Limits & Continuity

The concept that makes calculus possible — understanding what happens as we approach, not just arrive.

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

The Intuition Behind Limits

A limit describes the value that a function approaches as its input approaches a particular value. We don't care what happens at the point — only what happens near it.

lim (x→c) f(x) = L
"As x gets closer and closer to c, f(x) gets closer and closer to L"

Example: lim (x→2) (x² − 4)/(x − 2)

Direct substitution gives 0/0 (indeterminate!)

Factor: (x−2)(x+2)/(x−2) = x + 2 (for x ≠ 2)

lim (x→2) (x + 2) = 4

The function isn't defined at x = 2, but the limit exists. This is the key insight of calculus.

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

Computing Limits

1. Direct Substitution

If f is continuous at c (no holes, jumps, or asymptotes), then lim(x→c) f(x) = f(c). All polynomials are continuous everywhere, so you can always plug in directly.

2. Algebraic Simplification

Factor, cancel, rationalize — use factoring techniques to eliminate the 0/0 form.

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

3. L'Hôpital's Rule (Preview)

If lim f(x)/g(x) gives 0/0 or ∞/∞, then lim f(x)/g(x) = lim f'(x)/g'(x). This requires derivatives, covered in the next lesson.

4. Squeeze Theorem

If g(x) ≤ f(x) ≤ h(x) near c, and lim g(x) = lim h(x) = L, then lim f(x) = L.

Famous Example: lim (x→0) sin(x)/x = 1

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

This cannot be proved by algebra alone — it requires the Squeeze Theorem with geometric arguments from the unit circle. This limit is the foundation of all of trigonometric calculus.

One-Sided Limits

Sometimes the limit depends on which direction you approach from:

lim (x→c⁺) f(x) = limit from the right
lim (x→c⁻) f(x) = limit from the left

The two-sided limit exists only if both one-sided limits exist and are equal. One-sided limits are essential for understanding piecewise functions and step functions in probability.

Limits at Infinity

What happens to f(x) as x → ∞? This determines the end behavior of functions and the existence of horizontal asymptotes.

Key results:
lim (x→∞) 1/xⁿ = 0   (for n > 0)
lim (x→∞) eˣ = ∞
lim (x→∞) e⁻ˣ = 0
lim (x→∞) ln(x) = ∞ (but grows slower than any positive power of x)

For rational functions P(x)/Q(x), compare the degrees of P and Q — a technique from polynomial analysis. This idea extends to improper integrals and probability distributions.

Continuity

A function f is continuous at x = c if three conditions hold:

  1. f(c) is defined
  2. lim (x→c) f(x) exists
  3. lim (x→c) f(x) = f(c)
  4. 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

The Intermediate Value Theorem (IVT)

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

If f is continuous on [a, b] and N is between f(a) and f(b), then there exists some c in (a, b) where f(c) = N. This guarantees that equations have solutions and is used in numerical methods for differential equations.

Continuity connects deeply to topology in geometry. A continuous function is one that "preserves nearness" — nearby inputs map to nearby outputs. This intuition leads to coordinate geometry and abstract topology.

The Epsilon-Delta Definition (Advanced)

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

The rigorous definition of a limit, formalized by Weierstrass in the 19th century:

lim (x→c) f(x) = L means:
For every ε > 0, there exists δ > 0 such that
if 0 < |x − c| < δ, then |f(x) − L| < ε

In plain English: no matter how small a tolerance ε you demand for the output, I can find a tolerance δ for the input that guarantees the output is within ε of L.

This definition doesn't use the word "approach" — it's purely about inequalities and existence of numbers. This level of rigor resolved centuries of confusion about infinitesimals and made calculus logically watertight. It's a beautiful example of how number theory and analysis interact with calculus.