冰芹的 Notes

Limits

创建于 2026-04-18T12:55:48

Limits

Limits formalize the idea of “approaching” a value.

$$ \lim_{x \to a} f(x)=L $$

Evaluating Limits

  1. Determinate form: Direct Substitution
  2. Indeterminate form ($\frac{0}{0}$) (denominator=0): Needs cancellation (factoring or conjugates)
Sandwich Theorem (Squeeze Theorem)
If $g(x) \leq f(x) \leq h(x)$ and $\lim_{x \to c} g(x) = \lim_{x \to c} h(x) = L$, then $$ \lim_{x \to c} f(x) = L $$

Practice of Squeeze Theorem

(a)小问 有三角函数,就找三角函数范围,然后用squeeze theorem image-1768751979302.webp

Left Hand & Right Hand Limits

Left Hand Limit

$$ \lim_{ x \to 0 ^-} f(x) $$

Right Hand Limit

$$ \lim_{ x \to 0 ^-} f(x) $$

Limits and Continuity

DEF'N
f is continuous at $x_{0}$ means $$\lim_{ x \to x_{0} }f(x)=f(x_{0})$$

从上面这个定义中,我们可以证明出这个理论:

DIFF->CTS THEOREM
if f is differentiable at $x_{0}$, then f is continuous at $x_{0}$.
$$ 证明过程: \begin{align} 如果\lim_{ x \to x_{0} }f(x)-f(x_{0})=0那么f就是continous的 \\ 咱们巧妙的给它上下同乘(x-x_{0})\\ =\lim_{ x \to x_{0} } \frac{f(x)-f(x_{0})}{x-x_{0}}(x-x_{0}) \\ =f'(x_{0})\times 0 \\ 所以只要f'(x_{0})是存在的那这个式子就等于0 \\ 也就是continuous的 \\ \end{align} $$
Types of Discontinuity
- **Removable Discontinuity**: - Limit from left & right are equal. - **Jump Discontinuity**: - Limit from left + right exists but are not equal - So it does not have an overall limit - **Infinite Discontinuity**: - function grows unbounded - **Oscillating Discontinuity** - Oscillation image-1768714728186.webp
Limit (Overall Limit) do not exist on
1. Jump discontinuity 2. Infinite Discontinuity 3. Oscillating Discontinuity

Limit Laws

  • Sum: $\lim_{x \to c} (f(x)+g(x)) = L+M$
  • Difference: $\lim_{x \to c} (f(x)-g(x)) = L-M$
  • Constant Multiple: $\lim_{x \to c} (k f(x)) = kL$
  • Product: $\lim_{x \to c} (f(x)g(x)) = LM$
  • Quotient: $\lim_{x \to c} \frac{f(x)}{g(x)} = \frac{L}{M}, \, M \neq 0$
  • Power: $\lim_{x \to c} [f(x)]^n = L^n$
  • Root: $\lim_{x \to c} \sqrt[n]{f(x)} = \sqrt[n]{L}$

The Precise Definition of a Limit

为什么要一个精确的定义?因为“极限接近”这样的模糊定义不足够用于数学证明。

Precise Definition of a Limit (Epsilon–Delta DEFN)
概念:不管你给个多小的y范围($\epsilon$),我都能给出一个x范围($\delta$),里面随便取一个x,对应的f(x)都在这个范围里面 for every $\epsilon>0$,there exists a $\delta>0$ such that $$ \begin{align} |f(x)-L|<\epsilon,0<|x-c|<\delta \\ \\ \end{align} $$

Practice of Epsilon-Delta DEFN

eg1
(b)小问 image-1768751979302.webp
eg2
image-1768754469799.webp

Some more examples: Lecture 2.pdf

REFERENCE

MIT Limit 3B1B Epsilon Delta Explained