Normalization of an Eigenvector in a Matrix

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SUMMARY

The discussion focuses on the normalization of eigenvectors in complex vector spaces, specifically addressing the vector ##(1, i)## and its normalization factor of ##\frac{1}{\sqrt{2}}##. This factor is essential in quantum mechanics (QM) for ensuring that vectors represent valid states. The normalization process is independent of the sine and cosine values associated with 45 degrees, as the normalization factor varies based on the vector's magnitude. The importance of normalization in QM is emphasized, as it ensures that vectors maintain physical significance.

PREREQUISITES
  • Understanding of complex vector spaces, particularly ##\mathbb{C}^2##.
  • Familiarity with linear algebra concepts, including eigenvectors and their properties.
  • Knowledge of normalization techniques in quantum mechanics.
  • Basic understanding of Hilbert spaces and their applications in physics.
NEXT STEPS
  • Study the process of normalizing vectors in quantum mechanics.
  • Learn about the properties of Hilbert spaces and their role in quantum theory.
  • Explore the significance of eigenvalues and eigenvectors in linear algebra.
  • Investigate the mathematical foundations of complex vector spaces.
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Students of quantum mechanics, physicists, mathematicians, and anyone interested in the mathematical foundations of quantum theory and linear algebra.

Dwye
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TL;DR
I am working through some linear algebra questions in the Griffith's Book "Introduction to Quantum Mechanics", and I am unsure why a constant of 1/sqrt(2) is added into the answer.
I understand that the question is detailing a rotation about axis x & y, and that 1/sqrt(2) is the value of 45 degrees for both Sin and Cos, is this the reason for the addition; a generalization?
In fact I have seen this number quite a lot in Quantum Mechanics, is there something more to this number?
ProblemA.18.JPG
AnswerA.18.JPG
 
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Do you know, how to get the norm of a vector in ##\mathbb{C}^2## or, more generally, how to define a scalar product on a complex vector space? It's very important to get these concepts right, before starting to study quantum theory, for which you need the "infinite-dimensional version" of these ideas, the socalled (separable) Hilbert space (more precisely what physicists do with this is rather the extension to a "rigged Hilbert space").
 
Dwye said:
Summary:: I am working through some linear algebra questions in the Griffith's Book "Introduction to Quantum Mechanics", and I am unsure why a constant of 1/sqrt(2) is added into the answer.
I understand that the question is detailing a rotation about axis x & y, and that 1/sqrt(2) is the value of 45 degrees for both Sin and Cos, is this the reason for the addition; a generalization?
In fact I have seen this number quite a lot in Quantum Mechanics, is there something more to this number?

The vector ##(1, i)## has magnitude ##\sqrt 2##, so Griffiths decided to normalise it. The question doesn't actually ask for a normalised eigenvector, so ##(1, i)## would be just as valid an answer.

In QM it's generally a good idea to normalise vectors. The factor here has nothing directly to do with being the sine of ##45°##. If the eigenvector were ##(1, 2i)##, then the normalisation factor would be ##\frac 1 {\sqrt{5}}##.
 
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PeroK said:
The vector ##(1, i)## has magnitude ##\sqrt 2##, so Griffiths decided to normalise it. The question doesn't actually ask for a normalised eigenvector, so ##(1, i)## would be just as valid an answer.

In QM it's generally a good idea to normalise vectors. The factor here has nothing directly to do with being the sine of ##45°##. If the eigenvector were ##(1, 2i)##, then the normalisation factor would be ##\frac 1 {\sqrt{5}}##.
PeroK said:
The vector ##(1, i)## has magnitude ##\sqrt 2##, so Griffiths decided to normalise it. The question doesn't actually ask for a normalised eigenvector, so ##(1, i)## would be just as valid an answer.

In QM it's generally a good idea to normalise vectors. The factor here has nothing directly to do with being the sine of ##45°##. If the eigenvector were ##(1, 2i)##, then the normalisation factor would be ##\frac 1 {\sqrt{5}}##.
Thank you very much!
 

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