Diagonalizing a Quadratic Form: x^{2} + 2y^{2} + z^{2} + 2xy + 4xz + 6yz

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Homework Help Overview

The discussion revolves around diagonalizing a quadratic form represented by the expression x² + 2y² + z² + 2xy + 4xz + 6yz. Participants are tasked with identifying the symmetric matrix A associated with this form and finding a non-singular matrix P that diagonalizes A.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to complete the square to simplify the quadratic form and identify eigenvalues but encounters difficulties in finding them. Other participants point out potential sign errors in the characteristic polynomial and discuss the implications of the eigenvalues related to the diagonalization.

Discussion Status

Participants are actively engaging in correcting each other's calculations regarding the characteristic polynomial. There is an ongoing exploration of the eigenvalues, with some suggesting that the original poster may have made errors in their computations. The discussion reflects a collaborative effort to clarify the steps needed to diagonalize the matrix.

Contextual Notes

There are indications of confusion regarding the signs in the characteristic polynomial and the expected eigenvalues, particularly concerning the requirement for them to be 0, 1, and -1. This has led to questioning the validity of the results obtained so far.

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Homework Statement



x^{2} + 2y^{2} + z^{2} + 2xy + 4xz + 6yz

Write down the symmetric matrix A for which the form is expressible as x^{t}Ax where t denotes transpose. Diagonalise each of the forms and in each case find a real non-singular matrix P for which the matrix P^{t}AP is diagonal with entries in {1,-1,0}.

The Attempt at a Solution



I first tried this by completing the square.

<br /> x^{2} + 2y^{2} + z^{2} + 2xy + 4xz + 6yz<br /> = (x + y + 2z)^{2} + y^{2} - 3z^{2} + 2yz<br /> = (x + y + 2z)^{2} + (y + z)^2 - 4z^2<br /> = x_{1}^{2} + x_{2}^{2} - x_{3}^{2}

where

<br /> x_{1} = x + y + 2z,<br /> x_{2} = y + z,<br /> x_{3} = 2z,<br />

However, I just can't seem to find the eigenvalues for this form.

The symmetric matrix A for this quadratic form is

<br /> \[ \left( \begin{array}{ccc}<br /> 1 &amp; 1 &amp; 2 \\<br /> 1 &amp; 2 &amp; 3 \\<br /> 2 &amp; 3 &amp; 1 \end{array} \right)\] <br />

and the characteristic polynomial is given by

<br /> \[ \chi(\lambda) = \left| \begin{array}{ccc}<br /> 1-\lambda &amp; 1 &amp; 2 \\<br /> 1 &amp; 2-\lambda &amp; 3\\<br /> 2 &amp; 3 &amp; 1-\lambda \end{array} \right|.\] <br />

I find this comes to

f(\lambda) = \lambda^{3} - 4(\lambda^2) + 9(\lambda) - 4

which does not factorise -- so I can't get the eigenvalues, and can't form a matrix P. However, I have shown that a diagonal form is possible by completing the square. So surely I ought to be able to find three eigenvalues? Can someone point out where I've gone wrong?

Cheers!
 
Last edited:
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You've misplaced a couple of signs! The coefficient of \lambda is +4+ 1- 4= 1. The correct equation is \lambda^3- 4\lambda^2- \lambda+ 4= 0 which obviously has \lambda- 1 as a factor.
 
HallsofIvy said:
You've misplaced a couple of signs! The coefficient of \lambda is +4+ 1- 4= 1. The correct equation is \lambda^3- 4\lambda^2- \lambda+ 4= 0 which obviously has \lambda- 1 as a factor.

I am obviously brain-dead today. I'm still getting what I got before:

<br /> \[ \chi(\lambda) = \left| \begin{array}{ccc}<br /> 1-\lambda &amp; 1 &amp; 2 \\<br /> 1 &amp; 2-\lambda &amp; 3\\<br /> 2 &amp; 3 &amp; 1-\lambda \end{array} \right|\]<br />

= (1-\lambda)((2-\lambda)(1-\lambda)-9)-(1-\lambda-6)+2(3-2(2-\lambda))
= (1-\lambda)(2-3\lambda+\lambda^{2}-9)-(-\lambda-5)+2(2\lambda-1)
=(1-\lambda)(\lambda^{2}-3\lambda-7)+\lambda+5+4\lambda-2
=(1-\lambda)(\lambda^{2}-3\lambda-7)+5\lambda+3
=\lambda^{2}-3\lambda-7-\lambda^{3}+3\lambda^{2}+7\lambda+5\lambda+3
=-\lambda^{3}+4\lambda^{2}+9\lambda-4
 
Well, that's not exactly what you had before but I messed up also.

The part about "diagonal with entries in {1,-1,0}" implies that the eigenvalues are 0, 1, and -1. But that can't possibly be correct.
 

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