Still wondering exp(so(N)) and SO(N)

  • Thread starter jostpuur
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In summary: So every element of G is an exponential image of an element of \mathfrak{g} .Since there is no specific question being asked in this conversation, it is difficult to provide a summary. However, the conversation revolves around the topic of proving the equality of ##e^{\mathfrak{so}(N)}## and ##\textrm{SO}(N)## in the cases of ##N=2,3,4,5,6...##. The conversation also discusses the definitions and properties of ##\textrm{SO}(N)## and ##\mathfrak{so}(N)##, as well as the surjectivity of the exponential map in compact Lie groups.
  • #1
jostpuur
2,116
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I still don't know whether

[tex]
e^{\mathfrak{so}(N)}=\textrm{SO}(N)
[/tex]

is true or not with certainty. Somebody, please, prove this.

Obviously I know

[tex]
e^{\mathfrak{so}(N)}\subset\textrm{SO}(N)
[/tex]

so that's not the problem. I have managed to prove the equality in cases N=2,3, but the cases N=4,5,6,... have remained a mystery to me.

In my attempts to prove the equality, I think I have managed to prove a relation

[tex]
\textrm{SO}(N)\subset e^{\mathfrak{su}(N)}
[/tex]

through diagonalization of the rotation matrix, and this looks interesting, but hasn't resolved the original problem.
 
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  • #2
It should be true, because ##SO(n)## is connected, and ##e^{\mathfrak{so}(n)}## should give the component connected to the identity.

There must be some easy simplification that will give you the answer you want. However, it is difficult to figure out what you mean by "prove". In particular, from what assumptions, definitions, etc., are you starting?
 
  • #3
Ben Niehoff said:
It should be true, because ##SO(n)## is connected, and ##e^{\mathfrak{so}(n)}## should give the component connected to the identity.

I have investigated this direction. A Corollary 0.20 in Anthony W. Knapp's book Lie Groups Beyond an Introduction states that If [itex]G[/itex] is a closed linear group and [itex]\mathfrak{g}[/itex] is its Lie algebra, then [itex]\exp\mathfrak{g}[/itex] generates the identity component [itex]G_0[/itex]

Therefore, if we know that [itex]\textrm{SO}(N)[/itex] is connected, we also know that [itex]e^{\mathfrak{so}(N)}[/itex] is a set that generates the [itex]\textrm{SO}(N)[/itex]. This implies that [itex]e^{\mathfrak{so}(N)}[/itex] will be equal to [itex]\textrm{SO}(N)[/itex] precisely if it is a group. So how do you prove that [itex]e^{\mathfrak{so}(N)}[/itex] is a group? You must prove that for all [itex]X,Y\in\mathfrak{so}(N)[/itex] there exists a [itex]Z\in\mathfrak{so}(N)[/itex] such that [itex]e^Xe^Y=e^Z[/itex]. This looks like precisely as difficult as [itex]\textrm{SO}(N)\subset e^{\mathfrak{so}(N)}[/itex], so this result about generating the identity component isn't resolving the issue.

However, it is difficult to figure out what you mean by "prove". In particular, from what assumptions, definitions, etc., are you starting?

I mean proving like proving in mathematics.

The definitions are

[tex]
\textrm{SO}(N) = \big\{A\in\mathbb{R}^{N\times N}\;\big|\; \det(A)=1,\;\;A^{-1}=A^T\big\}
[/tex]

[tex]
\mathfrak{so}(N) = \big\{X\in\mathbb{R}^{N\times N}\;\big|\; X+X^T=0\big\}
[/tex]

[tex]
e^X = \sum_{n=0}^{\infty}\frac{1}{n!}X^n
[/tex]
 
  • #4
It is certainly true that the exponential is surjective here but the previous post is missing one of the reasons why. The fact that [itex] SO(n) [/itex] is connected only implies that [itex] exp(\mathfrak{so(n)}) [/itex] is contained in the identity component of [itex] SO(n) [/itex]. To further conclude that it is all of the identity component requires the additional fact that [itex] SO(n) [/itex] is also compact.

If you want an elementary proof of surjectivity using just the matrix exponential and some standard forms of matrices, try theorem 14.2.2 in the following notes:
http://www.cis.upenn.edu/~cis610/geombchap14.pdf
.
 
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Likes dextercioby and jostpuur
  • #5
Do you know what book that extract is from?
 
  • #6
I believe it is "Geometric Methods and Applications: For Computer Science and Engineering" by Jean Gallier. If you want to backtrack to the proofs of the various normal forms he uses to get surjectivity, they are also posted on his website:
http://www.cis.upenn.edu/~cis610/geombchap11.pdf
.

Also the abstract proof that exp is surjective for any any connected compact Lie group, at least the way I've seen it done, is by appealing to some theorems from Riemannian geometry so I kind of doubt there will be any simple way to show that [itex] exp (\mathfrak{g}) [/itex] is a group as you were suggesting in a previous post.

A brief sketch of the usual proof starts out by observing that every compact Lie group can be given a bi-invariant Riemannian metric (just take left/right translates of a nondegenerate, positive definite, Ad-invariant bilinear form on the Lie algebra .) By the Hopf-Rinow theorem [itex] G [/itex] is geodesically complete so you can connect any [itex] g\in G [/itex] to the identity using a geodesic. Then show that the geodesics of [itex] G [/itex] are precisely left/right translates of one parameter subgoups of [itex] G [/itex]. Hence the geodesic connecting the identity to [itex] g\in G [/itex] is of the form [itex] \mathrm{exp(tX)} [/itex] for some [itex] X\in \mathfrak{g} [/itex] and therefore [itex] g =\mathrm{exp}(X) [/itex].
 

FAQ: Still wondering exp(so(N)) and SO(N)

What is exp(so(N))?

Exp(so(N)) refers to the exponential of the special orthogonal group SO(N), which is a mathematical group representing rotations in N-dimensional space. The exponential of a group is a way of "adding" or "combining" elements of the group to create new elements.

How is SO(N) related to rotations?

SO(N) is a group that represents rotations in N-dimensional space. This means that any rotation in N-dimensional space can be represented by an element in SO(N), and any element in SO(N) can be interpreted as a rotation in N-dimensional space.

What does the "exp" part mean?

The "exp" in exp(so(N)) stands for "exponential," which is a mathematical function that can be applied to groups. In this case, it is used to combine elements of the SO(N) group to create new elements.

Why is exp(so(N)) important in science?

Exp(so(N)) is important in science because it allows for the representation and manipulation of rotations in N-dimensional space, which are essential in many scientific fields, such as physics, chemistry, and engineering. It also has applications in areas such as computer graphics and computer vision.

How is exp(so(N)) calculated or implemented?

The calculation or implementation of exp(so(N)) depends on the specific context and application. In general, it involves using matrix operations and special functions such as the matrix exponential, which is a function that maps matrices to other matrices. There are also various algorithms and numerical methods that can be used to approximate the exponential of a group.

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