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Find the maxima, minima, and saddle points of the function f(x,y) = 2xy − x2 − 2y2 + 3x + 4.

Mathematics

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Step-by-step solution

5 steps

To find the maxima, minima, and saddle points of the function f(x,y)=2xy−x2−2y2+3x+4f(x,y) = 2xy - x^2 - 2y^2 + 3x + 4, we follow these steps:

  1. Find the first partial derivatives and set them to zero to find critical points.

    The given function is f(x,y)=2xy−x2−2y2+3x+4f(x,y) = 2xy - x^2 - 2y^2 + 3x + 4.
    The partial derivative with respect to xx is:

    fx=∂∂x(2xy−x2−2y2+3x+4)=2y−2x+3f_x = \frac{\partial}{\partial x}(2xy - x^2 - 2y^2 + 3x + 4) = 2y - 2x + 3

    The partial derivative with respect to yy is:

    fy=∂∂y(2xy−x2−2y2+3x+4)=2x−4yf_y = \frac{\partial}{\partial y}(2xy - x^2 - 2y^2 + 3x + 4) = 2x - 4y

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

    1. 2y−2x+3=02y - 2x + 3 = 0
    2. 2x−4y=02x - 4y = 0

    From equation (2), we can express xx in terms of yy:
    2x=4y2x = 4y
    x=2yx = 2y

    Substitute this into equation (1):
    2y−2(2y)+3=02y - 2(2y) + 3 = 0
    2y−4y+3=02y - 4y + 3 = 0
    −2y+3=0-2y + 3 = 0
    −2y=−3-2y = -3
    y=32y = \frac{3}{2}

    Now substitute y=32y = \frac{3}{2} back into the expression for xx:
    x=2(32)=3x = 2\left(\frac{3}{2}\right) = 3
    The only critical point is (3,32)\left(3, \frac{3}{2}\right).

  2. Find the second partial derivatives.

    fxx=∂∂x(2y−2x+3)=−2f_{xx} = \frac{\partial}{\partial x}(2y - 2x + 3) = -2 fyy=∂∂y(2x−4y)=−4f_{yy} = \frac{\partial}{\partial y}(2x - 4y) = -4 fxy=∂∂y(2y−2x+3)=2f_{xy} = \frac{\partial}{\partial y}(2y - 2x + 3) = 2
  3. Calculate the discriminant D(x,y)=fxxfyy−(fxy)2D(x,y) = f_{xx}f_{yy} - (f_{xy})^2.

    D(x,y)=(−2)(−4)−(2)2=8−4=4D(x,y) = (-2)(-4) - (2)^2 = 8 - 4 = 4
  4. Apply the Second Derivative Test to the critical point.

    • At (3,32)\left(3, \frac{3}{2}\right): D(3,32)=4D\left(3, \frac{3}{2}\right) = 4 Since D>0D > 0, we check fxxf_{xx}: fxx(3,32)=−2f_{xx}\left(3, \frac{3}{2}\right) = -2 Since fxx<0f_{xx} < 0, the critical point (3,32)\left(3, \frac{3}{2}\right) is a local maximum.
  5. Calculate the function value at the local maximum.

    f(3,32)=2(3)(32)−(3)2−2(32)2+3(3)+4f\left(3, \frac{3}{2}\right) = 2(3)\left(\frac{3}{2}\right) - (3)^2 - 2\left(\frac{3}{2}\right)^2 + 3(3) + 4 f(3,32)=9−9−2(94)+9+4f\left(3, \frac{3}{2}\right) = 9 - 9 - 2\left(\frac{9}{4}\right) + 9 + 4 f(3,32)=9−92+4f\left(3, \frac{3}{2}\right) = 9 - \frac{9}{2} + 4 f(3,32)=13−92f\left(3, \frac{3}{2}\right) = 13 - \frac{9}{2} f(3,32)=262−92=172f\left(3, \frac{3}{2}\right) = \frac{26}{2} - \frac{9}{2} = \frac{17}{2}

    The final answer is Local maximum at (3,32) with value 172\boxed{\text{Local maximum at } \left(3, \frac{3}{2}\right) \text{ with value } \frac{17}{2}}.

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