Find the absolute maximum and minimum values of the following function on the given set r

Concept:

Let f(x , y) have continuous second-order partial derivatives in some disc centred at a critical point (a, b), and let

\(D = {f_{xx}}\left( {a,b} \right){f_{yy}}\left( {a,b} \right) - {\left( {{f_{xy}}\left( {a,b} \right)} \right)^2}\)

  • If D > 0 and fxx(a, b) > 0, then f has a relative minimum at (a, b)
  • If D > 0 and fxx(a, b) < 0, then f has a relative maximum at (a, b)
  • If D < 0, then f has a saddle point at (a, b)
  • If D = 0, then no conclusion can be drawn

Calculation:

f(x, y) = 2 + 2x + 2y – x2 – y2

fx = 2 – 2x, fy = 2 – 2y

fxx = -2, fyy = -2

fxy = 0

fx = 0 2 – 2x = 0 x = 1

fy = 0 2 – 2y = 0 y = 1

Now, the critical point (a, b) = (1, 1)

At (a, b) = (1, 1)

fxx = -2, fyy = -2, fxy = 0

D = 4 > 0 and fxy < 0

So, the function f(x, y) has a relative maximum at the point (1, 1).

f(x, y) at a point (a, b) = (1, 1) is,

f(1, 1) = 4

The given region is triangular plate in the first quadrant, bounded by the lines x = 0, y = 0 and y = 9 – x. It is represented as shown below.

Find the absolute maximum and minimum values of the following function on the given set r

From the above figure, the critical points are: (0, 0), (0, 9), (9, 0)

Now let us check for the absolute maximum and minimum of f(x, y) at all the critical points.

At (0, 0), f(0, 0) = 2

At (0, 9), f(0, 9) = -61

At (9, 0), f(9, 0) = -61

From the above values,

The absolute minimum value of f(x, y) = -61

The absolute maximum value of f(x, y) = 4

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Find the absolute maximum and minimum values of the following function on the given set r

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Video Transcript

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Find the absolute maximum and minimum values of the following function on the given set r

How do you find the absolute maximum and absolute minimum of a function?

Finding the Absolute Extrema.
Find all critical numbers of f within the interval [a, b]. ... .
Plug in each critical number from step 1 into the function f(x)..
Plug in the endpoints, a and b, into the function f(x)..
The largest value is the absolute maximum, and the smallest value is the absolute minimum..

How do you find the maximum and minimum value of a function?

We will set the first derivative of the function to zero and solve for x to get the critical point. If we take the second derivative or f''(x), then we can find out whether this point will be a maximum or minimum. If the second derivative is positive, it will be a minimum value.

How do you find the absolute maximum and minimum of a graph?

Step 1: Identify any local maxima/minima, as well as the endpoints of the graph. Step 2: Determine the coordinates of all of these points. Whichever has the highest y-value is our absolute maximum, and whichever has the lowest y-value is our absolute minimum.