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Find the maxima, minima, and saddle points of the function f(x,y) = (x2 − 1)(x+2).

Mathematics

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To find the maxima, minima, and saddle points of the function f(x,y)=(x2−1)(x+2)f(x,y) = (x^2 - 1)(x+2), we first observe that the function only depends on xx. We can write it as f(x)=x3+2x2−x−2f(x) = x^3 + 2x^2 - x - 2.

Step 1: Find the first partial derivatives and set them to zero to find critical points.
The given function is f(x,y)=x3+2x2−x−2f(x,y) = x^3 + 2x^2 - x - 2.
The partial derivative with respect to xx is:

fx=∂∂x(x3+2x2−x−2)=3x2+4x−1f_x = \frac{\partial}{\partial x}(x^3 + 2x^2 - x - 2) = 3x^2 + 4x - 1

The partial derivative with respect to yy is:

fy=∂∂y(x3+2x2−x−2)=0f_y = \frac{\partial}{\partial y}(x^3 + 2x^2 - x - 2) = 0

Set fx=0f_x = 0 and fy=0f_y = 0:

  1. 3x2+4x−1=03x^2 + 4x - 1 = 0
  2. 0=00 = 0

From equation (1), we use the quadratic formula x=−b±b2−4ac2ax = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} to find the values of xx:

x=−4±42−4(3)(−1)2(3)x = \frac{-4 \pm \sqrt{4^2 - 4(3)(-1)}}{2(3)} x=−4±16+126x = \frac{-4 \pm \sqrt{16 + 12}}{6} x=−4±286x = \frac{-4 \pm \sqrt{28}}{6} x=−4±276x = \frac{-4 \pm 2\sqrt{7}}{6} x=−2±73x = \frac{-2 \pm \sqrt{7}}{3}

The critical points are lines where x=−2+73x = \frac{-2 + \sqrt{7}}{3} and x=−2−73x = \frac{-2 - \sqrt{7}}{3}.

Step 2: Find the second partial derivatives.

fxx=∂∂x(3x2+4x−1)=6x+4f_{xx} = \frac{\partial}{\partial x}(3x^2 + 4x - 1) = 6x + 4 fyy=∂∂y(0)=0f_{yy} = \frac{\partial}{\partial y}(0) = 0 fxy=∂∂y(3x2+4x−1)=0f_{xy} = \frac{\partial}{\partial y}(3x^2 + 4x - 1) = 0

Step 3: Calculate the discriminant D(x,y)=fxxfyy−(fxy)2D(x,y) = f_{xx}f_{yy} - (f_{xy})^2.

D(x,y)=(6x+4)(0)−(0)2=0D(x,y) = (6x + 4)(0) - (0)^2 = 0

Since D(x,y)=0D(x,y) = 0, the Second Derivative Test is inconclusive. However, since the function only depends on xx, we can analyze the behavior of f(x)f(x) using its second derivative f′′(x)=fxx(x)f''(x) = f_{xx}(x).

Step 4: Classify the critical points using fxxf_{xx}.

  • For x1=−2+73x_1 = \frac{-2 + \sqrt{7}}{3}:

    fxx(−2+73)=6(−2+73)+4f_{xx}\left(\frac{-2 + \sqrt{7}}{3}\right) = 6\left(\frac{-2 + \sqrt{7}}{3}\right) + 4 fxx(−2+73)=2(−2+7)+4f_{xx}\left(\frac{-2 + \sqrt{7}}{3}\right) = 2(-2 + \sqrt{7}) + 4 fxx(−2+73)=−4+27+4=27f_{xx}\left(\frac{-2 + \sqrt{7}}{3}\right) = -4 + 2\sqrt{7} + 4 = 2\sqrt{7}

    Since 27>02\sqrt{7} > 0, the critical line x=−2+73x = \frac{-2 + \sqrt{7}}{3} corresponds to a local minimum.

  • For x2=−2−73x_2 = \frac{-2 - \sqrt{7}}{3}:

    fxx(−2−73)=6(−2−73)+4f_{xx}\left(\frac{-2 - \sqrt{7}}{3}\right) = 6\left(\frac{-2 - \sqrt{7}}{3}\right) + 4 fxx(−2−73)=2(−2−7)+4f_{xx}\left(\frac{-2 - \sqrt{7}}{3}\right) = 2(-2 - \sqrt{7}) + 4 fxx(−2−73)=−4−27+4=−27f_{xx}\left(\frac{-2 - \sqrt{7}}{3}\right) = -4 - 2\sqrt{7} + 4 = -2\sqrt{7}

    Since −27<0-2\sqrt{7} < 0, the critical line x=−2−73x = \frac{-2 - \sqrt{7}}{3} corresponds to a local maximum.

Step 5: Calculate the function values at these critical lines.
At the critical points, 3x2+4x−1=03x^2 + 4x - 1 = 0, which means 3x2=1−4x3x^2 = 1 - 4x.
We can simplify f(x)=x3+2x2−x−2f(x) = x^3 + 2x^2 - x - 2 using this relation:

f(x)=x(x2)+2x2−x−2f(x) = x(x^2) + 2x^2 - x - 2
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