Proving Global Max/Min for Function w/ 2 Variables: Advice Needed

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Discussion Overview

The discussion revolves around the challenge of proving whether a function of two variables achieves a global maximum or minimum. Participants explore strategies for analyzing critical points and the behavior of the function at infinity, particularly in the context of advanced calculus problems.

Discussion Character

  • Exploratory
  • Technical explanation
  • Homework-related

Main Points Raised

  • One participant expresses difficulty in proving that a function with two variables does not achieve a global maximum or minimum, specifically referencing the function f(x,y)=y^2+2xy+x^3-x.
  • Another participant suggests considering turning points and the boundary of the function, indicating that if a maximum or minimum exists, it must occur at a local extremum or on the boundary.
  • A later reply emphasizes the importance of evaluating the function at infinity in all directions to determine global extrema.
  • One participant proposes that by letting y=0, they can analyze the limits of the function x^3-x as x approaches both +∞ and -∞.
  • Another participant notes that if the limits approach a real number, it could indicate a global maximum or minimum, but stresses the need to compare this value with local extrema.

Areas of Agreement / Disagreement

Participants generally agree on the need to analyze the function's behavior at infinity and the significance of local extrema, but there is no consensus on the specific methods or implications of the limits evaluated.

Contextual Notes

Some assumptions about the behavior of the function at infinity and the definitions of global extrema are not fully resolved, and the discussion does not clarify the conditions under which the limits would indicate a global maximum or minimum.

porroadventum
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I am struggling with this question which appears in every adv. calculus exam paper I practise and would love some help or advice on how to even approach it! I have no trouble getting the extreme points and determining whether they are local minimum, local maximum or saddle points, but proving that a function with 2 variables does not achieve a global max or min is proving very difficult. Here is an example of a question:

1. Let f(x,y)=y^2+2xy+x^3-x. Find the critical points of f and classify each of them as a local maximum, a local minimum or a saddle point.

(The answers I have come up with for this part are : (-1/3, 1/3) is a saddle point and (1,-1) is a local minimum.

2. Consider the values of f on the x- axis, or otherwise, to show that f has neither a global maximum nor a global minimum.

I don't know what to do here, especially since I am not given an interval...
 
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welcome to pf!

hi porroadventum! welcome to pf! :smile:
porroadventum said:
… proving that a function with 2 variables does not achieve a global max or min is proving very difficult.

the general strategy is to consider the turning points and the whole of the boundary

if it has a maximum or minimum, it must either be at a local maximum or minimum, or it must be on the boundary
1. Let f(x,y)=y2+2xy+x3-x. Find the critical points of f and classify each of them as a local maximum, a local minimum or a saddle point.

(The answers I have come up with for this part are : (-1/3, 1/3) is a saddle point and (1,-1) is a local minimum.

2. Consider the values of f on the x- axis, or otherwise, to show that f has neither a global maximum nor a global minimum.

I don't know what to do here, especially since I am not given an interval...

(try using the X2 button just above the Reply box :wink:)

you are given an interval …

it's the whole plane! :biggrin:

you have to consider the boundary, which is "at infinity" in every direction

in this case, if you follow the hint and put y = 0, you should easily prove that it reaches both +∞ and -∞ "at infinity" :wink:
 


Sorry I can be a bit dim sometimes, so to make sure I've understood:-

BY letting y=0 I get the function x^3-x and then I calculate the limit of the function as x approaches +∞ (=+∞) and -∞ (=-∞). If the limits were to equal a real number, would this mean that this real number is the global max/ min?

(I'm really sorry if I've gotten it completely wrong...)
 


*x3-x not x^3-x, woops!
 
porroadventum said:
… If the limits were to equal a real number, would this mean that this real number is the global max/ min?

it could be, but you would have to compare that value with the values at the local maxima and minima … to see who wins! :biggrin:

ohh, and of course with the values at every other direction "at infinity" (not just the x and y axes :wink:)
 


OK, thank you so much for your help! I am so grateful!
 

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