Orthogonal Diagonalization of a Symmetric Matrix

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Homework Help Overview

The discussion revolves around the orthogonal diagonalization of a symmetric matrix, specifically a 3x3 matrix with repeated eigenvalues. Participants are exploring the process of finding eigenvalues and eigenvectors, as well as the implications of the matrix's symmetry on diagonalization.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to find the eigenvalues and eigenvectors of the matrix but questions the correctness of their eigenvalue calculation and the process of constructing the matrix P for diagonalization.
  • Some participants question the eigenvalue results and suggest re-evaluating the polynomial derived from the determinant.
  • Others discuss the application of the rational root theorem to find potential roots of the characteristic polynomial.

Discussion Status

The discussion is ongoing, with participants actively questioning assumptions about eigenvalues and exploring methods to solve the characteristic polynomial. There is no explicit consensus yet, but guidance has been offered regarding the rational root theorem and the need to clarify eigenvalues.

Contextual Notes

Participants are working under the constraints of homework rules, which may limit the amount of direct assistance they can provide to one another. The original poster's calculations and assumptions are being scrutinized, indicating a need for careful verification of steps taken in the problem-solving process.

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Homework Statement



Orthogonally diagonalize the matrix:
| 2 1 1|
| 1 2 1|
| 1 1 2|


Homework Equations



Since this only has three of the same eigenvalues ( lambda = 2), how do i use
A = PD(P^t)? What is P?

After row reduction, I got x = y = z = 1. This would give me the first column of P, but what about the other two columns?


The Attempt at a Solution



This is a symmetric matrix and the eigen values are lambda = 2,2,2

solving (2I - A)x = 0 i get | 0 1 1 |
| 1 0 1 |
| 1 1 0 |

After row reduction: | 1 0 0 |
| 0 1 0 |
| 0 0 1 |

Which means x = y = z = 1?
 
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To start out with, the eigenvalues aren't 2,2,2. Try that again. What are they? Next you have to find the eigenvectors.
 
| (lambda - 2) 1 1 |
| 1 (2-lambda) 1 |
| 1 (2-lambda) 1 |

Taking the determinant, i get: -L^3 + 6L^2 - 9L + 4

How do i solve this?
 
Well, you don't "solve" a polynomial, you solve an equation. What you mean, of course is solve [itex]-\lambda^3 + 6\lambda^2 - 9\lambda + 4= 0[/itex]

By the "rational root theorem", the only rational roots, if it has any, must be [itex]\pm 1[/itex], [itex]\pm 2[/itex], [itex]\pm 4[/itex], the integer factors of 4. Try those. It is always a good idea to try the simple things first!
 

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