Applications of exponentials and logarithms
Population, money, temperature, pressure or radioactive substances: anything that grows or decays by a fixed proportion in each period is modelled with an exponential. The work consists of translating the statement into a formula, finding the parameter from one piece of data and solving for the time with logarithms. In the IB exam it is one of the most repeated problem types in both papers.
The two usual models
The two models are the same, because , that is, . Depending on whether the statement gives you the factor or the rate, use one or the other.
Percentages. If a quantity grows by in each period, the factor is ; if it decreases by , it is . For example, a decrease of per year corresponds to . Conversely, from you can find the percentage: (negative if it decreases).
Models with a limiting value
Sometimes the quantity does not go to or to infinity, but approaches a fixed value. This is the case of an object that cools down to room temperature, or of a population that levels off. The model is
where is the limiting value (the horizontal asymptote ), is the initial value, and measures how fast the limit is reached. It is the shifted exponential from the previous section.
Finding the parameter and solving for time
The figure shows the graphical meaning of step 4: solving means finding where the curve meets the horizontal line .
Worked examples
A mobile phone that loses value
The value, in euros, of a mobile phone years after it was bought is modelled by .
a) What was its purchase price?
b) What percentage of its value does it lose each year? Answer with a number (percentage).
c) Find its value after three years. Give the exact result as a fraction of euros.
d) What is the smallest whole number of years for which its value is less than euros?
Solution
a) euros.
b) The factor is : it loses each year.
c) euros, about euros.
d) Solve , that is, . With the equality,
Since the function decreases, and the value is less than for . The smallest whole number is . Check: and .
A substance that decays
The mass , in grams, of a radioactive sample after days is given by , with . Its half-life (the time it takes for the mass to be reduced to half) is days.
a) Find the exact value of .
b) Find the mass remaining after days, in exact form.
c) How many days does it take for grams to remain?
Solution
a) After days half the mass remains: . Then and . Taking logarithms, , so
b) grams.
c) Solve : , so and
Check by thinking in half-lives: from to grams there are four halvings (), that is, days.
A cup of coffee cooling down
The temperature , in degrees Celsius, of a cup of coffee minutes after it is served is modelled by , with and positive constants. When it is served it is at , and after minutes it is at .
a) Find the value of .
b) Find the exact value of .
c) How many minutes pass until the temperature drops to ? Give the exact value.
d) Calculate the temperature after minutes (exact value) and interpret the number in the model.
Solution
a) At : , so .
b) At : , hence . Taking logarithms, and
c) Solve : , so and
d) Since ,
The number is the limiting value: the horizontal asymptote , the room temperature, which the coffee tends to as .
In the exam: make the step "isolate the exponential" clear before taking logarithms, because that step earns a mark. With the value of a power (), use the one already calculated to avoid rounding errors, and always write the units.
Common mistakes
Summary
- Models: (factor ) or (rate ). Growth of : ; decay of : .
- Model with a limiting value: , with horizontal asymptote .
- The parameter is found by substituting one piece of data; the time is found by isolating the exponential and taking logarithms ( or ).
- In Paper 2, the GDC solves by intersecting graphs; in Paper 1 the exact expression is given.
- Always interpret the parameters with their units and watch the rounding of whole numbers.
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