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Exponential and logarithmic functions in depth

The product, quotient and power rules for logarithms, solving exponential and logarithmic equations with a domain check, and modelling growth, decay, cooling and logarithmic scales.

Paper packet. Every task here also exists on screen, where it is checked automatically; answers written on paper are not assessed by Nydus. When you are back at a device, enter your answers there.

1. What you will learn

In this lesson logarithms stop being a definition and become a tool. You learn the three rules that turn a product into a sum and a power into a multiplier, use change of base to compute a logarithm your calculator has no key for, and solve equations by collapsing to one logarithm and rewriting it as a power — always checking the answers, because a logarithm refuses a negative argument and rearranging invents roots. Then you point the same machinery at the world: continuous growth, half-lives, doubling times, Newton's cooling and the logarithmic scales that measure acidity and sound.

2. What you bring to this

You can already solve $2^x = 32$ by recognising $32 = 2^5$, and you know that $\log_b x$ is the exponent you must put on $b$ to get $x$. You can solve a quadratic by factoring. This lesson does two things with those: it gives you the three rules that let you combine logarithms before solving, and it makes you check the answers, because a logarithm refuses some of them.

3. Words you will need

Logarithm: $\log_b x = k$ means $b^k = x$. The base $b$ is positive and not $1$.

Common logarithm, written $\log x$: base $10$.

Natural logarithm, written $\ln x$: base $e \approx 2.718$.

Argument: the thing inside the logarithm. It must be strictly positive.

Change of base: rewriting $\log_b N$ as a ratio of logarithms in a base your calculator has.

Extraneous root: a value that solves the equation you rearranged to but not the one you were given.

4. The three rules, and the domain

Every rule for logarithms is a rule for exponents read backwards. Product: $\log_b(xy) = \log_b x + \log_b y$. Quotient: $\log_b\frac{x}{y} = \log_b x - \log_b y$. Power: $\log_b x^p = p\log_b x$. Together they let you turn any product of powers into a sum, so $\log(1000x^2) = 3 + 2\log x$. Change of base lets you compute one you have no key for: $\log_b N = \frac{\log N}{\log b}$, so $\log_2 9 = \frac{\log 9}{\log 2}$. To solve, get to one logarithm on one side and then rewrite it as a power: $\log_3 x + \log_3(x-2) = 1$ becomes $x(x-2) = 3^1$, giving $x = 3$ or $x = -1$. Finally, and always: check the domain. Every argument must be strictly positive, so $x = -1$ is thrown away and only $x = 3$ survives. The domain of $y = \log(x - 3)$ is $x > 3$ for the same reason.

Change of base needs the logarithm of a few small numbers, and these are the ones this lesson draws on:

$n$$\log_{10} n$
$2$$0.3010$
$3$$0.4771$
$5$$0.6990$
$6$$0.7782$
$7$$0.8451$
$11$$1.0414$
$12$$1.0792$
$15$$1.1761$

Everything else follows from the rules: $\log_{10} 4 = 2\log_{10} 2$, $\log_{10} 20 = 1 + \log_{10} 2$, and $\log_{10} 5 = 1 - \log_{10} 2$.

Another way: picture

The graph of $y = \log x$: it climbs steeply out of the bottom of the page just to the right of $x = 0$, crosses the axis at $(1, 0)$, and then flattens — never reaching the left of $x = 0$ at all, which is the domain restriction drawn.

Another way: steps

  1. Use the product, quotient and power rules until one logarithm is alone.
  2. Rewrite that logarithm as a power to clear it.
  3. Solve the equation that is left.
  4. Put every root back into the original equation and discard any that asks a logarithm for a number that is not positive.

5. Three things that trip people up

"$\log(a + b) = \log a + \log b$." No. Addition inside has no rule at all; it is multiplication inside that becomes addition outside: $\log(ab) = \log a + \log b$.

"$\frac{\log 8}{\log 2} = \log 4$." No — dividing two logarithms is change of base, not the quotient rule. $\frac{\log 8}{\log 2} = \log_2 8 = 3$, while $\log 4 \approx 0.602$.

"Every root of the rearranged equation is a solution." Combining logarithms can invent roots. $\log_3 x + \log_3(x - 2) = 1$ becomes $x^2 - 2x - 3 = 0$ with roots $3$ and $-1$, and $-1$ is not a solution: $\log_3(-1)$ does not exist.

6. Solve $\log_2 x + \log_2(x - 2) = 3$

  1. Product rule: $\log_2\big(x(x-2)\big) = 3$.

    One logarithm, alone on the left.

  2. Rewrite as a power: $x(x - 2) = 2^3 = 8$, so $x^2 - 2x - 8 = 0$ and $(x - 4)(x + 2) = 0$.

  3. The roots are $4$ and $-2$; $\log_2(-2)$ does not exist, so the solution is $x = 4$.

    Always check the domain.

7. Find $\log_2 5$ from $\log_{10} 2 = 0.3010$ and $\log_{10} 5 = 0.6990$

  1. Change of base with the new base on the bottom: $\log_2 5 = \frac{\log_{10} 5}{\log_{10} 2}$.

  2. $\frac{0.6990}{0.3010} \approx 2.322$. Sanity check: $2^2 = 4$ and $2^3 = 8$, so the answer had to be between $2$ and $3$.

8. Your turn: the domain of $y = \log(5 - x)$

  1. The argument must be positive: $5 - x > 0$.

  2. Your turn: work this step out. Its working is at the end of the packet.

    So $x < 5$: the domain is $(-\infty, 5)$, open at $5$.

9. Guided practice

Solve $\log_{5} x = 2$.

x = answer.

10. Guided practice

Solve $4^{\,x + 3} = 65536$.

x = answer.

11. Practice

Solve $\log_{2} x + \log_{2}(x - 15) = 4$.

The admissible solution is x = answer.

12. Practice

Using $\log_{10} 11 = 1.0414$ and $\log_{10} 6 = 0.7782$, find $\log_{11} 6$ to three decimal places.

The logarithm is approximately answer.

13. What you bring to this

You have met percentage growth and compound interest, and you have just learned the three rules for logarithms and how to solve with them. What is new here is not a technique but a habit: reading a real situation, deciding it is exponential, and naming which letter in $Ae^{rt}$ each given number is.

14. Words you will need

Continuous growth: $A(t) = Pe^{rt}$, with $P$ the starting amount and $r$ the rate per unit time written as a decimal.

Half-life: the time in which half of a decaying quantity is left.

Doubling time: the time in which a growing quantity doubles.

Newton's law of cooling: $T = T_{\text{room}} + (T_0 - T_{\text{room}})e^{-kt}$.

Logarithmic scale: one where equal steps mean equal factors — pH, decibels, the Richter scale.

Semi-log plot: $\log y$ against $x$; an exponential model plots as a straight line.

15. Naming the letters in a model

One shape covers most of it: $A(t) = A_0 e^{rt}$, where $A_0$ is the value at $t = 0$ and $r$ is the continuous rate — positive for growth, negative for decay. A population growing at $5\%$ a year is $A_0e^{0.05t}$, so after $10$ years it is $A_0e^{0.5}$. Half-life is the same idea counted in halvings: $N = N_0\left(\tfrac{1}{2}\right)^{t/h}$, so from $100$ mg to $25$ mg is two halvings and takes $2h$. Doubling time is what you get by solving $e^{rt} = 2$, namely $t = \frac{\ln 2}{r}$, which is why a rate of $0.07$ doubles in about ten years. Cooling adds a floor: $T = 20 + 60e^{-kt}$ starts at $80^\circ$ and settles at $20^\circ$, the temperature of the room. And a logarithmic scale turns multiplication into addition: pH is $-\log_{10}[\mathrm{H}^+]$, so ten times the acid is one unit lower. Whenever data plotted as $\log y$ against $x$ falls on a line, the underlying model is exponential.

Another way: picture

Two axes side by side with the same decay data: on the left, $N$ against $t$ curving down towards but never touching the axis; on the right, $\log N$ against $t$, the same data as a perfectly straight downward line.

Another way: steps

  1. Decide what is growing or decaying, and what its value is at $t = 0$.
  2. Write $A_0e^{rt}$, or the halving form if you are given a half-life.
  3. Put in the numbers you know and leave one letter unknown.
  4. If the unknown is in the exponent, take a logarithm; otherwise substitute and evaluate.

16. Three things that trip people up

"$5\%$ means $r = 5$." It means $r = 0.05$. A rate in $Pe^{rt}$ is always a decimal, and forgetting that inflates the answer by a factor of $e^{95}$ or so.

"Two half-lives means none is left." Two half-lives leave a quarter. Halving repeatedly never reaches zero, which is exactly why decay is exponential and not linear.

"A bigger pH is more acidic." The other way round: pH is minus a logarithm, so more hydrogen ions give a smaller number. Every logarithmic scale has this trap somewhere — check which way the sign runs before you answer.

17. A sample decays as $N = 100\left(\tfrac{1}{2}\right)^{t/8}$ mg. When is $25$ mg left?

  1. From $100$ to $25$ is two halvings: $100 \to 50 \to 25$.

    Count halvings rather than reaching for a logarithm.

  2. Each halving takes the half-life, $8$ years, so $t = 16$ years.

18. How long does $e^{0.07t}$ take to double?

  1. Doubling means $e^{0.07t} = 2$, so $0.07t = \ln 2$.

    Take the natural logarithm of both sides.

  2. $t = \frac{\ln 2}{0.07} \approx \frac{0.693}{0.07} \approx 9.9$ years. The doubling time does not depend on where you started.

19. Your turn: a culture of $500$ cells grows continuously at $8\%$ an hour. Write its size after $t$ hours.

  1. The starting amount is $A_0 = 500$ and the rate as a decimal is $r = 0.08$.

  2. Your turn: work this step out. Its working is at the end of the packet.

    So $A(t) = 500e^{0.08t}$, and after $10$ hours that is $500e^{0.8}$.

20. Guided practice

An investment grows continuously at $5\%$ a year, so its value is $Pe^{rt}$. After $5$ years the value is $Pe^{k}$. What is $k$?

The exponent k is answer.

21. Guided practice

A sample of $144$ mg decays with a half-life of $5$ years. After how many years is $9$ mg left?

The elapsed time is answer years.

22. Practice

A drink cools by Newton's law: $T = 29 + 48e^{-kt}$ degrees after $t$ minutes. What was its temperature when it was poured?

The initial temperature was answer degrees.

23. Practice

A solution has $[\mathrm{H}^+] = 10^{-9}$, so its pH is $9$. A second solution is $100$ times more acidic. What is its pH?

The second solution has pH answer.

24. Somewhere new

Sound level in decibels is $L = 10\log_{10}(I/I_0)$. One machine measures $60$ dB. A second identical machine is switched on beside it, doubling the intensity $I$. What does the meter now read?

25. Lesson test

Lesson test: one question per skill, one attempt each, no hints. Your answers are checked when you submit.

26. Test question

Give the domain of $y = \log(x - 4)$ as an interval.

This task has no paper form; do it on a device.

27. Test question

A biologist plots $\log_{10} y$ against $x$ and the points fall on a straight line. What kind of model does $y$ follow?

28. What you can do now

You can use the logarithm rules to solve equations and build exponential models. Without looking: which of $\log(a+b)$ and $\log(ab)$ has a rule, and why must you check every root of a logarithmic equation before you answer?

Working for the steps left to you

8. Your turn: the domain of $y = \log(5 - x)$, step 2

19. Your turn: a culture of $500$ cells grows continuously at $8\%$ an hour. Write its size after $t$ hours., step 2