postgraduate-prep/mistakes/math/极限.md

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## 错题记录
### 题目 01
$$\lim_{n \to \infty} \left( \frac{4}{\pi} \arctan \frac{n}{n+1} \right)^n = \, ?$$
### 错误原因
实际上应该转换为$\frac{0}{0}$ 型极限处理, 在处理题目的时候没能正确认识到
### 正确答案
$$\lim_{n \to \infty} \left( \frac{4}{\pi} \arctan \frac{n}{n+1} \right)^n = e^{-\frac{2}{\pi}}$$
**解法**
$$
\begin{aligned}
\lim_{n \to \infty} \left( \frac{4}{\pi} \arctan \frac{n}{n+1} \right)^n
&= \lim_{n \to \infty}
\exp\left(
n \ln\left(\frac{4}{\pi} \arctan \frac{n}{n+1}\right)
\right) \newline
&\overset{t=\frac{1}{n}}{=}
\lim_{t \to 0}
\exp\left(
\frac{\ln\left(\frac{4}{\pi} \arctan \frac{1}{1+t}\right)}{t}
\right) \newline
&\overset{\text{L'Hospital}}{=} \lim_{t \to 0}
\exp\left(
\frac{1}{\frac{4}{\pi} \arctan \frac{1}{1+t}}
\cdot \frac{4}{\pi} \frac{1}{1 + (\frac{1}{1 + t})^2}
\cdot - \frac{1}{(1 + t)^2}
\right) \newline
&= e^{-\frac{2}{\pi}}
\end{aligned}
$$
故极限为 $e^{-\frac{2}{\pi}}$ 。
### 知识点
- $\frac{0}{0}$ 型极限处理方法
- 指数型极限处理方法
### 题目 02
设 $ f(x) $ 在 $ x_0 $ 处可导,且 $ x_n = \sin\frac{1}{n} + \frac{1}{n^2} $。求极限
$$
\lim_{n \to \infty} \frac{f(x_0 + \frac{1}{n}) - f(x_0 - x_n)}{\sin\frac{1}{n}}.
$$
### 错误原因
没有意识到等价无穷小替换的问题
### 正确答案
$$
\lim_{n \to \infty} \frac{f(x_0 + \frac{1}{n}) - f(x_0 - x_n)}{\sin\frac{1}{n}} = 2f'(x_0).
$$
**解法**
因为 $f(x)$ 在 $x_0$ 处可导,利用泰勒展开:
$$
\begin{aligned}
f(x_0 + \tfrac{1}{n}) &= f(x_0) + f'(x_0) \cdot \tfrac{1}{n} + o\left(\tfrac{1}{n}\right), \\
f(x_0 - x_n) &= f(x_0) - f'(x_0) \cdot x_n + o(x_n).
\end{aligned}
$$
由于 $x_n = \sin\frac{1}{n} + \frac{1}{n^2} = \frac{1}{n} + o\left(\frac{1}{n}\right)$,且 $\sin\frac{1}{n} = \frac{1}{n} + o\left(\frac{1}{n}\right)$,有:
$$
\begin{aligned}
f(x_0 + \tfrac{1}{n}) - f(x_0 - x_n)
&= \left[f(x_0) + f'(x_0)\tfrac{1}{n} + o(\tfrac{1}{n})\right] - \left[f(x_0) - f'(x_0)x_n + o(x_n)\right] \\
&= f'(x_0)\left(\tfrac{1}{n} + x_n\right) + o\left(\tfrac{1}{n}\right) \\
&= f'(x_0)\left(\tfrac{1}{n} + \tfrac{1}{n} + o(\tfrac{1}{n})\right) + o\left(\tfrac{1}{n}\right) \\
&= 2f'(x_0)\tfrac{1}{n} + o\left(\tfrac{1}{n}\right).
\end{aligned}
$$
因此:
$$
\lim_{n \to \infty} \frac{f(x_0 + \frac{1}{n}) - f(x_0 - x_n)}{\sin\frac{1}{n}}
= \lim_{n \to \infty} \frac{2f'(x_0)\frac{1}{n} + o(\frac{1}{n})}{\frac{1}{n} + o(\frac{1}{n})}
= 2f'(x_0).
$$
### 知识点
- 可导函数的泰勒展开
- 等价无穷小替换:$\sin\frac{1}{n} \sim \frac{1}{n}$$x_n \sim \frac{1}{n}$
- 导数的定义