1.11 已知标量函数u=x^2yz,求u在点(2,3,1)处沿指定方向overrightarrow(e_{1)}=e_(x)(3)/(sqrt(50))+e_(y)(4)/(sqrt(50))+e_(z)(5)/(sqrt(50))的方向导数。
题目解答
答案
解析
方向导数的计算核心是梯度向量与单位方向向量的点积。解题步骤分为两步:
- 求梯度:对函数$u$分别求$x$、$y$、$z$的偏导,组合成梯度向量$\nabla u$;
- 点积计算:将梯度在指定点代入后,与给定的单位方向向量$\overrightarrow{e_1}$进行点积。
1. 求梯度$\nabla u$
函数$u = x^2 y z$的梯度为:
$\nabla u = \frac{\partial u}{\partial x} e_x + \frac{\partial u}{\partial y} e_y + \frac{\partial u}{\partial z} e_z$
- 对$x$偏导:$\frac{\partial u}{\partial x} = 2x y z$
- 对$y$偏导:$\frac{\partial u}{\partial y} = x^2 z$
- 对$z$偏导:$\frac{\partial u}{\partial z} = x^2 y$
因此,梯度表达式为:
$\nabla u = 2x y z e_x + x^2 z e_y + x^2 y e_z$
2. 代入点$(2, 3, 1)$
将$x=2$,$y=3$,$z=1$代入梯度:
- $\frac{\partial u}{\partial x} = 2 \cdot 2 \cdot 3 \cdot 1 = 12$
- $\frac{\partial u}{\partial y} = 2^2 \cdot 1 = 4$
- $\frac{\partial u}{\partial z} = 2^2 \cdot 3 = 12$
因此,梯度为:
$\nabla u = 12 e_x + 4 e_y + 12 e_z$
3. 计算方向导数
方向导数为梯度与单位方向向量$\overrightarrow{e_1}$的点积:
$\overrightarrow{e_1} = \frac{3}{\sqrt{50}} e_x + \frac{4}{\sqrt{50}} e_y + \frac{5}{\sqrt{50}} e_z$
点积计算:
$\begin{aligned}\nabla u \cdot \overrightarrow{e_1} &= 12 \cdot \frac{3}{\sqrt{50}} + 4 \cdot \frac{4}{\sqrt{50}} + 12 \cdot \frac{5}{\sqrt{50}} \\&= \frac{36 + 16 + 60}{\sqrt{50}} \\&= \frac{112}{\sqrt{50}}\end{aligned}$
4. 化简结果(可选)
将分母有理化:
$\frac{112}{\sqrt{50}} = \frac{112 \sqrt{50}}{50} = \frac{56 \sqrt{2}}{5}$