Characteristic Roots of Hermitian matrix & skew hermitian

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Homework Help Overview

The discussion revolves around proving properties of characteristic roots related to Hermitian and skew Hermitian matrices in linear algebra.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore definitions of Hermitian matrices and self-adjoint operators, with some expressing uncertainty about how to approach the proofs. There are suggestions to consider eigenvalues and the characteristic equation as starting points for the proofs.

Discussion Status

The discussion includes attempts to clarify definitions and approaches to the proofs. While some participants express confusion, others provide guidance on potential starting points for the proofs. One participant indicates they have successfully completed the proofs, suggesting some progress in the discussion.

Contextual Notes

There is mention of a lack of prior experience with self-adjoint linear operators, which may affect participants' understanding of the topic.

Hala91
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Homework Statement


1)Prove that the characteristic roots of a hermitian matrix are real.
2)prove that the characteristic roots of a skew hermitian matrix are either pure imaginary or equal to zero.

Homework Equations





The Attempt at a Solution

 
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What is the definition of "Hermitian matrix"? Have you worked with "self-adjoint linear operators" yet?
 
A Hermitian matrix (or self-adjoint matrix) is a square matrix with complex entries which is equal to its own conjugate transpose - that is, the element in the ith row and jth column is equal to the complex conjugate of the element in the jth row and ith column, for all indices i and j
NO we haven't worked with it yet...
 
Honestly I have no clue how to prove any of them :S
 
for the first one, start by considering an eigenvalue of H
Hu = \lambda u

or similarly consider the characteristic equation
| H- \lambda I|

consider the hermitian conjugate of either arguments
 
Thanks for your help guys I have proved them earlier this morning :)
 

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