Welcome to 2.2: Change in Linear and Exponential Functions
In the previous chapter, we looked at patterns in sequences (lists of numbers). Now, we are stepping into the world of functions, where we look at how variables change together continuously. Understanding whether a situation is linear or exponential is one of the most important skills in AP Precalculus. It helps us predict everything from how fast a bank account grows to how quickly a medicine leaves the bloodstream.
Don't worry if these terms sound a bit technical! At their heart, linear and exponential functions are just two different ways of "growing" or "shrinking." One uses addition, and the other uses multiplication.
1. Linear Functions: The "Equal Addition" Rule
A function is linear if, for equal changes in the input \(x\), there is a constant change in the output \(y\). We call this constant change the common difference or the rate of change.
Think of it like walking: every step you take adds the exact same distance to your total. If you take 3 steps, you move 3 feet. If you take another 3 steps, you move another 3 feet. This is "additive" growth.
Key Characteristics of Linear Change:
- The Pattern: \(f(x+k) - f(x)\) is always the same value for a fixed interval \(k\).
- The Operation: You are adding (or subtracting) a fixed amount every time.
- The Visual: On a graph, this creates a perfectly straight line.
Quick Example: Imagine a plant that grows exactly 2 inches every week.
Week 1: \(5\) inches
Week 2: \(7\) inches (\(+2\))
Week 3: \(9\) inches (\(+2\))
Because we add the same amount each week, this is a linear function.
2. Exponential Functions: The "Equal Multiplication" Rule
A function is exponential if, for equal changes in the input \(x\), the output \(y\) changes by a constant factor (or a constant ratio). Instead of adding the same amount, we are multiplying by the same amount.
Think of this like a viral video. If one person shows it to two people, and those two show it to two more, the total views aren't just adding up; they are doubling.
Key Characteristics of Exponential Change:
- The Pattern: The ratio \(\frac{f(x+k)}{f(x)}\) is always the same value for a fixed interval \(k\).
- The Operation: You are multiplying by a fixed number (the base) every time.
- The Visual: On a graph, this creates a curve that gets steeper and steeper (growth) or flattens out toward zero (decay).
Quick Example: Imagine a population of bacteria that doubles every hour.
Hour 1: \(100\) bacteria
Hour 2: \(200\) bacteria (\(\times 2\))
Hour 3: \(400\) bacteria (\(\times 2\))
Because we multiply by the same factor each hour, this is an exponential function.
3. Comparing the Two (The "Cheat Sheet")
When you are looking at a table of data on the AP Exam, use this simple test to decide which function type you are seeing:
| Feature | Linear Function | Exponential Function |
|---|---|---|
| Equal intervals of \(x\) lead to... | Constant Differences in \(y\) | Constant Ratios in \(y\) |
| Math Relationship | \(f(x+k) = f(x) + \text{constant}\) | \(f(x+k) = f(x) \cdot \text{constant}\) |
| Key Word | "Per" or "Each" (e.g., \$5 per hour) | "Percent" or "Factor" (e.g., grows by 5%) |
Note: For a refresher on how these relate to sequences, see Chapter 2.1 where we discussed Arithmetic (Linear) and Geometric (Exponential) patterns.
4. Identifying the Pattern: Step-by-Step
If you are given a table of values and asked to identify the function type, follow these steps:
Step 1: Check the \(x\) values
Ensure the \(x\) values are changing by the same amount (e.g., \(x = 1, 2, 3...\) or \(x = 10, 20, 30...\)). If they aren't, you'll need to calculate the "rate" carefully!
Step 2: Test for Linear (Subtraction)
Subtract consecutive \(y\) values: \(y_2 - y_1\), \(y_3 - y_2\), and so on.
If the results are all the same, it is Linear.
Step 3: Test for Exponential (Division)
Divide consecutive \(y\) values: \(\frac{y_2}{y_1}\), \(\frac{y_3}{y_2}\), and so on.
If the results are all the same, it is Exponential.
Common Mistake: Don't just look at the first two numbers! Sometimes the first two might look like they could be either. Always check at least three points to confirm the pattern holds.
5. Why This Matters for the AP Exam
On the AP Precalculus exam, you will often be asked to justify your choice of a model. You cannot just say "it looks like a line." You must use the language of "change."
- Correct Justification for Linear: "The function \(f\) is linear because over equal intervals of \(x\), the output \(f(x)\) changes by a constant amount."
- Correct Justification for Exponential: "The function \(g\) is exponential because over equal intervals of \(x\), the output \(g(x)\) changes by a constant factor."
Did you know? Even if a constant factor is a fraction (like \(1/2\)), it is still exponential! This is often called "exponential decay." For example, if a radioactive substance loses half its mass every year, the ratio is a constant \(0.5\).
Summary Key Takeaway:
To tell the difference between linear and exponential functions, look at how the outputs (\(y\)) change when the inputs (\(x\)) increase by a fixed step. If you add the same number, it’s linear. If you multiply by the same number, it’s exponential.