Find orthogonal P and diagonal matrix D

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Homework Help Overview

The problem involves finding an orthogonal matrix P and a diagonal matrix D such that P' A P = D, where A is a given 3x3 matrix. The context is linear algebra, specifically focusing on eigenvalues and eigenvectors.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the process of finding eigenvalues and eigenvectors, with one noting the eigenvalues found and the corresponding diagonal matrix D. Questions arise regarding the necessity of using normalized eigenvectors to form the orthogonal matrix P.

Discussion Status

The discussion includes attempts to clarify the relationship between eigenvectors and the orthogonality of matrix P. Some participants have provided insights into why normalized eigenvectors are preferred, particularly in relation to simplifying the diagonalization process.

Contextual Notes

There is an emphasis on the properties of eigenvectors and the implications of normalization on the diagonalization equation. The original poster expresses confusion regarding the use of normalized versus unnormalized eigenvectors.

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Homework Statement



A= [1 -1 0]
[-1 2 -1]
[0 -1 1]
find orthogonal matrix P and diagonal matrix D such that P' A P = D

Homework Equations





The Attempt at a Solution


i got eigenvalues are 0, 1, 3 which make D=[0 0 0; 0 1 0; 0 0 3]
how to find P. because in my solution they mentioned about normalised eigenvectors.
 
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Find the eigenvectors. The columns of P are the eigenvectors.
 
i know after i got eigenvalues, i can find eigenvectors which is P.
my question is that in my solution, P are normalised eigenvectors. why they use normalised eigenvector instead of the eigenvector?
 
If you used unnormalized eigenvectors the diagonalization equation is P-1AP=D instead of P*AP=D. The inverse is particularly easy to find with normalized eigenvectors. If P is constructed from normalized, orthogonal eigenvectors then P will be an orthogonal matrix, making P-1=P*.
 
thanks, got it
 

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