Classifying Critical Points when the 2nd derivative test FAILS

Click For Summary
SUMMARY

The discussion focuses on classifying the critical point (0,0) of the function f(x,y) = x^4 - 3x^2y^2 + y^4, where the second derivative test fails. The user explores alternative methods, such as analyzing cross sections by setting x=0 and y=0, leading to the equations z = y^4 and Z = x^4. This analysis suggests that the critical point may be a relative minimum, prompting further investigation into the positivity of Z along lines of the form y = ax.

PREREQUISITES
  • Understanding of critical points in multivariable calculus
  • Familiarity with the second derivative test
  • Knowledge of cross-sectional analysis of functions
  • Basic skills in analyzing polynomial functions
NEXT STEPS
  • Study the implications of the second derivative test in multivariable calculus
  • Learn about the method of Lagrange multipliers for classifying critical points
  • Explore the concept of Hessian matrices and their role in determining local extrema
  • Investigate the behavior of polynomial functions in multiple variables
USEFUL FOR

Students and professionals in mathematics, particularly those studying multivariable calculus, as well as educators looking for methods to classify critical points in functions.

jegues
Messages
1,085
Reaction score
3
I'm having some trouble classifying critical points when the 2nd derivative test fails.

The function is,

[tex]f(x,y) = x^4 - 3x^2y^2 + y^4[/tex]

The only critical point I've found is (0,0). How do I know that this is the only possible critical point?

Anyways, the second derivative test fails for this point, so I've got to classify it another way.

I can try to get a rough idea of what the surface looks like by drawing cross sections, and maybe I can get a good enough picture to classify my point.

Set x=0,

z = y^4

Set y=0,

Z = x^4

So at the bottom sits my critical point and I have to parabolas in the y-z plane and x-z plane.

This makes me think my point may be a relative min.

How can I figure out whether all values of Z are positive or not?

Any ideas/suggestions?
 
Physics news on Phys.org
All lines through the critical point are of the form [tex]y= ax[/tex]. You can consider the values of [tex]z[/tex] along these lines and determine the positivity as a function of the parameter [tex]a[/tex].
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 27 ·
Replies
27
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
1
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 16 ·
Replies
16
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K