Year 11 Maths Advanced Module 4 ~35 min Lesson 4 of 15

Exponential Modelling and Equations

In 1949, Willard Libby developed a technique that revolutionised archaeology: by measuring the carbon-14 remaining in ancient organic material, he could determine its age with remarkable precision. The mathematics behind this technique is exponential decay โ€” a process that also models radioactive half-life, drug elimination, and depreciation.

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Think First

A student makes two errors:

  • "$2^3 = 6$ because 2 times 3 is 6."
  • "$\log_2(8) = 4$ because $2 \times 4 = 8$."

Both statements are wrong. Identify the error in each, explain what the correct answer is, and describe the fundamental misunderstanding that leads to these mistakes.

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Formula Reference โ€” This Lesson

Solving exponentials
$a^x = b \Rightarrow x = \log_a(b) = \frac{\ln b}{\ln a}$
General model
$A = A_0 \cdot e^{kt}$ where $k > 0$ is growth, $k < 0$ is decay
Half-life / doubling
$t_{1/2} = \frac{\ln 2}{|k|}$ $t_{\text{double}} = \frac{\ln 2}{k}$ (for growth)
Key insight: Taking the logarithm of both sides is the key technique for solving exponential equations. It converts the exponent into a multiplier.
Know

Key Facts

  • $a^x = b \Rightarrow x = \log_a(b)$
  • Half-life and doubling time formulas
  • The general exponential model $A = A_0 e^{kt}$
Understand

Concepts

  • How logarithms solve exponential equations
  • The meaning of $k$ in growth and decay models
  • Why half-life is constant regardless of initial amount
Can Do

Skills

  • Solve exponential equations using logs
  • Find half-life and doubling time
  • Set up and solve exponential models in context
01Solving Exponential Equations

Solving Exponential Equations

The fundamental technique for solving exponential equations is to take the logarithm of both sides. This uses the key property of logarithms:

$$\log_a(a^x) = x$$

This says that logarithms "undo" exponentials. If $a^x = b$, then taking $\log_a$ of both sides gives:

$$x = \log_a(b) = \frac{\ln b}{\ln a}$$

The change of base formula ($\log_a b = \frac{\ln b}{\ln a}$) lets us calculate any log using the natural log key on a calculator.

Example: Solve $5^x = 100$

$$5^x = 100$$
$$\ln(5^x) = \ln(100)$$
$$x \cdot \ln 5 = \ln 100$$
$$x = \frac{\ln 100}{\ln 5} \approx \frac{4.605}{1.609} \approx 2.861$$

02Exponential Modelling

Exponential Growth and Decay Models

The general model for continuous exponential change is:

$$A(t) = A_0 \cdot e^{kt}$$

where $A_0$ is the initial amount, $k$ is the rate constant, and $t$ is time.

  • Growth: $k > 0$. The amount increases over time.
  • Decay: $k < 0$. The amount decreases over time.

Half-Life

The half-life is the time for the amount to halve. Setting $A(t) = \frac{1}{2}A_0$:

$$\frac{1}{2}A_0 = A_0 \cdot e^{kt_{1/2}}$$
$$\frac{1}{2} = e^{kt_{1/2}}$$
$$\ln(\frac{1}{2}) = kt_{1/2}$$
$$t_{1/2} = \frac{\ln(1/2)}{k} = \frac{-\ln 2}{k} = \frac{\ln 2}{|k|}$$

Notice that half-life depends only on $k$, not on $A_0$. This is why carbon-14 dating works: every 5,730 years, half the carbon-14 decays, regardless of how much you started with.

Real-World Anchor Carbon-14 Dating. Living organisms maintain a constant ratio of carbon-14 to carbon-12. When they die, carbon-14 decays exponentially with a half-life of 5,730 years. By measuring the remaining carbon-14, archaeologists can date organic material up to about 50,000 years old. Willard Libby won the 1960 Nobel Prize in Chemistry for this technique, which has dated everything from the Dead Sea Scrolls to ร–tzi the Iceman.
Worked Example

GIVEN

A sample of wood has 25% of its original carbon-14 remaining. The half-life of carbon-14 is 5,730 years.

FIND

The age of the sample.

METHOD

A = A_0 ยท e^(kt)
At t = 5730: A = 0.5ยทA_0
0.5 = e^(5730k)
k = ln(0.5)/5730 โ‰ˆ -0.000121

Now 0.25 = e^(kt)
t = ln(0.25)/k = ln(0.25)/(-0.000121)
t โ‰ˆ 11,460 years

ANSWER

Approximately 11,460 years (two half-lives)

Try It Now

โ–ผ

A substance decays from 80g to 20g in 30 days. Find the half-life.

Answer:

20 = 80ยทe^(30k) โ‡’ e^(30k) = 0.25 โ‡’ 30k = ln(0.25) โ‡’ k = -0.0462. Half-life = ln(2)/0.0462 โ‰ˆ 15 days.

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Solving

$a^x = b \Rightarrow x = \frac{\ln b}{\ln a}$

Growth model

$A = A_0 e^{kt}$ ($k > 0$)

Decay model

$A = A_0 e^{kt}$ ($k < 0$)

Half-life

$t_{1/2} = \frac{\ln 2}{|k|}$

AActivities

Activities

Activity 1 โ€” Calculate and Interpret

  1. Solve $2^x = 32$ (exact answer).
  2. Solve $3^{x+1} = 81$ (exact answer).
  3. Solve $5^x = 100$ to 3 decimal places.

Activity 2 โ€” Analyse and Connect

A population of rabbits grows from 200 to 800 in 6 months.

  1. Find the growth rate $k$ assuming $P = P_0 e^{kt}$.
  2. Predict the population after 1 year.
  3. Find the doubling time.
Revisit Your Initial Thinking

The errors were: (1) $2^3 = 8$, not 6 โ€” exponentiation means repeated multiplication, not multiplication of base and exponent. (2) $\log_2(8) = 3$, not 4 โ€” logarithms answer "what power?", not "what times?" The fundamental misunderstanding is treating exponentiation and logarithms as multiplication rather than understanding their true definitions.

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MC

Multiple Choice

5 random questions from a replayable lesson bank โ€” feedback shown immediately

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Extended Questions

ApplyBand 4

8. Solve the following equations: (a) $2^x = 32$ (exact) (b) $3^{x+1} = 81$ (exact) (c) $5^x = 100$ (to 3 decimal places). 3 MARKS

Answer in your workbook
ApplyBand 4

9. A population of rabbits grows from 200 to 800 in 6 months. (a) Find $k$ assuming $P = P_0 e^{kt}$. (b) Predict the population after 1 year. (c) Find the doubling time. 3 MARKS

Answer in your workbook
EvaluateBand 6

10. A student argues that since carbon-14 dating assumes exponential decay, it cannot be accurate because "nothing in nature is perfectly exponential." Evaluate this claim, explaining both the strengths and limitations of the exponential decay model in radiometric dating. 3 MARKS

Answer in your workbook

Comprehensive Answers

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Activity 1 โ€” Model Answers

1. $2^x = 32 = 2^5 \Rightarrow x = 5$.

2. $3^{x+1} = 81 = 3^4 \Rightarrow x+1 = 4 \Rightarrow x = 3$.

3. $x = \frac{\ln 100}{\ln 5} \approx \frac{4.605}{1.609} \approx 2.861$.

Activity 2 โ€” Model Answers

1. $800 = 200e^{6k} \Rightarrow e^{6k} = 4 \Rightarrow 6k = \ln 4 \Rightarrow k = \frac{\ln 4}{6} \approx 0.231$ per month.

2. $P(12) = 200e^{0.231 \times 12} = 200e^{2.773} \approx 200 \times 16 = 3,200$ rabbits.

3. $t_{\text{double}} = \frac{\ln 2}{0.231} \approx 3$ months.

Short Answer Model Answers

Q8 (3 marks): (a) $x = 5$ [1]. (b) $x + 1 = 4 \Rightarrow x = 3$ [1]. (c) $x = \frac{\ln 100}{\ln 5} \approx 2.861$ [1].

Q9 (3 marks): (a) $k = \frac{\ln 4}{6} \approx 0.231$ [1]. (b) $P(12) = 200e^{12k} = 200 \times 16 = 3,200$ [1]. (c) $t_{\text{double}} = \frac{\ln 2}{k} = \frac{6\ln 2}{\ln 4} = 3$ months [1].

Q10 (3 marks): The student's claim has some validity โ€” real processes involve noise, environmental variation, and measurement error [1]. However, radioactive decay is one of the most precisely exponential processes in nature because it arises from quantum mechanical probabilities that are constant for a given isotope. The limitations are: contamination, sample size, and the assumption of closed systems. Despite these, carbon-14 dating achieves accuracies within 1โ€“2% and has been independently validated against tree-ring chronologies and historical records [1]. The exponential model is not perfect, but it is sufficiently accurate for its intended applications โ€” which is the hallmark of a good scientific model [1].

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Science Jump

Jump Through Exponential Models!

Climb platforms using your knowledge of exponential equations, half-life, and growth models. Pool: lesson 4.

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