How Do Unit Quaternions Relate to Spheres and Even-Grade Subalgebras?

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Discussion Overview

The discussion revolves around the relationship between unit quaternions, spheres, and even-grade subalgebras, particularly focusing on their geometric interpretations and distance measures. Participants explore the implications of representing quaternions in different mathematical frameworks, including their connection to the 3-sphere and the nature of distances between them.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • Some participants propose that unit quaternions correspond to points on the \mathcal{S}^3 sphere, while questioning the possibility of representing them as elements of \mathcal{S}^2.
  • Others argue that quaternions can rotate both vectors and planes, highlighting a duality between vectors and bivectors in three-dimensional space.
  • A participant suggests that defining a distance between unit quaternions is more complex than for unit complex numbers, due to the lack of a one-to-one correspondence with \mathcal{S}^2.
  • There is a discussion about using Euclidean distance in four-dimensional space to measure distances between unit quaternions.
  • One participant presents a formula for the geodesic distance between two unit quaternions, which is later questioned by another participant who cites a different approach from the literature.
  • Participants discuss the differences between various inner products used to compute distances and their implications for quaternion geometry.
  • There is an inquiry into whether there is a defined relationship in literature between chord-length and arc-length distances on spheres.
  • Some participants express confusion over the differences in distance calculations and seek clarification on the properties of these distances.

Areas of Agreement / Disagreement

Participants express differing views on the appropriate methods for measuring distances between unit quaternions and the implications of these measurements. There is no consensus on the definitions or relationships between the various distance measures discussed.

Contextual Notes

Limitations include potential misunderstandings of the mathematical definitions and assumptions underlying the distance calculations. The discussion also highlights the complexity of relating different mathematical models and their interpretations.

Who May Find This Useful

This discussion may be of interest to those studying quaternion algebra, geometric algebra, or related fields in mathematics and physics, particularly in the context of rotations and spatial transformations.

mnb96
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Hello,
I read somewhere that the set of unit quaternions identifies the \mathcal{S}^3 sphere.
This makes sense; however, what happens if we consider instead a quaternion as an element of the even-grade subalgebra \mathcal{C}\ell^+_{3,0} ?

Now a unit quaternion is represented as a scalar-plus-bivector p+\mathbf{B}q which can be written in the form cos(\alpha)+\mathbf{B}sin(\alpha) where \alpha is an angle on the plane B.

So why can´t we consider a quaternion as an element of \mathcal{S}^2 instead?
 
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This is exactly how it is nowadays. This way quaternions can rotate both vectors and planes (or axial vectors) by just one simple formula. In other words: quaternions are Hodge dual to vectors:
\mathbf{B}=i\mathbf{b}=\star \mathbf{b}, where i=e_1e_2e_3 is in the center of the algebra with i^2=-1.
 
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Thanks arkajad!
if I understood correctly, here the interesting observation is that in 3 dimensional space (only!) the dual of a vector is indeed a bi-vector (and vice-versa) => there is a one-to-one correspondence between planes and their normal-vectors.

However, let's say that now, we want to define a distance between unit-quaternions.
In the case of unit complex numbers this is easy, because we know that each unit complex number identifies one point on the \mathcal{S}^1 sphere: the unit circle.

When dealing with unit-quaternions I guess we are forced to consider them as elements of the \mathcal{S}^3 sphere and use (for example) the shortest-arc on the 3-sphere as distance measure. This is because there is not necessarily a one-to-one corrspondence between unit-quaternions and points on the \mathcal{S}^2 sphere.

Is this correct?
 
Well, you can take the distance from the 4-dimensional Euclidean space.
 
thanks arkajad!
so, summarizing: the equivalent of the unit-circle for complex numbers is the 3-sphere for unit-quaternions.

It is true that we can indeed use the euclidean distance.
I wouldn't want to go too much off-topic, but is there a "mathematical definition" to express the relationship between the shortest arc on the sphere, and the euclidean distance between point on the sphere?
 
I wrote originally:

You can look at it in a different way. Each unit quaternion is just four real numbers with squares adding to 1. So, you can associate with it a quantum vector state of a qubit. If |q>,|q'> are such states then, assuming q and q' are not too far from each other, the geodesic distance D(q,q') is given by the formula

\cos^2(D(q,q'))=|<q|q'>|^2

To relate it to physics - see, for instance, "http://arxiv.org/abs/quant-ph/0509017" ", Eq. (13).


But no, that was wrong!

From my calculations the geodesic distance between two unit quaternions q,q' is given by:

D(q,q')=\arccos (|1-\frac12||q-q'||^2|)

See the attached extract from Hanson, "Visualizing quaternions".
 

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Uhm...
I am bit confused now.

The formula that is shown on the scanned page is different than yours: Hanson basically computes the scalar product between two (unit?) quaternions and says that it is the cosine of the angle between them. He uses the ordinary "euclidean inner product".

You instead seem to use the inner-product commonly associated with the conformal model of geometric algebra \mathcal{C}\ell_{4,1}, which is: -\frac12(q-p)^2. Then you say that the cosine of the angle is "1 minus the inner product".

What is the difference/advantages/disadvantages between the two?
Personally, I was even thinking of using the bare Euclidean distance between points on the 3-sphere. it works for both the unit circle in 2D and the unit sphere in the 3D.
 
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Simple calculation in the 4d Euclidean space :

||q-p||^2=(q-p,q-p)=||q||^2+||p||^2-2(p,q)=2(1-(p,q))

You can calculate |(p,q)| from this.
 
Ops...Sorry!
I should have not missed that!
I am evidently tired at this time in the evening :)
You compute the d(q,q') which is a chord-length and then simply retrieve the arc-length.
Now everything is clear.
Thanks a lot!


One very last thing: when we consider the two aforementioned distances, chord-length and arc-length (respectively d_c and d_a), are these distances "said to be something"?
In other words, is there a definition in the literature to denote two distances which have the property d_c(x,y)\leq d_c(x,z) \Leftrightarrow d_a (x,y)\leq d_a (x,z) for all x,y,z

Thanks again, you fully answered my original question.
 
  • #10
Well, look at the graph of the function f(d)=\arccos(1-d^2/2),\quad 0<d<1

You see that d_1<d_2 iff f(d_1)<f(d_2) - the derivative being positive!. So at least there you have what you need.
 

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  • #11
Yes, my question was essentially:
- is there a name in literature to call two distances that satisfy that property?

Perhaps, equivalent distances ? I'm just guessing.
 
  • #12
I don't know that. Sorry. Or, I would say: one is locally majorized by the other.
 
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  • #13
No problem,
it was not important. I was just curious. As I mentioned you already fully answered the main question.

Thanks!
 

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