Analysis of Skew-Adjoint Matrices and their Exponential Maps, Exercises of Classical and Relativistic Mechanics

The properties of skew-adjoint matrices and their exponential maps, demonstrating that they belong to the special orthogonal group so(n) and form a lie algebra. The text also discusses the concept of a flow generated by an observable and provides an example of angular momentum in three dimensions.

Typology: Exercises

2011/2012

Uploaded on 07/19/2012

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n!
(This series always converges.) Some easy calculations show that
exp((s+t)A) = exp(sA) exp(tA)
for all s, t R. Also, the entries of the matrix exp(tA) are smooth functions of tR.
1. Suppose that Ais skew-adjoint, meaning A=A. Show that exp(tA)O(n) for all tR.
The group O(n) includes both rotations and reflections. In particular, O(n) consists of two connected
components the component where det(R) = 1 and the component where det(R) = 1. We define
the rotation group or special orthogonal group SO(n) to be the subgroup consisting of all
RO(n) with det(R) = 1. This subgroup only includes rotations. A continuous curve can never
go from one component to another. So, if Ais skew-adjoint, exp(tA) must actually lie in SO(n) for
all t.
We define so(n) to be the set of all skew-adjoint real n×nmatrices. This set so(n) is actually a Lie
algebra, since it is a vector space closed under the bracket operation [x, y] = xy yx. It is called
the Lie algebra of the rotation group.
Now, let R2nbe the phase space for a particle in Rn. A point (q, p)R2ndescribes the particle’s
position qRnand momentum pRn. The algebra of smooth real-valued functions C(R2n)
becomes a Poisson algebra with
{F, G}=
n
X
i=1
∂F
∂pi
∂G
∂qi
∂G
∂pi
∂F
∂qi
.
2. Given Aso(n), let
φ:R×R2nR2n
be given by
φ(t, q, p) = (exp(tA)q, exp(tA)p).
Using the facts I’ve told you, show that φis a flow.
1
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n!

(This series always converges.) Some easy calculations show that

exp((s + t)A) = exp(sA) exp(tA)

for all s, t ∈ R. Also, the entries of the matrix exp(tA) are smooth functions of t ∈ R.

  1. Suppose that A is skew-adjoint, meaning A∗^ = −A. Show that exp(tA) ∈ O(n) for all t ∈ R.

The group O(n) includes both rotations and reflections. In particular, O(n) consists of two connected components — the component where det(R) = 1 and the component where det(R) = −1. We define the rotation group or special orthogonal group SO(n) to be the subgroup consisting of all R ∈ O(n) with det(R) = 1. This subgroup only includes rotations. A continuous curve can never go from one component to another. So, if A is skew-adjoint, exp(tA) must actually lie in SO(n) for all t.

We define so(n) to be the set of all skew-adjoint real n × n matrices. This set so(n) is actually a Lie algebra, since it is a vector space closed under the bracket operation [x, y] = xy − yx. It is called the Lie algebra of the rotation group.

Now, let R^2 n^ be the phase space for a particle in Rn. A point (q, p) ∈ R^2 n^ describes the particle’s position q ∈ Rn^ and momentum p ∈ Rn. The algebra of smooth real-valued functions C∞(R^2 n) becomes a Poisson algebra with

{F, G} =

∑^ n

i=

∂F

∂pi

∂G

∂qi

∂G

∂pi

∂F

∂qi

  1. Given A ∈ so(n), let φ: R × R^2 n^ → R^2 n

be given by φ(t, q, p) = (exp(tA)q, exp(tA)p).

Using the facts I’ve told you, show that φ is a flow.

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(For example, in 3 dimensions, this flow would rotate both the position and the momentum about some axis.)

  1. Given A ∈ so(n), define an observable F ∈ C∞(R^2 n^ by

F (q, p) =

∑^ n

i,j=

Aij (qipj − qj pi).

Show that some multiple of F generates the flow φ defined above.

(I say ‘some multiple’ because you may need a factor of 12 or a minus sign or something in front of F to make this calculation work. I leave that to you!)

The moral: The observable that generates the flow φ is called angular momentum in the A direction. But beware: A is not a vector in Rn! It’s a matrix in so(n)! For n = 3 we have an isomorphism so(n) ∼= Rn

so we can talk about angular momentum in some direction v ∈ Rn. But, this is not true in any other dimension (except n = 0)!

  1. When n = 3, the observable F (q, p) = q 1 p 2 − q 2 p 1

is usually called angular momentum in the z direction and denoted Jz. What flow does this observable generate?

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