Exploring the Global Extrema of a Function in the Region R

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SUMMARY

The discussion centers on the function f(x,y) = x + y + 9/x + 1/y, specifically analyzing its local and global extrema in the region where x, y > 0. The only critical point identified is (3, 1), which is confirmed as a local minimum. Participants agree that the function does not possess a global maximum or minimum due to its unbounded nature as x and y approach infinity. The use of the AM-GM inequality is suggested as a method to establish bounds, although some participants debate the implications of infinity on global extrema.

PREREQUISITES
  • Understanding of multivariable calculus, specifically critical points and extrema.
  • Familiarity with the AM-GM inequality and its applications.
  • Knowledge of partial derivatives and their role in finding local maxima and minima.
  • Experience with graphing functions to visualize behavior in different regions.
NEXT STEPS
  • Study the application of the AM-GM inequality in optimization problems.
  • Learn how to compute and interpret partial derivatives for multivariable functions.
  • Explore the concept of unbounded functions and their implications for global extrema.
  • Investigate numerical methods for finding extrema in complex functions.
USEFUL FOR

Mathematicians, students of calculus, and anyone interested in optimization and the behavior of multivariable functions will benefit from this discussion.

CaityAnn
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Does this Fxy have a global Min?

Heres the question:

Consider the function fxy= x+y+9/x+1/y. Determine all the local max min and saddle points. DOes f have any global maximum points in the region R where x,y>0 Explain algebraically.

So I found only one critical point, 3,1 and found it to be a local min.
As for the global part, I said NO, because the function does not have a boundary x and y goto infinity and this function does not the sort of parabolic shape to have a natural global max or min.

Is that right? How could I be more graceful with my answer?

Thanks geniuses :wink:
 
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Everyones lookin and noones sayin anything. :D
 
Heres the question:

Consider the function fxy= x+y+9/x+1/y. Determine all the local max min and saddle points. DOes f have any global maximum points in the region R where x,y>0 Explain algebraically.

So I found only one critical point, 3,1 and found it to be a local min.
As for the global part, I said NO, because the function does not have a boundary x and y goto infinity and this function does not the sort of parabolic shape to have a natural global max or min.

Is that right? How could I be more graceful with my answer?
 
if a function is unbounded from below, it has no global minimum, eg. 1/x has no minimum
 
I said, the function does not have any bounds so it does not have a global max.
I graphed the function with my handy dandy computer graphing program and it
looks like it could have a global max in the positive x/y region although a portion of the function does goto infinity.

?
 
Last edited:
Remember to consider BOTH roots of the grad f = 0 equations, because you get quadratics in both df/dx = 0 and df/dy = 0 (partial derivatives obviously), so that gives you 4 local turning points.

You're right about no global min, you can see that by considering large and small y and x values, it's not bounded above or below.
 
CaityAnn said:
I said, the function does not have any bounds so it does not have a global max.
I graphed the function with my handy dandy computer graphing program and it
looks like it could have a global max in the positive x/y region although a portion of the function does goto infinity.

?

?? Do you understand what a global maximum is? If any portion of the function goes to infinity, no finite number can be a global maximum!

(Local maximum, possibly)
 
AlphaNumeric said:
Remember to consider BOTH roots of the grad f = 0 equations, because you get quadratics in both df/dx = 0 and df/dy = 0 (partial derivatives obviously), so that gives you 4 local turning points.

You're right about no global min, you can see that by considering large and small y and x values, it's not bounded above or below.

Note that it was specified that x,y> 0. The only one of the four critical points in the first quadrant is the one she specified, (3, 1).

By the way, this same question was posted in the "homework" section. Please do not double post! I am going to merge the two threads.
 
"If any portion of the function goes to infinity, no finite number can be a global maximum!"

I don't think that's true. X^2 has a global min, even if it does goto infinity.
 
  • #10
if you know some tricks about inequality... this problem can be done without ANY calculus.

by AM-GM (arithmetic mean is greater or equal to geometric mean)

\frac{a+b}{2}\ge (ab)^{1/2}
for a, b>0
with equality iff a=b

then
x+y+9/x+1/y \ge 2\sqrt{x\cdot 9/x}+2<br /> sqrt{y\cdot 1/y}=7

for equality case, x=9/x, y=1/y, x=3, y=1

the minimum is 4\sqrt{3}.

edit: fixed an embarrassing mistake: the previous inequality is correct but the equality case is impossible.
 
Last edited:
  • #11
CaityAnn said:
I said, the function does not have any bounds so it does not have a global max.
I graphed the function with my handy dandy computer graphing program and it looks like it could have a global max in the positive x/y region although a portion of the function does goto infinity.

?

CaityAnn said:
"If any portion of the function goes to infinity, no finite number can be a global maximum!"

I don't think that's true. X^2 has a global min, even if it does goto infinity.


?? yes, of course, x2 has a global minimum but neither you in your post, nor I in mine said anything about a minimum.
 
  • #12
mm... going to infinity and a function has a minimum is two separate thing anyway.. you need it to go to negative infinity then you can't have a global min...common sense it seems.. but r u just confused with what the words mean?
 

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