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

Mathematics

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Answer

Local minimum at (−3,3) with value −5\text{Local minimum at } (-3,3) \text{ with value } -5

Step-by-step solution

4 steps

To find the maxima, minima, and saddle points of the function f(x,y)=x2+xy+y2+3x−3y+4f(x,y) = x^2 + xy + y^2 + 3x - 3y + 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)=x2+xy+y2+3x−3y+4f(x,y) = x^2 + xy + y^2 + 3x - 3y + 4.
    The partial derivative with respect to xx is:

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

    The partial derivative with respect to yy is:

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

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

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

    From equation (1), we can express yy in terms of xx:
    y=−2x−3y = -2x - 3

    Substitute this into equation (2):
    x+2(−2x−3)−3=0x + 2(-2x - 3) - 3 = 0
    x−4x−6−3=0x - 4x - 6 - 3 = 0
    −3x−9=0-3x - 9 = 0
    −3x=9-3x = 9
    x=−3x = -3

    Now substitute x=−3x = -3 back into the expression for yy:
    y=−2(−3)−3=6−3=3y = -2(-3) - 3 = 6 - 3 = 3
    The only critical point is (−3,3)(-3,3).

  2. Find the second partial derivatives.

    fxx=∂∂x(2x+y+3)=2f_{xx} = \frac{\partial}{\partial x}(2x + y + 3) = 2 fyy=∂∂y(x+2y−3)=2f_{yy} = \frac{\partial}{\partial y}(x + 2y - 3) = 2 fxy=∂∂y(2x+y+3)=1f_{xy} = \frac{\partial}{\partial y}(2x + y + 3) = 1
  3. Calculate the discriminant D(x,y)=fxxfyy−(fxy)2D(x,y) = f_{xx}f_{yy} - (f_{xy})^2.

    D(x,y)=(2)(2)−(1)2=4−1=3D(x,y) = (2)(2) - (1)^2 = 4 - 1 = 3
  4. Apply the Second Derivative Test to the critical point.

    • At (−3,3)(-3,3): D(−3,3)=3D(-3,3) = 3 Since D(−3,3)>0D(-3,3) > 0, we check fxx(−3,3)f_{xx}(-3,3): fxx(−3,3)=2f_{xx}(-3,3) = 2 Since fxx(−3,3)>0f_{xx}(-3,3) > 0, the point (−3,3)(-3,3) is a local minimum. The value of the function at this point is: f(−3,3)=(−3)2+(−3)(3)+(3)2+3(−3)−3(3)+4f(-3,3) = (-3)^2 + (-3)(3) + (3)^2 + 3(-3) - 3(3) + 4 f(−3,3)=9−9+9−9−9+4f(-3,3) = 9 - 9 + 9 - 9 - 9 + 4 f(−3,3)=−5f(-3,3) = -5

    The final answer is Local minimum at (−3,3) with value −5\text{Local minimum at } (-3,3) \text{ with value } -5.

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