.6 \%\) per year.
a) Find a formula for \(P(t)\text{,}\) the population after \(t\) years.
\(P(t) =\)
b) What is the effective annual growth rate of the population?
percent
c) Why is this larger than \(4.6 \%\text{?}\)
Hint.
a) We are looking for a formula of the form \(P(t) = P (e)^{rt}\text{,}\) where \(P\) is the initial population and \(r\) is the continuous growth rate.
b) Recall the effective growth rate is the growth factor minus 1. You’ll need to find the growth factor in this case (which is not just \(e\)). Remember to convert this to a percentage.
c) Think about compounding interest. Why is the effective growth rate larger for continuous compound when compared with compounding annually?

6. Writing and Evaluating Growth Functions.

Let \(B(t)\) be the number of bacteria cells present in a sample after \(t\) hours, and let \(B(0)=12000\text{.}\)
a) Suppose the growth rate of the bacteria is \(190 \%\) per hour. Find a function for \(B(t)\text{.}\)
\(B(t) =\)
Evaluate at \(t=12\text{.}\)
\(B(12) =\)
b) Suppose the bacteria has a continuous growth rate of \(190 \%\) per hour. Find a function for \(B(t)\text{.}\)
\(B(t) =\)
Evaluate at \(t= 12\text{.}\)
\(B(12) =\)
c) Does the formula in part a) or in part b) have a larger growth factor? What is the growth factor?
  • The formula in a) has a larger growth factor. The growth factor in a) is \(e^{1.9}\text{.}\)
  • The formula in b) has a larger growth factor. The growth factor in b) is \(e^{1.9}\text{.}\)
  • The answer in a) has a larger growth factor. The growth factor in a) is \(2.9\text{.}\)
  • The formula in b) has a larger growth factor. The growth factor in b) is \(e\text{.}\)
Hint.
a) Usually we think about a growth rate as how much a population grows in a year. Here, the question wants us to consider the growth rate as how much the population grows in an hour. So, we can use the same formula for annual growth, where \(t\) is instead in hours instead of years. That is, we use the formula \(B(t) = P (1 + r)^t\text{,}\) where \(B(t)\) is the population of the bacteria after \(t\) hours instead of \(t\) years. \(P\) is the initial population and \(r\) is the growth rate, as usual.
b) As in part a), since this is growth rate for an hour, we use the formula for continuous growth, where \(t\) is instead in hours instead of years. That is, we use the formula \(B(t) = P e^{rt}\text{,}\) where \(B(t)\) is the population of the bacteria after \(t\) hours instead of \(t\) years. Again, \(P\) is the initial population and \(r\) is the growth rate.
For parts a) and b), we want to evaluate the function at \(t=12\) for the second part.
c) Find the growth factors and compare.

7. Writing Equations for Continuous Growth.

In 2000, the number of fixed broadband internet subscribers on Mars was 7.01 million, and was growing at a continuous rate of \(50.09 \%\) per year.
a) Supposing the number of subscribers had continued to increase at this rate, find a formula for \(I(t)\text{,}\) the number of fixed broadband internet subscribers (in millions) on Mars \(t\) years after 2000.
\(I(t) =\)
b) By what effective annual growth rate is the number of subscribers increasing?
percent per year
Hint.
a) We are looking for a formula of the form \(I(t) = P e^{rt}\text{,}\) since growth is continuous. \(P\) is the initial number of subscribers in 2000 and \(r\) is the continuous growth rate.
Note that since the output is in millions of people, you don’t need to indicate millions when writing your formula.
b) The effective annual growth rate is how much the number of subscribers changes given a one year increase in time. Recall, for continuous growth, the growth factor is \(e^r\) and the effective growth rate is given by the growth factor minus 1. Remember to convert to a percentage.

8. Average Rate of Change.

Synthesis Problem Let \(f(x) = e^{x}\text{.}\)
a) Compute the average rate of change of \(f(x)\) on the following intervals:
i) \([0,2]\text{:}\)
ii) \([0.75,1.25]\text{:}\)
iii) \([0.99, 1.01]\text{:}\)
Compare these values to \(e^{1}\) What do you notice?
  • As the interval gets smaller, the average rate of change gets closer to \(e^1\text{.}\)
  • As the interval gets larger, the average rate of change gets closer to \(e^1\text{.}\)
  • As the interval gets smaller, the average rate of change gets farther from \(e^1\text{.}\)
  • As the interval gets smaller, the average rate of change approaches 0.
b) Compute the average rate of change of \(f(x)\) on the following intervals:
i) \([1,3]\text{:}\)
ii) \([1.75,2.25]\text{:}\)
iii) \([1.99, 2.01]\text{:}\)
Compare these values to \(e^{2}\) What do you notice?
  • As the interval gets smaller, the average rate of change gets closer to \(e^2\text{.}\)
  • As the interval gets larger, the average rate of change gets closer to \(e^2\text{.}\)
  • As the interval gets smaller, the average rate of change gets farther from \(e^2\text{.}\)
  • As the interval gets smaller, the average rate of change approaches 0.
c) Make a prediction about the average rate of change of \(f(x)\) at any particular \(x\) value.
  • We predict that as the distance between the right and left endpoints of an interval gets smaller, the average rate of change of \(f(x)\) on that interval will approach \(e^x\) for any \(x\) value.
  • We predict that as the distance between the right and left endpoints of an interval gets larger, the average rate of change of \(f(x)\) on that interval will approach \(e^x\) for any \(x\) value.
  • We predict that as the distance between \(e^1\) and \(f(x)\) gets larger, the average rate of change of \(f(x)\) will approach 0 for any \(x\) value.
  • We predict that as \(f(x)\) approaches 0, the average rate of change of \(f(x)\) on any interval will approach 0 for any \(x\) value near 0.
Hint.
a) Recall the average rate of change formula for a function \(f(x)\) on the interval \([a,b]\) is given by
\begin{equation*} \frac{f(b)-f(a)}{b-a}. \end{equation*}
Use this to calculate the average rate of change on each interval given.
b) Use the same process as in part a).
c) Look at the trend in part a) and b).