Linear Algebra- find an orthogonal matrix with eigenvalue=1 or -1

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Homework Help Overview

The discussion revolves around finding an orthogonal matrix that has eigenvalues other than 1 or -1. Participants are exploring the properties of orthogonal matrices and the implications of their eigenvalues.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants are considering the definition of orthogonal matrices and their properties, including the requirement for eigenvalues. There is mention of exploring 1x1 and 2x2 matrices, with some questioning the possibility of non-real eigenvalues.

Discussion Status

Some participants are actively engaging with the problem, suggesting specific matrix forms and discussing their properties. There is a recognition that the original poster is struggling with the concept, while others are providing examples and clarifying the requirements.

Contextual Notes

There is a note about the potential misplacement of the thread in the forum, indicating a broader context of mathematical discussion that may include calculus concepts.

RossH
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Homework Statement


I have to find an orthogonal matrix with an eigenvalue that does not equal 1 or -1. That's it. I'm completely stumped.

Homework Equations


An orthogonal matrix is defined as a matrix whose columns are an orthonormal basis, that is they are all orthogonal to each other and each vector has length 1. These matrices have the property that their inverse is the same as their transpose. I don't think their are any other equations.

The Attempt at a Solution


My professor claims that this is possible. So far I thought about a 1x1 matrix, as that is defined as each vector being orthogonal to each other, but the vector only has length 1 if the matrix is [1] or [-1]. And rectangular matrices don't have inverses. I'm stumped.
 
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RossH said:

Homework Statement


I have to find an orthogonal matrix with an eigenvalue that does not equal 1 or -1. That's it. I'm completely stumped.

Homework Equations


An orthogonal matrix is defined as a matrix whose columns are an orthonormal basis, that is they are all orthogonal to each other and each vector has length 1. These matrices have the property that their inverse is the same as their transpose. I don't think their are any other equations.

The Attempt at a Solution


My professor claims that this is possible. So far I thought about a 1x1 matrix, as that is defined as each vector being orthogonal to each other, but the vector only has length 1 if the matrix is [1] or [-1]. And rectangular matrices don't have inverses. I'm stumped.
See if you can cook up a 2x2 matrix that is orthogonal and whose eigenvalues are neither 1 nor -1. Don't limit yourself to real eigenvalues.
 
BTW, this really should be in the Calculus & Beyond section.
 
Mark44 said:
See if you can cook up a 2x2 matrix that is orthogonal and whose eigenvalues are neither 1 nor -1. Don't limit yourself to real eigenvalues.

Thanks for the help. I found one:
1/sqrt2 -1/sqrt2
1/sqrt2 1/sqrt2

It's orthogonal and has nonreal eigenvalues. Sorry about putting this post in the wrong forum. I always thought of linear algebra as being a "lower" math than calculus.
 

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