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111 學年度台綜大微積分 B 第 10 題

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111學年度 · 111台綜大微積分B · 第 10 題

題目

Problem

10. Use Lagrange multipliers to find the extreme values of f(x,y)=54x2+74y232xyf(x, y) = \frac{5}{4}x^2 + \frac{7}{4}y^2 - \frac{\sqrt{3}}{2}xy subject to the constraint x2+y2=1x^2 + y^2 = 1. (10%)

解答

思路

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  1. 目標函數f(x,y)=54x2+74y232xyf(x,y) = \frac{5}{4}x^2 + \frac{7}{4}y^2 - \frac{\sqrt{3}}{2}xy
  2. 約束條件g(x,y)=x2+y21=0g(x,y) = x^2+y^2-1=0
  3. 拉格朗日乘子法:建立方程組 f=λg\nabla f = \lambda \nabla g
  4. 求解方程組。在消去 λ\lambda 的過程中需要特別小心代數運算(若兩側平方需注意檢驗是否為增根),並確保帶入極值計算時點與 xyxy 的正負號對應正確。

答題過程

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第一步:建立拉格朗日聯立方程式

計算偏導數:

f=52x32y, 72y32x\nabla f = \left\langle \frac{5}{2}x - \frac{\sqrt{3}}{2}y, \ \frac{7}{2}y - \frac{\sqrt{3}}{2}x \right\rangle g=2x,2y\nabla g = \langle 2x, 2y \rangle

拉格朗日方程組 f=λg\nabla f = \lambda \nabla g 意即向量 f\nabla fg\nabla g 平行(外積為零):

(52x32y)(2y)(72y32x)(2x)=0\left( \frac{5}{2}x - \frac{\sqrt{3}}{2}y \right)(2y) - \left( \frac{7}{2}y - \frac{\sqrt{3}}{2}x \right)(2x) = 0     (5x3y)y(7y3x)x=0\implies (5x - \sqrt{3}y)y - (7y - \sqrt{3}x)x = 0     5xy3y27xy+3x2=0\implies 5xy - \sqrt{3}y^2 - 7xy + \sqrt{3}x^2 = 0     3(x2y2)=2xy(1)\implies \sqrt{3}(x^2 - y^2) = 2xy \quad \cdots\cdots (1)

結合約束條件:

x2+y2=1    y2=1x2(2)x^2 + y^2 = 1 \implies y^2 = 1 - x^2 \quad \cdots\cdots (2)

第二步:嚴謹求解方程組(避免平方引入增根)

將 (2) 代入 (1):

3(2x21)=2xy(3)\sqrt{3}(2x^2 - 1) = 2xy \quad \cdots\cdots (3)

將 (3) 兩邊平方(在此需注意:平方後必須回代檢查是否滿足原式,因為它可能引入 3(2x21)=2xy\sqrt{3}(2x^2 - 1) = -2xy 的反向解):

3(2x21)2=4x2y23(2x^2 - 1)^2 = 4x^2 y^2

代入 y2=1x2y^2 = 1 - x^2

3(4x44x2+1)=4x2(1x2)3(4x^4 - 4x^2 + 1) = 4x^2(1 - x^2) 12x412x2+3=4x24x4    16x416x2+3=012x^4 - 12x^2 + 3 = 4x^2 - 4x^4 \implies 16x^4 - 16x^2 + 3 = 0

因式分解:

(4x21)(4x23)=0    x2=14 或 x2=34(4x^2 - 1)(4x^2 - 3) = 0 \implies x^2 = \frac{1}{4} \text{ 或 } x^2 = \frac{3}{4}

我們對這兩組解在約束條件 y2=1x2y^2 = 1-x^2 下進行論證:

  1. x2=14    y2=34x^2 = \frac{1}{4} \implies y^2 = \frac{3}{4}: 此時 x2y2=1434=12x^2 - y^2 = \frac{1}{4} - \frac{3}{4} = -\frac{1}{2}。 代回原方程 (1): 3(12)=2xy    2xy=32<0\sqrt{3}\left(-\frac{1}{2}\right) = 2xy \implies 2xy = -\frac{\sqrt{3}}{2} < 0。 這說明 xxyy 必須異號。 故此時合法的臨界點只有兩點:

    (x,y)=(12,32), (12,32)(x, y) = \left(\frac{1}{2}, -\frac{\sqrt{3}}{2}\right), \ \left(-\frac{1}{2}, \frac{\sqrt{3}}{2}\right)

    將其代入目標函數,此時 x2=1/4x^2 = 1/4y2=3/4y^2 = 3/4xy=3/4xy = -\sqrt{3}/4

    f(±12,32)=54(14)+74(34)32(34)=516+2116+616=2f\left( \pm\frac{1}{2}, \mp\frac{\sqrt{3}}{2} \right) = \frac{5}{4}\left(\frac{1}{4}\right) + \frac{7}{4}\left(\frac{3}{4}\right) - \frac{\sqrt{3}}{2}\left(-\frac{\sqrt{3}}{4}\right) = \frac{5}{16} + \frac{21}{16} + \frac{6}{16} = 2
  2. x2=34    y2=14x^2 = \frac{3}{4} \implies y^2 = \frac{1}{4}: 此時 x2y2=3414=12x^2 - y^2 = \frac{3}{4} - \frac{1}{4} = \frac{1}{2}。 代回原方程 (1): 3(12)=2xy    2xy=32>0\sqrt{3}\left(\frac{1}{2}\right) = 2xy \implies 2xy = \frac{\sqrt{3}}{2} > 0。 這說明 xxyy 必須同號。 故此時合法的臨界點只有兩點:

    (x,y)=(32,12), (32,12)(x, y) = \left(\frac{\sqrt{3}}{2}, \frac{1}{2}\right), \ \left(-\frac{\sqrt{3}}{2}, -\frac{1}{2}\right)

    將其代入目標函數,此時 x2=3/4x^2 = 3/4y2=1/4y^2 = 1/4xy=3/4xy = \sqrt{3}/4

    f(±32,±12)=54(34)+74(14)32(34)=1516+716616=1f\left( \pm\frac{\sqrt{3}}{2}, \pm\frac{1}{2} \right) = \frac{5}{4}\left(\frac{3}{4}\right) + \frac{7}{4}\left(\frac{1}{4}\right) - \frac{\sqrt{3}}{2}\left(\frac{\sqrt{3}}{4}\right) = \frac{15}{16} + \frac{7}{16} - \frac{6}{16} = 1

結論: 最大值為 22,最小值為 11