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The solution to quiz three of math 200, where students are required to find the absolute maximum and minimum values of a function f(x, y) = 3xy − 6x − 3y + 7 on a closed rectangular region. The steps to find the critical points, evaluates the function at the critical point and boundary points, and concludes with the absolute minimum and maximum values. Additionally, the document discusses the second partials test to determine if the critical point is a local maximum, minimum, or saddle point.
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Problem : Find the absolute maximum and absolute minimum values of
f (x, y) = 3xy − 6 x − 3 y + 7
on the closed rectangular region R with vertices (0, 0), (3, 0), (3, 5), and (0, 5). Note: compare with the example in the text, page 997. Here is a plot of the function f over the rectangle. It is clear for the plot that the extrema occur at the two corners.
0
1
2
3
x
0 1 2 3 4 5 y
0
5
10
15
How to Find the Absolute Extrema of a Continuous Function f of Two Variables on a Closed and Bounded Set R
Answer : We £rst £nd the critical points in the interior of the rectangle. To do this, we need to £nd the partial derivatives of f (x, y) and set them to zero. Note that
∂f ∂x
= 3y − 6 = 0, ∂f ∂y
= 3x − 3 = 0.
Hence, there is only one critical point Pc that occurs at (1, 2). The value of f (1, 2) is 6 − 6 − 6 + 7 = 1. We must check the extreme values on each line segment of the boundary of R.
Conclude : the absolute minimum of f occurs at (3, 0) with value − 11 and the absolute maximum of f occurs at (3, 5) with value 19. This was not asked but we can use the Second Partials Test to determine if the critical point is a local maximum or minimum or a saddle point. Recall: The Second Partials Test : Let f be a function of two variables with continuous second order partial derivatives in some disk centered at a critical point P 0 (x 0 , y 0 ), and let
∂^2 f ∂x^2
∂^2 f ∂y^2
∂^2 f ∂x∂y
(^2) f ∂x^2 (P^0 )^ >^0 , then^ f^ has a relative maximum at^ P^0.
(^2) f ∂x^2 (P^0 )^ <^0 , then^ f^ has a relative minimum at^ P^0.
We need the three second-order partials of f (x, y):
∂^2 f ∂x^2
∂^2 f ∂y^2
∂^2 f ∂x∂y
Hence, D =
∂^2 f ∂x^2 (P^0 )
∂^2 f ∂y^2 (P^0 )
∂^2 f ∂x∂y (P^0 )
= 0 − (3)^2 = − 9. Since D is negative, the critical point is a
saddle point. This is consistent with the plot.