MHB Find the global extrema of this function over the given region

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SUMMARY

The discussion centers on finding the global extrema of the function defined over a specified region. The critical points identified are (0,0) and (2,1), with the conclusion that the global maximum occurs at (2,1) while there is no global minimum due to the behavior of the function at the boundaries. The boundaries considered are x = 0 and y = 1, leading to the determination that the function approaches negative infinity as y approaches negative infinity, confirming the absence of a global minimum.

PREREQUISITES
  • Understanding of critical points in multivariable calculus
  • Familiarity with the second partials test for relative extrema
  • Knowledge of limits and their implications in calculus
  • Ability to analyze function behavior on specified boundaries
NEXT STEPS
  • Study the second partials test for determining the nature of critical points
  • Learn about boundary behavior in multivariable functions
  • Research the implications of limits approaching infinity in calculus
  • Explore the concept of extrema within constrained domains, such as unit squares
USEFUL FOR

Students and professionals in mathematics, particularly those focusing on calculus and optimization, will benefit from this discussion. It is especially relevant for those analyzing functions in multivariable contexts and seeking to understand extrema in bounded regions.

Vishak95
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Hi MHB. Can someone help me with this one please?

View attachment 1595I've worked out that the critical points are (0,0) and (2,1). But looking at the boundary x = 0, there seems to be no limit to the minimum value. Also, on the boundary y = 1, the value of f(x,1) = -1.

So, would I be correct in saying that the global maximum value occurs at (2,1) and that there is no global minimum?
 

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Re: Find the global maxima of this function

Before we look at the boundaries, have you used second partials test for relative extrema to determine that nature of the critical points (which you have correctly determined)?
 
Re: Find the global maxima of this function

The critical points both appear to be saddle points (the derivative D = -1 for both)
 
Re: Find the global maxima of this function

Vishak said:
The critical points both appear to be saddle points (the derivative D = -1 for both)

Yes, I get the same result. :D

So now you want to look at the boundaries. What are they?
 
Re: Find the global maxima of this function

Great :D

I think the only real boundaries would be x = 0 , and y = 1
 
Re: Find the global maxima of this function

Vishak said:
Great :D

I think the only real boundaries would be x = 0 , and y = 1

Yes, those are the real boundaries. You have already found that:

$$f(0,y)=-y^2$$

and because:

$$\lim_{y\to-\infty}\left(-y^2 \right)=-\infty$$

You correctly conclude that the function has no global minimum. Suppose we choose an arbitrary value for $y$, such as $y=-k$ where $0<k$. Then the function is:

$$f(x,-k)=\left(k^2+k \right)x-k^2$$

What is the limit of this as $$x\to\infty$$?
 
Re: Find the global maxima of this function

The limit appears to be going to $$\infty $$. So then I guess that there is no global maximum either?
 
Re: Find the global maxima of this function

Vishak said:
The limit appears to be going to $$\infty $$. So then I guess that there is no global maximum either?

Yes, I come to the same conclusion. :D
 
Re: Find the global maxima of this function

Awesome! Thank you Mark :D
 
  • #10
Re: Find the global maxima of this function

Vishak said:
Hi MHB. Can someone help me with this one please?

View attachment 1595I've worked out that the critical points are (0,0) and (2,1). But looking at the boundary x = 0, there seems to be no limit to the minimum value. Also, on the boundary y = 1, the value of f(x,1) = -1.

So, would I be correct in saying that the global maximum value occurs at (2,1) and that there is no global minimum?
Caution: some people use $\{(x,y)\ |\ 0\leq x,y\leq1\}$ as an abbreviation for $\{(x,y)\ |\ 0\leq x\leq1 \text{ and }0\leq y\leq1\}$. I suspect that is what is intended here. If so, you are being asked for the extreme values of $f(x,y)$ on the unit square. Then the critical point $(2,1)$ is outside the domain $D$, and the boundary consists of four line segments.
 
  • #11
Re: Find the global maxima of this function

Opalg said:
Caution: some people use $\{(x,y)\ |\ 0\leq x,y\leq1\}$ as an abbreviation for $\{(x,y)\ |\ 0\leq x\leq1 \text{ and }0\leq y\leq1\}$. I suspect that is what is intended here. If so, you are being asked for the extreme values of $f(x,y)$ on the unit square. Then the critical point $(2,1)$ is outside the domain $D$, and the boundary consists of four line segments.

That makes much more sense as a problem. :D
 

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