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112 台灣大學微積分(B) 第 8 題

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112學年度 · 112台大微積分B · 第 8 題

題目

Problem

8. Find the point on the surface given by x+8y+27z=14\sqrt{x} + \sqrt{8y} + \sqrt{27z} = 14 that is closest to the origin. (8)\underline{\quad (8) \quad}.

解答

解法一:拉格朗日乘子法(直接最速法,避免複雜代換)

思路

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  1. 本題要在約束條件 g(x,y,z)=x+22y+33z14=0g(x,y,z) = \sqrt{x} + 2\sqrt{2}\sqrt{y} + 3\sqrt{3}\sqrt{z} - 14 = 0 下,最小化到原點的距離(即最小化距離平方 f(x,y,z)=x2+y2+z2f(x,y,z) = x^2+y^2+z^2)。 其中 x0,y0,z0x \ge 0, y \ge 0, z \ge 0
  2. 第一步:建立拉格朗日乘子方程組 f=λg\nabla f = \lambda \nabla g
    • 求偏導數: f=2x,2y,2z\nabla f = \langle 2x, 2y, 2z \rangle g=12x, 2y, 332z\nabla g = \left\langle \frac{1}{2\sqrt{x}}, \ \frac{\sqrt{2}}{\sqrt{y}}, \ \frac{3\sqrt{3}}{2\sqrt{z}} \right\rangle
    • 建立方程:
      1. 2x=λ2x    4x3/2=λ2x = \frac{\lambda}{2\sqrt{x}} \implies 4x^{3/2} = \lambda
      2. 2y=2λy    2y3/2=2λ    y3/2=λ22y = \frac{\sqrt{2}\lambda}{\sqrt{y}} \implies 2y^{3/2} = \sqrt{2}\lambda \implies y^{3/2} = \frac{\lambda}{\sqrt{2}}
      3. 2z=33λ2z    4z3/2=33λ    z3/2=334λ2z = \frac{3\sqrt{3}\lambda}{2\sqrt{z}} \implies 4z^{3/2} = 3\sqrt{3}\lambda \implies z^{3/2} = \frac{3\sqrt{3}}{4}\lambda
  3. 第二步:建立 y,zy, zxx 的比例關係
    • 由上述式子消去 λ\lambda
      • λ=4x3/2\lambda = 4x^{3/2}
      • 代入 yy 的方程: y3/2=4x3/22=22x3/2=(2)3/2x3/2    y=2xy^{3/2} = \frac{4x^{3/2}}{\sqrt{2}} = 2\sqrt{2} x^{3/2} = (2)^{3/2} x^{3/2} \implies y = 2x
      • 代入 zz 的方程: z3/2=334(4x3/2)=33x3/2=(3)3/2x3/2    z=3xz^{3/2} = \frac{3\sqrt{3}}{4} (4x^{3/2}) = 3\sqrt{3} x^{3/2} = (3)^{3/2} x^{3/2} \implies z = 3x
  4. 第三步:代回約束條件求解
    • x+8(2x)+27(3x)=14    x+4x+9x=14    14x=14    x=1\sqrt{x} + \sqrt{8(2x)} + \sqrt{27(3x)} = 14 \implies \sqrt{x} + 4\sqrt{x} + 9\sqrt{x} = 14 \implies 14\sqrt{x} = 14 \implies x = 1
    • 因此 y=2,z=3y = 2, z = 3。最接近點為 (1,2,3)(1, 2, 3)

答題過程

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我們要尋找曲面上離原點最近的點,這等價於在約束條件下最小化點 (x,y,z)(x,y,z) 到原點的距離平方。 目標函數:

f(x,y,z)=x2+y2+z2f(x, y, z) = x^2 + y^2 + z^2

約束條件:

g(x,y,z)=x+8y+27z14=0g(x, y, z) = \sqrt{x} + \sqrt{8y} + \sqrt{27z} - 14 = 0

我們將約束條件整理為(其中 x,y,z0x, y, z \ge 0):

g(x,y,z)=x1/2+22y1/2+33z1/214=0g(x, y, z) = x^{1/2} + 2\sqrt{2} y^{1/2} + 3\sqrt{3} z^{1/2} - 14 = 0

根據拉格朗日乘子法,最優解滿足偏導平行:

f(x,y,z)=λg(x,y,z)\nabla f(x, y, z) = \lambda \nabla g(x, y, z)

我們分別計算梯度向量:

f=2x,2y,2z\nabla f = \langle 2x,\, 2y,\, 2z \rangle g=12x1/2,2y1/2,332z1/2\nabla g = \left\langle \frac{1}{2}x^{-1/2},\, \sqrt{2}y^{-1/2},\, \frac{3\sqrt{3}}{2}z^{-1/2} \right\rangle

建立聯立方程組:

2x=λ(12x)    4x3/2=λ— (1)2x = \lambda \left( \frac{1}{2\sqrt{x}} \right) \implies 4x^{3/2} = \lambda \quad \text{--- (1)} 2y=λ(2y)    2y3/2=λ— (2)2y = \lambda \left( \frac{\sqrt{2}}{\sqrt{y}} \right) \implies \sqrt{2}y^{3/2} = \lambda \quad \text{--- (2)} 2z=λ(332z)    433z3/2=λ— (3)2z = \lambda \left( \frac{3\sqrt{3}}{2\sqrt{z}} \right) \implies \frac{4}{3\sqrt{3}}z^{3/2} = \lambda \quad \text{--- (3)} x+8y+27z=14— (4)\sqrt{x} + \sqrt{8y} + \sqrt{27z} = 14 \quad \text{--- (4)}

由式 (1) 知 λ=4x3/2\lambda = 4x^{3/2}。我們將其代入式 (2) 與式 (3) 以消去 λ\lambda

  • yy

    2y3/2=4x3/2    y3/2=42x3/2=22x3/2\sqrt{2}y^{3/2} = 4x^{3/2} \implies y^{3/2} = \frac{4}{\sqrt{2}} x^{3/2} = 2\sqrt{2} x^{3/2}

    由於 22=23/22\sqrt{2} = 2^{3/2},兩側取 23\frac{2}{3} 次方得:

    y=2xy = 2x
  • zz

    433z3/2=4x3/2    z3/2=33x3/2\frac{4}{3\sqrt{3}}z^{3/2} = 4x^{3/2} \implies z^{3/2} = 3\sqrt{3} x^{3/2}

    由於 33=33/23\sqrt{3} = 3^{3/2},兩側取 23\frac{2}{3} 次方得:

    z=3xz = 3x

我們將 y=2xy = 2xz=3xz = 3x 代回約束條件式 (4):

x+8(2x)+27(3x)=14\sqrt{x} + \sqrt{8(2x)} + \sqrt{27(3x)} = 14 x+16x+81x=14\sqrt{x} + \sqrt{16x} + \sqrt{81x} = 14 x+4x+9x=14\sqrt{x} + 4\sqrt{x} + 9\sqrt{x} = 14 14x=14    x=1    x=114\sqrt{x} = 14 \implies \sqrt{x} = 1 \implies x = 1

代回比例關係可求得其他座標:

  • y=2(1)=2y = 2(1) = 2
  • z=3(1)=3z = 3(1) = 3

因此,曲面上離原點最近的點為 (1,2,3)(1, 2, 3)

結論: (8) 處應填入 (1,2,3)(1, 2, 3)