Hessian matrix in taylor expansion help

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Homework Help Overview

The discussion revolves around finding critical points of a function defined by a quadratic form involving a Hessian matrix. The function is expressed in terms of variables x, y, and z, and participants are exploring the implications of the Hessian in relation to determining maxima, minima, or neither at these critical points.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the relationship between the Hessian matrix and critical points, with some suggesting that critical points occur where the partial derivatives equal zero. There is also exploration of solving a system of equations derived from these conditions.

Discussion Status

The discussion is ongoing, with participants confirming the need to solve a system of equations to find critical points. There is a focus on understanding the implications of the Hessian matrix, but no consensus has been reached regarding the nature of the critical points.

Contextual Notes

Participants are working under the assumption that the Hessian matrix is correctly identified and are questioning how to proceed with the analysis of critical points based on the derived equations.

sdevoe
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Homework Statement



Find the critical point(s) of this function and determine if the function has a maxi-
mum/minimum/neither at the critical point(s) (semi colons start a new row in the matrix)

f(x,y,z) = 1/2 [ x y z ] [3 1 0; 1 4 -1; 0 -1 2] [x;y;z]


Homework Equations





The Attempt at a Solution


I'm fairly certain this is the second derivative of a taylor series expansion so 3rd term. So the matrix [3 1 0; 1 4 -1; 0 -1 2] is the Hessian. What I do not know now is how to get the maximum/minimum/neither or the critical points from the hessian.
 
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The critical points are such that all the partial derivatives are 0
 
So does that mean where 3x+y=0, x+4y-z=0, and -y+2z=0?
 
sdevoe said:
So does that mean where 3x+y=0, x+4y-z=0, and -y+2z=0?

yes you are right
 
Confirming that I have to solve it as a system of equations?
 
sdevoe said:
Confirming that I have to solve it as a system of equations?

Yes, of course. That is exactly how critical points are found, in general.

RGV
 
I will get that all the values are equal to zero if I solve that?
 
sdevoe said:
I will get that all the values are equal to zero if I solve that?

Try it and see.

RGV
 

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