Characteristic Roots of Hermitian matrix & skew hermitian

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SUMMARY

The characteristic roots of a Hermitian matrix are definitively real, as established through the properties of self-adjoint linear operators. In contrast, the characteristic roots of a skew Hermitian matrix are either pure imaginary or equal to zero. The proof involves analyzing the eigenvalue equation Hu = λu and the characteristic equation |H - λI|, alongside the definition of Hermitian matrices as those equal to their own conjugate transpose.

PREREQUISITES
  • Understanding of Hermitian matrices and their properties
  • Familiarity with eigenvalues and eigenvectors
  • Knowledge of self-adjoint linear operators
  • Basic concepts of linear algebra, including matrix operations
NEXT STEPS
  • Study the properties of Hermitian matrices in detail
  • Learn about eigenvalue decomposition and its applications
  • Explore the implications of skew Hermitian matrices in quantum mechanics
  • Investigate the relationship between matrix types and their spectral properties
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Students of linear algebra, mathematicians, and anyone studying quantum mechanics or advanced matrix theory will benefit from this discussion.

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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