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112 台灣大學微積分(C) 第 7 題

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112學年度 · 112台大微積分C · 第 7 題

題目

Problem

7. Assume that

f(x,y)1+2ysin(x2+y2)for x2+y21.|f(x, y) - 1 + 2y| \le \sin(x^2 + y^2) \quad \text{for } x^2 + y^2 \le 1 \,.

Then the tangent plane of y=f(x,y)y = f(x, y) (Note: this is a typo in original paper, it should be z=f(x,y)z = f(x,y)) at (0,0,f(0,0))(0, 0, f(0, 0)) is (9)\underline{\quad (9) \quad}. The tangent line of the level curve f(x,y)=f(0,0)f(x, y) = f(0, 0) at (0,0)(0, 0) is (10)\underline{\quad (10) \quad}. The maximum value of directional derivatives of ff at (0,0)(0, 0), Duf(0,0)D_{\mathbf{u}}f(0, 0), is (11)\underline{\quad (11) \quad}.

解答

解法一

思路

展開
  1. 第一步:求 f(0,0)f(0,0) 的值
    • (x,y)=(0,0)(x,y) = (0,0) 代入約束不等式: f(0,0)1+0sin(0)=0    f(0,0)1=0    f(0,0)=1|f(0, 0) - 1 + 0| \le \sin(0) = 0 \implies |f(0, 0) - 1| = 0 \implies f(0, 0) = 1
  2. 第二步:利用可微定義與夾擠定理求偏導數 fx(0,0)f_x(0,0)fy(0,0)f_y(0,0)
    • ff(0,0)(0,0) 可微,則有逼近式: f(x,y)=f(0,0)+fx(0,0)x+fy(0,0)y+ϵx2+y2f(x, y) = f(0,0) + f_x(0,0)x + f_y(0,0)y + \epsilon \sqrt{x^2+y^2} 其中當 (x,y)(0,0)(x,y) \to (0,0)ϵ0\epsilon \to 0
    • 將其代回原不等式,同除以 x2+y2\sqrt{x^2+y^2} 並取極限。
    • 因為右側 limsin(x2+y2)x2+y2=0\lim \frac{\sin(x^2+y^2)}{\sqrt{x^2+y^2}} = 0,這強烈逼迫左側所有方向的變化率極限必須為 0: fx(0,0)=0fy(0,0)+2=0    fy(0,0)=2f_x(0,0) = 0 \quad \text{且} \quad f_y(0,0) + 2 = 0 \implies f_y(0,0) = -2
  3. 第三步:求切面方程式 (9)
    • 公式為 zf(0,0)=fx(0,0)(x0)+fy(0,0)(y0)z - f(0,0) = f_x(0,0)(x-0) + f_y(0,0)(y-0)
    • 代入得 z1=0x2y    z=12yz - 1 = 0x - 2y \implies z = 1 - 2y
  4. 第四步:求等高線切線方程式 (10)
    • 等高線為 f(x,y)=1f(x,y) = 1,其在 (0,0)(0,0) 處的切線為: fx(0,0)x+fy(0,0)y=0    0x2y=0    y=0f_x(0,0)x + f_y(0,0)y = 0 \implies 0x - 2y = 0 \implies y = 0
  5. 第五步:求最大方向導數 (11)
    • 最大方向導數值為梯度向量的模長 f(0,0)=0,2=2\|\nabla f(0,0)\| = \|\langle 0, -2 \rangle\| = 2

答題過程

展開

我們先分析在原點 (0,0)(0, 0) 處的函數值。將 (x,y)=(0,0)(x, y) = (0, 0) 代入給定的不等式:

f(0,0)1+2(0)sin(02+02)    f(0,0)10|f(0, 0) - 1 + 2(0)| \le \sin\left(0^2 + 0^2\right) \implies |f(0, 0) - 1| \le 0

因為絕對值大於等於零,故有:

f(0,0)=1f(0, 0) = 1

接下來,我們假定 f(x,y)f(x, y) 在點 (0,0)(0, 0) 處可微。根據多變數函數在原點的可微定義:

f(x,y)=f(0,0)+fx(0,0)x+fy(0,0)y+ϵ(x,y)x2+y2f(x, y) = f(0, 0) + f_x(0, 0)x + f_y(0, 0)y + \epsilon(x, y)\sqrt{x^2 + y^2}

其中當 (x,y)(0,0)(x, y) \to (0, 0) 時,誤差項 ϵ(x,y)0\epsilon(x, y) \to 0

f(0,0)=1f(0, 0) = 1 與可微逼近式代回原不等式中:

1+fx(0,0)x+fy(0,0)y+ϵ(x,y)x2+y21+2ysin(x2+y2)\left| 1 + f_x(0, 0)x + f_y(0, 0)y + \epsilon(x, y)\sqrt{x^2 + y^2} - 1 + 2y \right| \le \sin\left(x^2 + y^2\right) fx(0,0)x+(fy(0,0)+2)y+ϵ(x,y)x2+y2sin(x2+y2)\left| f_x(0, 0)x + \left(f_y(0, 0) + 2\right)y + \epsilon(x, y)\sqrt{x^2 + y^2} \right| \le \sin\left(x^2 + y^2\right)

為了求偏導數,我們將不等式兩側同除以 x2+y2\sqrt{x^2 + y^2}

fx(0,0)xx2+y2+(fy(0,0)+2)yx2+y2+ϵ(x,y)sin(x2+y2)x2+y2\left| f_x(0, 0)\frac{x}{\sqrt{x^2+y^2}} + \left(f_y(0, 0) + 2\right)\frac{y}{\sqrt{x^2+y^2}} + \epsilon(x, y) \right| \le \frac{\sin\left(x^2 + y^2\right)}{\sqrt{x^2 + y^2}}

我們取當 (x,y)(0,0)(x, y) \to (0, 0) 時的極限。首先計算右側極限:

lim(x,y)(0,0)sin(x2+y2)x2+y2=lim(x,y)(0,0)(sin(x2+y2)x2+y2x2+y2)=10=0\lim_{(x,y)\to(0,0)} \frac{\sin\left(x^2 + y^2\right)}{\sqrt{x^2 + y^2}} = \lim_{(x,y)\to(0,0)} \left( \frac{\sin\left(x^2 + y^2\right)}{x^2 + y^2} \cdot \sqrt{x^2 + y^2} \right) = 1 \cdot 0 = 0

根據夾擠定理,左側極限亦必須為 00

lim(x,y)(0,0)fx(0,0)xx2+y2+(fy(0,0)+2)yx2+y2+ϵ(x,y)=0\lim_{(x,y)\to(0,0)} \left| f_x(0, 0)\frac{x}{\sqrt{x^2+y^2}} + \left(f_y(0, 0) + 2\right)\frac{y}{\sqrt{x^2+y^2}} + \epsilon(x, y) \right| = 0

由於當 (x,y)(0,0)(x, y) \to (0, 0)ϵ(x,y)0\epsilon(x, y) \to 0,上式簡化為:

lim(x,y)(0,0)(fx(0,0)xx2+y2+(fy(0,0)+2)yx2+y2)=0\lim_{(x,y)\to(0,0)} \left( f_x(0, 0)\frac{x}{\sqrt{x^2+y^2}} + \left(f_y(0, 0) + 2\right)\frac{y}{\sqrt{x^2+y^2}} \right) = 0

此極限必須從任何方向趨近於 (0,0)(0,0) 皆成立。

  • 若我們沿 xx 軸(y=0y = 0)趨近,則要求 fx(0,0)=0f_x(0, 0) = 0
  • 若我們沿 yy 軸(x=0x = 0)趨近,則要求 fy(0,0)+2=0    fy(0,0)=2f_y(0, 0) + 2 = 0 \implies f_y(0, 0) = -2

此時梯度向量為:

f(0,0)=fx(0,0),fy(0,0)=0,2\nabla f(0, 0) = \langle f_x(0, 0),\, f_y(0, 0) \rangle = \langle 0,\, -2 \rangle

現在我們依序回答三個小題:

  1. (9) 切面方程式: 在點 (0,0,f(0,0))=(0,0,1)(0, 0, f(0, 0)) = (0, 0, 1) 處的切面方程式(注意考卷上 y=f(x,y)y=f(x,y) 為印刷錯誤,實為 z=f(x,y)z=f(x,y))為:

    zf(0,0)=fx(0,0)(x0)+fy(0,0)(y0)z - f(0, 0) = f_x(0, 0)(x - 0) + f_y(0, 0)(y - 0)

    代入偏導數值:

    z1=0(x)2(y)    z=12yz - 1 = 0(x) - 2(y) \implies z = 1 - 2y

    可寫為 2y+z=12y + z = 1

  2. (10) 等高線的切線方程式: 等高線 f(x,y)=f(0,0)=1f(x, y) = f(0, 0) = 1 在點 (0,0)(0, 0) 處的切線方程式為:

    fx(0,0)(x0)+fy(0,0)(y0)=0    0(x)2(y)=0    y=0f_x(0, 0)(x - 0) + f_y(0, 0)(y - 0) = 0 \implies 0(x) - 2(y) = 0 \implies y = 0

    (即 xx 軸)。

  3. (11) 最大方向導數: 方向導數 Duf(0,0)D_{\mathbf{u}}f(0, 0) 的最大值發生在梯度向量方向,其值為梯度的模長:

    maxDuf(0,0)=f(0,0)=02+(2)2=2\max D_{\mathbf{u}}f(0, 0) = \|\nabla f(0, 0)\| = \sqrt{0^2 + (-2)^2} = 2

結論:

  • (9) 處填入 z=12yz = 1 - 2y (或 2y+z=12y + z = 1)。
  • (10) 處填入 y=0y = 0
  • (11) 處填入 22