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

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SUMMARY

The discussion centers on finding an orthogonal matrix with eigenvalues that are neither 1 nor -1. An orthogonal matrix is defined by its columns forming an orthonormal basis, meaning they are mutually orthogonal and each vector has a length of 1. A successful example provided is the 2x2 matrix: 1/sqrt(2) -1/sqrt(2) 1/sqrt(2) 1/sqrt(2), which possesses non-real eigenvalues. This demonstrates that it is indeed possible to construct such matrices.

PREREQUISITES
  • Understanding of orthogonal matrices and their properties
  • Familiarity with eigenvalues and eigenvectors
  • Basic knowledge of linear algebra concepts
  • Ability to perform matrix operations and calculations
NEXT STEPS
  • Study the properties of orthogonal matrices in detail
  • Learn about eigenvalues and eigenvectors in the context of complex matrices
  • Explore the implications of non-real eigenvalues in linear transformations
  • Investigate other examples of orthogonal matrices with distinct eigenvalues
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators seeking to enhance their understanding of orthogonal matrices and eigenvalue theory.

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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