How Do You Solve Second Order Partial Derivatives at Critical Points?

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Homework Help Overview

The discussion revolves around finding the second order partial derivatives of the function f(x,y) = 8x^4 + y^4 - 2xy^2 at critical points where the first order partial derivatives are zero. Participants are exploring the implications of these derivatives in the context of critical point analysis.

Discussion Character

  • Exploratory, Problem interpretation, Assumption checking

Approaches and Questions Raised

  • Participants discuss the calculation of first and second order partial derivatives and express uncertainty about how to proceed after finding the first derivatives. There is an exploration of setting the first derivatives to zero to find critical points, leading to a system of equations.

Discussion Status

Several participants have engaged in solving the system of equations derived from setting the first derivatives to zero. There is acknowledgment of the complexity involved in finding solutions, with some participants successfully identifying critical points and discussing their corresponding values.

Contextual Notes

Participants mention the challenge of solving the equations and the potential for complex solutions, indicating a need for further clarification on the nature of the solutions. There is also a reference to literature that may not have provided the necessary guidance.

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Homework Statement


Let f(x,y)= 8x[tex]^{4}[/tex] + y[tex]^{4}[/tex] -2xy[tex]^{2}[/tex], what is [tex]\partial^{2} f[/tex]/[tex]\partial x^{2}[/tex] and [tex]\partial^{2} f[/tex]/[tex]\partial y^{2}[/tex] for the points where [tex]\partial f[/tex]/[tex]\partial x[/tex] = [tex]\partial f[/tex]/[tex]\partial y[/tex] = 0?

Homework Equations





The Attempt at a Solution


The first partial derivative with respect to x: is 32x[tex]^{3}[/tex] - 2y[tex]^{2}[/tex]
and the second with respect to x is: 96x[tex]^{2}[/tex]

The first with respect to y is: 4y[tex]^{3}[/tex] - 4xy
The second with respect to y is: 12y[tex]^{2}[/tex] - 4x

And this is where I get stuck. I have no clue of how to continue from here, and I have tried to find rules for this kind of operation in Boas Mathematical methods in the physical sciences... Maybe I have the wrong literature...
 
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You found

[tex]\frac{\partial f}{\partial x} = 32x^3-2y^2, ~\frac{\partial f}{\partial y} = 4y^3-4xy.[/tex]

Can you find the points where they are both zero?
 
fzero said:
You found

[tex]\frac{\partial f}{\partial x} = 32x^3-2y^2, ~\frac{\partial f}{\partial y} = 4y^3-4xy.[/tex]

Can you find the points where they are both zero?

This is actually where I got stuck. I should put them both equal to zero, and i believe i would end up with an equation system with two unknowns?
 
Last edited:
but solving for either seems to be a bit complex...
 
So, no. I can't find the points where they are both zero. Not without help.
 
So we got the system

[tex] \left\{ \begin{array}{l}<br /> 16x^3=y^2\\<br /> y^3=xy<br /> \end{array}\right.[/tex]

If y is zero, then from the first equation follows that also x is zero. So (0,0) is a solution.
If y is nonzero, then we got the equation

[tex] \left\{ \begin{array}{l}<br /> 16x^3=y^2\\<br /> y^2=x<br /> \end{array}\right.[/tex]

So we have that [tex]16x^3=x[/tex]. This gives us x=0 or x=1/4 or x=-1/4. You can now easily see what the corresponding y-values are.
 
micromass said:
So we got the system

[tex] \left\{ \begin{array}{l}<br /> 16x^3=y^2\\<br /> y^3=xy<br /> \end{array}\right.[/tex]

If y is zero, then from the first equation follows that also x is zero. So (0,0) is a solution.
If y is nonzero, then we got the equation

[tex] \left\{ \begin{array}{l}<br /> 16x^3=y^2\\<br /> y^2=x<br /> \end{array}\right.[/tex]

So we have that [tex]16x^3=x[/tex]. This gives us x=0 or x=1/4 or x=-1/4. You can now easily see what the corresponding y-values are.

Ouch...yep, needed to sleep on it. I recently came up with a similar solution. Thank you very much for the help.
 
Ok so here goes, if x=0, then y=0 (0;0)
if x=.25, then y=.5 or -.5 (both satisfy the equations) (0.25;-0.5) and (0.25;0.5)
if x=-.25, then y=has only imaginary (or is it complex?) solutions.

For the y''=96x^2=0 for (0;0) and y''=6 if x=0.25

For the other partial:
12y^2-4x= 0 at (0;0)
12y^2-4x=2 at (0.25;0.5)
12y^2-4x=2 at (0.25;-0.5)

Can someone confirm this for me?
 
Seems alright...
 
  • #10
micromass said:
Seems alright...

Thank you very much for your help. This is one the best forums ever :)
 

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