Determining Max/Mins, Critical Points (Conceptual)

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Homework Help Overview

The discussion revolves around determining maximum and minimum points of a function, particularly focusing on the methods for identifying critical points and distinguishing between local and global extrema. The subject area is calculus, specifically the analysis of functions and their derivatives.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to recap a method for identifying maxima and minima, mentioning the second derivative test and its limitations regarding local versus global extrema. Some participants suggest evaluating function values at critical points and endpoints to determine global extrema, while others question the necessity of defined endpoints and discuss the implications of limits at infinity.

Discussion Status

The discussion is ongoing, with participants exploring different methods for identifying extrema and clarifying the limitations of the second derivative test. There is recognition of the need to compare function values at critical points and endpoints, and some guidance has been offered regarding the evaluation of limits.

Contextual Notes

Participants note the importance of having well-defined endpoints for certain methods to be applicable and discuss the potential for additional extrema beyond the critical points identified.

jegues
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Homework Statement


I don't have a particular problem in mind, just trying to recap a method my professor quickly skimmed over for determining whether a point is a max or a min.

I had suggested that we use the second derivative test on our critical to determine whether it is a max or a min and go from there, but he had ranted and raved that he didn't like that method and that will only determine relative max/mins not absolute max/mins.

He drew me a picture like the figure attached. I can't remember exactly what he said but it went something like this, (Maybe if I mix some things up you guys can help me clarify)

You have some curve with endpoint A and D, and two critical points B and C. Now look at the values of those points evaluated for the given function and look at the limits around those points and you should be able to see if it's a max or a min.

Can someone further clarify/explain this for me, it's still kinda confusing. An example would probably help too!


Homework Equations



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The Attempt at a Solution



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For the record, the second derivative test is the way to go, good call.
But he is correct that it only tells you if something is a local max or min. To find out if its a global max/min you have to compare with every value of the function (i.e. there is, in general, no easy way to do it).

I think maybe what he was going for, is if you know the values of the function at those four points (the two critical points, and the 2 end points), you can also figure it out (but that only works when you have well defined end points, and you know all of your critical points.
Anyway, out of those 4 points, one (or more) have to be the global max's/min's of the function. If there is one local maximum, and its value is larger than both end points, its a global maximum.

Moral of the story is: if you have a picture of the graph you can pick which one is the global max/min; otherwise use the second derivative test to find local max/mins.
 
zhermes said:
For the record, the second derivative test is the way to go, good call.
But he is correct that it only tells you if something is a local max or min. To find out if its a global max/min you have to compare with every value of the function (i.e. there is, in general, no easy way to do it).

I think maybe what he was going for, is if you know the values of the function at those four points (the two critical points, and the 2 end points), you can also figure it out (but that only works when you have well defined end points, and you know all of your critical points.
Anyway, out of those 4 points, one (or more) have to be the global max's/min's of the function. If there is one local maximum, and its value is larger than both end points, its a global maximum.

Moral of the story is: if you have a picture of the graph you can pick which one is the global max/min; otherwise use the second derivative test to find local max/mins.

Even if you don't have explicitly defined end points you can just evaluate the limit as x goes to +/- infinity, no?
 
jegues said:
Even if you don't have explicitly defined end points you can just evaluate the limit as x goes to +/- infinity, no?
If you know that there aren't any other extrema, then yes; but in general, no---you could simply have another maximum somewhere further along, while x still asymptotically approaches (e.g.) zero.
 

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