Understanding Critical Points in Multivariable Functions

In summary, the function f(x,y,z)=(xy+yz+xz)/(1+x^2+y^2+z^2) has no absolute maximum or minimum. This can be seen by considering three cases: a) x+y+z does not equal 0, b) x+y+z=0, and c) x=y=z=0. By simplifying the function, it can be shown that f can be arbitrarily large and can also be arbitrarily close to certain values. Additional cases, such as x=y=z not equaling zero, can also be considered. A cylindrical coordinate system can be used to further analyze the function.
  • #1
erica1451
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Homework Statement


f(x,y,z)=(xy+yz+xz)/(1+x^2+y^2+z^2)
Explain why f has no absolute maximum or minimum. How about critical points?


Homework Equations


Hint: it is simplest to make 3 cases: a) x+y+z does not =0 b) x+y+z=0 c) x=y=z=0


The Attempt at a Solution


I did cases b and c, but I'm not sure how to go about doing a. Also, I'm not sure how to explain why the function does not have an absolute max or min.
 
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  • #2
Can anyone help?
 
  • #3
hmmm, simplifying things,

[tex]f(x,y,z)=\frac{1}{2}\cdot\left[\frac{(x+y+z)^2+1}{1+x^2+y^2+z^2}-1\right][/tex]
how can you bound f(x,y,z) from below? what about from above? can you make f arbitrarily big?
can you make f(x,y,z) arbitrary close to some values? try some additional cases, suppose x=y=z not equaling zero?

edit: additional hint: cylindrical coordinate.
 
Last edited:
  • #4
Thank you!
 

1. What is a critical point in science?

A critical point in science refers to a specific point in a system where a small change or perturbation can cause a significant change in the behavior or properties of the system. In other words, it is a point where the system undergoes a critical transition.

2. How do you find critical points?

There are several methods for finding critical points, depending on the specific system or problem. One common approach is to take the derivative of a function and set it equal to zero, then solve for the values of the independent variable. The points where the derivative is equal to zero are the critical points.

3. Why are critical points important in scientific research?

Critical points are important because they can reveal important information about the behavior and properties of a system. They can also help identify phase transitions, stability or instability of a system, and the existence of extrema in a function.

4. What are some real-life applications of critical points?

Critical points have many applications in various fields of science, such as physics, chemistry, biology, and economics. In physics, critical points are used to study phase transitions in matter. In chemistry, they are used to determine the critical temperature and pressure of a substance. In biology, they can help identify critical points in ecological systems. In economics, they are used to analyze market trends and identify critical points in business cycles.

5. Can critical points have a negative value?

Yes, critical points can have negative values. In fact, in some cases, critical points may have both positive and negative values. This depends on the specific system being studied and the properties of the function at the critical point.

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