Angles between complex vectors

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SUMMARY

This discussion focuses on calculating angles between complex 4-dimensional vectors in the context of complex vector spaces. Two primary methods are highlighted: using the Euclidean angle defined by the relation cos(Θ(A,B)) = (A,B)/|A||B| in ℝ^8, and the Hermitian angle defined by cos(Θ_c(A,B)) = (A,B_C)/|A||B| in ℂ^4. The discussion also emphasizes the importance of the Hermitian inner product and its implications for defining angles in complex spaces, including the distinction between Euclidean and Hermitian angles. Additionally, the concept of orthonormal bases and their role in decomplexification is addressed.

PREREQUISITES
  • Understanding of complex vector spaces, specifically ℂ^4
  • Familiarity with inner product spaces, including Hermitian and Euclidean inner products
  • Knowledge of orthonormal bases and decomplexification processes
  • Basic grasp of Hilbert spaces and their properties
NEXT STEPS
  • Study the properties of Hermitian inner products in ℂ^4
  • Learn about the concept of decomplexification and its applications in vector spaces
  • Explore the implications of angles in complex Hilbert spaces ℏ_N
  • Research the relationship between complex angles and their real counterparts in ℝ^8
USEFUL FOR

Mathematicians, physicists, and computer scientists working with complex vector spaces, particularly those involved in quantum mechanics and linear algebra applications.

Physgeek64
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So I was trying to learn how to find the angle between two complex 4-dimensional vectors. I came across this paper, http://arxiv.org/pdf/math/9904077.pdf which I found to be a little confusing and as a result not overly helpful. I was wondering if anyone could help at all?

Many thanks in advance :)
 
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Assuming that you have a ##4## dimensional complex vector space ##V_{\mathbb{C}}## you have essentially two possibility, You can consider the complex space isometric to the real space ##\mathbb{R}^{8}## so you have the relation for the Euclidean angle ##\Theta##:

\cos{\Theta(A,B)}=\frac{(A,B)}{|A||B|}

where ##(,)## is the product in ##\mathbb{R}^{8}## or you can consider your complex space isometric to ##\mathbb{C}^{4}## and have the relation for the Hermitian angle ##\Theta_{c}##:

\cos{\Theta_{c}(A,B)}=\frac{(A,B)_{\mathbb{C}}}{|A||B|}

where now ##(,)_{\mathbb{C}}## is the hermitian product on ## \mathbb{C}^{4}##. Defining and almost complex structure you can have other kind of angles (Kahler) but depends what you need ... the last part of the article works in order to find relations between these kind of angles ...
 
Just to expand on the Euclidean and Hermitian angles, since complex angles can be a bit confusing: if a Hermitian (complex) inner product is defined on ##\mathbb{C}^{4}##, then the complex angle between two complex vectors ##v## and ##w## is defined as

$$\cos\theta_{c}\equiv\frac{\left\langle v,w\right\rangle }{\left\Vert v\right\Vert \left\Vert w\right\Vert }.$$

Both the angle and its cosine are in general complex. The Euclidean angle is defined by taking the real part of the cosine, to get a real angle:

$$\cos\theta_{E}\equiv\frac{\mathrm{Re}\left(\left\langle v,w\right\rangle \right)}{\left\Vert v\right\Vert \left\Vert w\right\Vert }.$$

If we take an orthonormal basis in ##\mathbb{C}^{4}## based on the Hermitian inner product, this gives an orthonormal basis of ##\mathbb{R}^{8}## via decomplexification (removing the possibility of complex multiplication of scalars), which in turn defines a real inner product on ##\mathbb{R}^{8}##. The Euclidean angle is equal to the angle between the vectors under this decomplexification. Note that a Euclidean angle of ##\pi/2## does not ensure a vanishing Hermitian inner product.

If we instead take the modulus (absolute value) of the cosine, this defines the Hermitian angle, which is again real:

$$\cos\theta_{H}\equiv\frac{\left|\left\langle v,w\right\rangle \right|}{\left\Vert v\right\Vert \left\Vert w\right\Vert }.$$

This angle, just like the angle in Euclidean space, is the ratio of the orthogonal projection of ##v## onto ##w## over the norm of ##v## (or the reverse). However, it's important to remember that the orthogonal projection here uses the Hermitian inner product, so that parallel vectors in ##\mathbb{C}^{4}## may be orthogonal using the corresponding real inner product in ##\mathbb{R}^{8}##.

More details here: https://www.mathphysicsbook.com/mathematics/abstract-algebra/generalizing-vectors/norms-of-vectors/
 
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Likes   Reactions: Greg Bernhardt
Hello everybody, nice answers.
I was wondering if I can write down the angle between two states in a complex Hilbert space ##\mathcal{H}_N## of any dimension. I know that the distance ##|d|## between the state ##|\psi\rangle## and the state ##|\phi\rangle## would be
$$|d\rangle = |\psi\rangle - |\phi\rangle \: ,$$
and then
$$|d| = \sqrt{\langle d | d \rangle} \: .$$
Am I right? But what about the angle?
Thank you so much :biggrin:
 

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