IVT, Continuity, Squeeze Theorem, and Sin x / x Limit Notes

IVT and Continuity: Core Ideas

  • Intermediate Value Theorem (IVT): If a function f is continuous on a closed interval [a,b] and y is any value between f(a) and f(b) (i.e., min{f(a),f(b)} ≤ y ≤ max{f(a),f(b)}), then there exists c ∈ [a,b] such that f(c) = y.
  • Special case for roots: If f(a) and f(b) have opposite signs (f(a)·f(b) ≤ 0) and f is continuous on [a,b], then there exists c ∈ [a,b] with f(c) = 0.
  • Practical use: To show there is a root in an interval, first verify continuity on the interval; then check a sign change (or that the target value lies between f(a) and f(b)).

Example 1: f(x) = 2 tan(x) on a given interval

  • Typical problem setup: Given a function f and an interval [a,b], use IVT to show existence of a root.
  • Key requirement: The function must be continuous on [a,b].
  • Issue in this example: The function f(x) = 2 tan(x) is not continuous on any interval that includes a vertical asymptote of tan(x) (where cos(x) = 0, i.e., x = π/2 + kπ).
  • Conclusion from the transcript: It is false to claim that IVT can guarantee at least one root in this case because continuity on the entire interval fails.
  • Takeaway: IVT cannot be applied to non-continuous functions on the interval; always check continuity first.

Example 2: f(x) = cos(2x) and locating a root via IVT

  • The idea discussed: To use IVT, you often look for a sign change or ensure a target value lies between f(a) and f(b).
  • If you try to assert a "gap" between f(a) and f(b) and pick a y-value that does not lie between them, IVT cannot guarantee a root.
  • Extension: The discussion also touches the Extreme Value Property: on a closed interval, a continuous function attains an absolute maximum and minimum (Extreme/Absolute Value Theorem).
  • Important contrast: If the function were not continuous, the function might fail to have a maximum or minimum on the interval.
  • Reminder from the transcript: In trig contexts, select radian measure; sin and cos are continuous everywhere, which supports straightforward limit computations via substitution.

Continuity reminders for trigonometric functions and limits

  • Sine and cosine are continuous everywhere on the real line.
  • In trig limits, use radian measure for angles.
  • Direct substitution for continuous functions:


    • ext{If } f ext{ is continuous at } c, ext{ then } \ \
      \,\lim_{x\to c} f(x) = f(c).
  • Example substitutions (from the transcript):
    • \lim_{x\to 0} \sin x = \sin(0) = 0.
    • \lim_{x\to 0} \cos x = \cos(0) = 1.
  • The transcript emphasizes that sin and cos are periodic; for sine and cosine, specific properties are recalled:
    • Sine is odd: (\sin(-x) = -\sin(x)).
    • Cosine is even: (\cos(-x) = \cos(x)).
    • Periodicity: (\sin(x+2\pi) = \sin x), (\cos(x+2\pi) = \cos x).
  • A common mental model used in the lecture: when reasoning about limits near a point c, consider values of functions f, g, h that bracket g(x) and use a limit argument when the outer functions have the same limit (Squeeze Theorem).

Squeeze Theorem (Sandwich Theorem)

  • Setup: Three functions f(x), g(x), h(x) with f(x) ≤ g(x) ≤ h(x) near c (for x near c, excluding c maybe).
  • If
    \lim{x\to c} f(x) = \lim{x\to c} h(x) = L,
    then
    \lim_{x\to c} g(x) = L.
  • The transcript’s analogy uses three characters (Alex, Cecilia, Cameron) to illustrate the idea: if two outer limits converge to the same L, the middle one is squeezed to L as well.

The classic limit: (\lim_{x\to 0} \dfrac{\sin x}{x} )

  • Target: Evaluate \lim_{x\to 0} \frac{\sin x}{x}.

  • The straightforward substitution yields a 0/0 indeterminate form. The transcript notes to avoid just plugging in or using algebraic tricks like factoring or conjugates.

  • Standard approach (as per the transcript’s teaching): use the Squeeze Theorem with trigonometric inequalities rather than algebraic manipulations.

  • Key trig inequality (for x near 0, in radians):

    • For x > 0:
      \cos x \le \frac{\sin x}{x} \le 1.
      This comes from the classic unit circle geometry:

    • In the standard derivation one uses (\sin x \le x \le \tan x) for x in (0, π/2).

    • Dividing by x sin x (positive in this range) yields:

      1 \le \frac{x}{\sin x} \le \frac{1}{\cos x} \Rightarrow \cos x \le \frac{\sin x}{x} \le 1.

    • For x < 0: the same inequality holds by symmetry (cos is even, sin is odd).

  • Limits of the bounding functions as x → 0:

    • (\lim_{x\to 0} \cos x = 1)
    • The upper bound is constantly 1, so its limit is 1.
  • By the Squeeze Theorem, since
    \cos x \le \frac{\sin x}{x} \le 1
    and both bounds tend to 1 as x → 0, we obtain:
    \lim_{x\to 0} \frac{\sin x}{x} = 1.

  • Note: The transcript mentions the preference for avoiding factoring or conjugate techniques in this particular discussion; the inequality/Squeeze approach is the highlighted method.

  • Result: \displaystyle \lim_{x \to 0} \frac{\sin x}{x} = 1.

Practical implications and recap

  • IVT prerequisites recap:
    • f must be continuous on the interval [a,b].
    • The target value y must lie between f(a) and f(b) (or f(a) and f(b) must have opposite signs for a root).
  • Continuity and extreme values:
    • On a closed interval [a,b], a continuous function attains a maximum and a minimum (Extreme/Maximum Value Theorem).
    • If a function is not continuous on [a,b], it may fail to have a maximum or minimum.
  • Trig limits and radians:
    • Trig limits rely on radian measure; all small-angle limit arguments are grounded in radians.
  • Key takeaways from the transcript's examples:
    • Do not apply IVT if continuity is violated on the interval.
    • Use the Squeeze Theorem to evaluate limits that yield indeterminate forms like 0/0, via bounding inequalities.
    • For basic trig limits like sin x and cos x at 0, direct substitution works because of continuity: sin 0 = 0 and cos 0 = 1.
  • Quick reference formulas:
    • IVT (general): If f is continuous on [a,b] and y is between f(a) and f(b), ∃ c ∈ [a,b] s.t. f(c) = y.
    • For a root: if f(a)·f(b) ≤ 0, ∃ c ∈ [a,b] with f(c) = 0.
    • Squeeze Theorem (informal): If f(x) ≤ g(x) ≤ h(x) and lim f = lim h = L, then lim g = L.
    • Limit of sin x / x as x → 0: \lim_{x\to 0} \frac{\sin x}{x} = 1.