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Rates of change and limits

The honest bridge from precalculus graphs into calculus — still in everyday language.

You already use average rate of change: kilometers per hour on a trip, points per game across a season, degrees per hour as a room warms. Limits ask a more delicate question: what are the outputs doing as we get near this input? Together they prepare the idea of an instantaneous rate (a derivative) without requiring full calculus notation yet.

Average rate of change

Between two inputs x₁ and x₂:

average rate = (f(x₂) − f(x₁)) / (x₂ − x₁)

In words: change in output divided by change in input. On a graph, that number is the slope of the secant line joining the two points.

(x₁, f(x₁)) (x₂, f(x₂)) secant slope = average rate
The dashed secant’s slope is exactly the average rate between those two times or inputs.

Linear case. If f(x) = 4x, the average rate between any two points is 4. The secant is the line itself. For curves, the average rate depends on which pair of points you pick.

What a limit is trying to say

A limit asks: as x moves closer and closer to some value a, do the outputs f(x) settle toward a particular number L?

We write that idea as “the limit of f(x) as x approaches a is L.” You do not need the formal epsilon definition to use the idea on graphs and rational expressions in precalculus.

x → a y → L Open circle: maybe not defined at a — limit can still be L
Outputs approach height L even if the function has a hole at x = a.

A classic algebraic example

Consider f(x) = 2x / x for x ≠ 0. Algebra simplifies this to 2 wherever it is defined. As x approaches 0, the outputs stay at 2. The limit is 2, even though you must not divide by zero at x = 0.

Common trap: “Plug in x = a” only works when f is continuous there. Limits are about nearby behavior. A hole, jump, or vertical asymptote changes the story.

How this leads toward calculus

If you shrink the secant interval so x₂ gets closer to x₁, the average rate often approaches a single number: the instantaneous rate at that point. That limiting slope is the derivative. Precalculus builds fluency with averages and “approaching”; calculus names the limit of those averages.

Practice in the lab

AP → Rates & Limits Intro: trip speeds, secant rates, and approaching a value.

Open Hyper-Scale Lab

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