Solving Eigenvalues of Hessian Matrix

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Homework Help Overview

The discussion revolves around finding the eigenvalues of a Hessian matrix derived from a given function g(x,y) = x^3 - 3x^2 + 5xy - 7y^2. Participants are exploring the setup and calculations involved in determining these eigenvalues.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the derivation of the Hessian matrix and the subsequent equation for eigenvalues. There are questions about numerical errors in the Hessian and the method for solving the resulting quadratic equation. Some participants express uncertainty about the notation and the evaluation of the Hessian at specific points.

Discussion Status

The discussion is ongoing, with participants raising questions about their calculations and the interpretation of the Hessian matrix. Some guidance has been offered regarding the approach to finding eigenvalues, but there is no explicit consensus on the correct method or interpretation yet.

Contextual Notes

Participants are working under the constraints of homework rules, which may limit the amount of direct assistance they can receive. There is also a noted uncertainty regarding the correct values in the Hessian matrix and how to evaluate it at specific points.

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g(x,y) = x^3 - 3x^2 + 5xy -7y^2

Hessian Matrix =

6x-6******5

5********-7

Now I have to find the eigenvalues of this matrix, so I end up with the equation (where a = lambda)

(6x - 6 - a)(-7 - a) - 25 = 0

Multiplying out I get:

a^2 - 6xa + 13a - 42x + 17 = 0

How am I supposed to solve for a? Usually I just use the quadratic formula for my eigenvalues..

Should I take a third row/ column for my hessian matrix?
 
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First off, you have a numerical error in your Hessian. Double check your derivation.

To find the eigenvalues, just solve for a as you would normally (i.e., the eigenvalues will be functions of x).
 
http://img229.imageshack.us/img229/2286/hesssn5.jpg

That's the whole question, I assume I'm doing something wrong because my roots of the quadratic for lamba is very complicated.

And yes thankyou I changed my -7 value in my hessian for -14
 
Last edited by a moderator:
So, what is H(0,0)?
 
D H said:
So, what is H(0,0)?

I've no idea :D this is the 1st hessian question I've ever done, i also previosuly made a thread in the same section about what this notation meant, because I'm not too sure.

Do I just plug in x= 0 and y=0?

So my hessian would be:

-6*****5

5*****-14
 

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