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106 lessons

Essential Calculus for ML

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Essential Calculus for ML · 106 lessons

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Reading limits from graphs

Reading limits at holes and closed dots

Explanation

To read limxaf(x)\lim\limits_{x \to a} f(x) from a graph, we ignore whatever is drawn at the point x=ax = a and trace the curve inward from both sides. If both sides close in on the same height LL, that height is the limit. A graph marks what the function does at aa itself with a small open or closed dot.

Open and closed dots at x=ax = a

Definition

  • An open dot at (a,y)(a, y) means ff does not take the value yy there - the curve has a hole.
  • A closed dot at (a,y)(a, y) means f(a)=yf(a) = y.

Any dot at x=ax = a, open or closed, records only the value f(a)f(a). It has no bearing on the limit, which is defined entirely by the curve's behaviour from each side. This lets us read three situations cleanly, with the limit equal to LL in each:

  1. An open dot at (a,L)(a, L) leaves f(a)f(a) undefined, while the limit is still LL.
  2. A closed dot at some other height fixes f(a)f(a) at that height, while the limit is still LL.
  3. A closed dot lying on the curve gives f(a)=Lf(a) = L, so limxaf(x)=f(a)\lim\limits_{x \to a} f(x) = f(a).

Use the interactive diagram below to see an example of each case.

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x
Each button shows the same curve approaching a height of 4 as x nears 2, with a different marking at the point x=2.
Drag the red point x towards 2 from either side. The tracked point stays on the curve and closes in on the height it approaches.
Hole: limx2f(x)=4, but f(2) is undefined.

Practice questions

4 questions

The graph of a function ff near x=3x = 3 is shown below.

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What is limx3f(x)\lim\limits_{x \to 3} f(x)?

Select the correct answer:

+ 3 more questions

Recognising when a limit doesn't exist

Explanation

A limit exists only when the curve closes in on the same finite height from both sides. When that fails, the limit does not exist. On a graph, three patterns cause this: a jump, where the two sides settle on different heights; an unbounded curve, which runs off without limit; and oscillation, where the curve wobbles faster and faster without ever settling.

As we've seen, a hole is not one of these patterns. If the curve has a visible gap at x=ax = a, but both sides still close in on the same height, the limit exists. A limit fails only when the curve's trend breaks, not when a single point is missing.

11.522.533.544.55
Each button shows a graph where the limit fails to exist. Switch between them to see the three ways it can happen.
Jump: the curve settles on a different height from the left than from the right, so it never closes in on one. limx1f(x) does not exist.

Practice questions

4 questions

The graph of ff near x=2x = 2 is shown below.

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What can we say about limx2f(x)\lim\limits_{x \to 2} f(x)?

Select the correct answer:

+ 3 more questions