What is the Absolute Maximum of a Function on a Bounded Region?

In summary, the problem is to find the maximum value of the function f(x, y) = xy(3 − x − 2y) on the triangle R bounded by the positive x- and y-axes and the line x+y = 1. Assuming that there are no critical points in the interior of R, we can look at the edges of the region for critical points. However, on C1 and C2, the function values are all zero, so there are no critical points. On C3, we need to consider that y = 1 - x, resulting in a different function for f(x, y). Taking the derivative and setting it equal to 0, we find critical points at x = 0 and
  • #1
jegues
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Homework Statement



Find the maximum value of the function f(x, y) = xy(3 − x − 2y) on the triangle R bounded by the positive x- and y-axes and the line x+y = 1. Assume that f(x, y) has no critical points in the interior of R.

Homework Equations





The Attempt at a Solution



See figure attached for my attempt.

At the top of the page I have made a quick sketch of the triangle bounding the region R.

Since we are allowed to assume there are no critical points in R I proceeded to looking to the edges of the region for critical points.

I labeled them accordingly, C1, C2, C3.

On C1 we can see that x = 0 and it results in the function f(0,y) = 0.

To look for critical points on this edge we take the derivative and set it equal to 0 and solve.

Since 0 = 0 can I simply state that all the points on this edge are critical? This part confuses me.

The outcome is the same for C2 as well.

On C3 we can see that y=-x, resulsting in,

[tex]f(x,-x) = -x^{3} -3x^{2} = g(x)[/tex]

I then took the derivative, factors and solved for the critical points which I found were at,

[tex]x=0,x=-2[/tex]

When I plugged these values back into g(x) I obtained values of 0 and -4.

I don't really know what conclusion I can make without better classifying the edges C1 and C2, but as it stands right now I'd have to say that the absolute maximum occurs when Z=-4.

Can someone help clarify what I'm doing wrong or what I'm misunderstanding.

The answer listed is,

[tex]\frac{2 \sqrt{3}}{9}[/tex]

Thanks again.
 

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  • #2
jegues said:

Homework Statement



Find the maximum value of the function f(x, y) = xy(3 − x − 2y) on the triangle R bounded by the positive x- and y-axes and the line x+y = 1. Assume that f(x, y) has no critical points in the interior of R.

Homework Equations





The Attempt at a Solution



See figure attached for my attempt.

At the top of the page I have made a quick sketch of the triangle bounding the region R.

Since we are allowed to assume there are no critical points in R I proceeded to looking to the edges of the region for critical points.

I labeled them accordingly, C1, C2, C3.

On C1 we can see that x = 0 and it results in the function f(0,y) = 0.

To look for critical points on this edge we take the derivative and set it equal to 0 and solve.
Why bother taking the derivative? The function values are all zero along this edge.
jegues said:
Since 0 = 0 can I simply state that all the points on this edge are critical? This part confuses me.

The outcome is the same for C2 as well.

On C3 we can see that y=-x
No, on C3, y = 1 - x. This affects your subsequent work.
jegues said:
, resulsting in,

[tex]f(x,-x) = -x^{3} -3x^{2} = g(x)[/tex]

I then took the derivative, factors and solved for the critical points which I found were at,

[tex]x=0,x=-2[/tex]

When I plugged these values back into g(x) I obtained values of 0 and -4.

I don't really know what conclusion I can make without better classifying the edges C1 and C2, but as it stands right now I'd have to say that the absolute maximum occurs when Z=-4.

Can someone help clarify what I'm doing wrong or what I'm misunderstanding.

The answer listed is,

[tex]\frac{2 \sqrt{3}}{9}[/tex]

Thanks again.
 
  • #3
Thank you, I've got it now.
 

FAQ: What is the Absolute Maximum of a Function on a Bounded Region?

What is an absolute maximum?

An absolute maximum is the highest value that a function or equation can reach over a given interval. It is also known as the global maximum.

How is the absolute maximum different from a local maximum?

A local maximum is the highest value of a function within a specific interval, while an absolute maximum is the highest value over the entire interval. A local maximum may not necessarily be the absolute maximum.

How is the absolute maximum calculated?

The absolute maximum can be calculated by finding the critical points of a function, which are points where the derivative is equal to zero. The absolute maximum will be the highest value among these critical points and the endpoints of the interval.

Can there be more than one absolute maximum?

No, there can only be one absolute maximum for a given function over a specific interval. If there are multiple points that have the same highest value, they are all considered to be the absolute maximum.

What is the significance of the absolute maximum in mathematics and science?

The absolute maximum is important in mathematics and science because it helps us understand the behavior and characteristics of a function, and it can also be used to solve optimization problems. It is also useful in determining the highest possible value of a variable in real-life situations.

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