
TL;DR
This paper constructs a Poisson map linking a canonical Hamiltonian system to heavy top dynamics, revealing conserved quantities and developing a Lie--Poisson integrator that preserves these invariants.
Contribution
It introduces a new Poisson map derived from a momentum map related to a semidirect product group, connecting canonical systems to heavy top equations.
Findings
The Poisson map accurately transforms solutions between systems.
The integrator preserves conserved quantities of the Kovalevskaya top.
Conserved quantities correspond to symmetries via Noether's theorem.
Abstract
We construct a Poisson map with respect to the canonical Poisson bracket on and the -Lie--Poisson bracket on the dual of the Lie algebra of the special Euclidean group . The essential part of this map is the momentum map associated with the cotangent lift of the natural right action of the semidirect product Lie group on . This Poisson map gives rise to a canonical Hamiltonian system on whose solutions are mapped by to solutions of the heavy top equations. We show that the Casimirs of the heavy top dynamics and the additional conserved quantity of the Lagrange top correspond to the Noether conserved quantities associated with certain symmetries…
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\FirstPageHeading
\ShortArticleName
Collective Heavy Top Dynamics
\ArticleName
Collective Heavy Top Dynamics
\Author
Tomoki OHSAWA
\AuthorNameForHeading
T. Ohsawa
\Address
Department of Mathematical Sciences, The University of Texas at Dallas,
800 W Campbell Rd, Richardson, TX 75080-3021, USA \Email[email protected] \URLaddresshttp://www.utdallas.edu/~tomoki/
\ArticleDates
Received July 20, 2019, in final form October 22, 2019; Published online October 30, 2019
\Abstract
We construct a Poisson map with respect to the canonical Poisson bracket on and the -Lie–Poisson bracket on the dual of the Lie algebra of the special Euclidean group . The essential part of this map is the momentum map associated with the cotangent lift of the natural right action of the semidirect product Lie group on . This Poisson map gives rise to a canonical Hamiltonian system on whose solutions are mapped by to solutions of the heavy top equations. We show that the Casimirs of the heavy top dynamics and the additional conserved quantity of the Lagrange top correspond to the Noether conserved quantities associated with certain symmetries of the canonical Hamiltonian system. We also construct a Lie–Poisson integrator for the heavy top dynamics by combining the Poisson map with a simple symplectic integrator, and demonstrate that the integrator exhibits either exact or near conservation of the conserved quantities of the Kovalevskaya top.
\Keywords
heavy top dynamics; collectivization; momentum maps; Lie–Poisson integrator
\Classification
37J15; 37M15; 53D20; 70E17; 70E40; 70H05; 70H06
1 Introduction
1.1 Heavy top equations
Consider a rigid body spinning around a fixed point (not the center of mass) in a gravitational field. We specify the configuration of the body by a rotation matrix around the fixed point: the rotation matrix defines a transformation from the body frame to the spatial frame; hence the original configuration space is . Let be the rotational dynamics of the body and define the body angular velocity by . One may identify it with a vector via the standard identification between and summarized in Appendix A. Let be the moment of inertia of the body with respect to the principal axes, and define the body angular momentum . Let be the unit vector pointing upward in the spatial frame and set ; this vector signifies the vertically upward direction – essentially the direction of gravity – seen from the body frame. Then, the equations of motion are given by
[TABLE]
where is the mass of the body, is the unit vector from the point of support to the direction of the body’s center of mass in the body frame, and is the length of the line segment between these two points. The above set of equations is often called the heavy top equations.
1.2 Hamiltonian formulation and semidirect products
The heavy top equations are known to be a Hamiltonian system. Let us define the heavy top bracket for the space of smooth functions on the space as follows
[TABLE]
The Hamiltonian of the heavy top is given by
[TABLE]
Then the Hamiltonian system defined with respect to the above Poisson bracket and this Hamiltonian, i.e.,
[TABLE]
gives the heavy top equations (1.1).
The heavy top bracket (1.2) turns out to be the -Lie–Poisson bracket on the dual of the Lie algebra of the special Euclidean group ; note that we identify – and hence as well – with in the standard manner (see Appendix A for details). In fact, [12, 13] showed that the heavy top bracket is a special case of the semidirect product theory for reduction of Hamiltonian systems with broken symmetry; see also [7] for its Lagrangian counterpart. Specifically, the heavy top is originally a Hamiltonian system on where the presence of gravity breaks the -symmetry the system would otherwise possess. As a result, the system retains only the -symmetry with respect to rotations about the vertical axis. The semidirect product theory effectively recovers the full symmetry by considering the extended configuration space as opposed to . As a result, one obtains a Hamiltonian dynamics in defined in terms of the Hamiltonian (1.3) and the -Lie–Poisson bracket (1.2) on .
1.3 Collective dynamics
Given a Poisson manifold and an equivariant momentum map associated with a right action of a Lie group on , one can show that is a Poisson map with respect to the Poisson bracket on and the -Lie–Poisson bracket on ; see, e.g., [11, Theorem 12.4.1].
Now, given a Hamiltonian system on with Hamiltonian , suppose that there exists a function such that ; such a function is called a collective Hamiltonian. If is a solution of the Hamiltonian system on defined by , then is a solution of the Lie–Poisson equation on defined in terms of the -Lie–Poisson bracket and the collective Hamiltonian . This is the basic idea of collective motions/dynamics originally due to [4]. Their motivating examples are aggregate motions of a number of particles “as if it were a rigid body or liquid drop”, such as the liquid drop model in nuclear physics; hence the term “collective”. See also [8] and [5, Section 28] for details.
More recently, [14, 15] used this idea to develop geometric integrators for Lie–Poisson equations. In one of their examples, they considered a natural right action of on and used its associated momentum map to construct a natural Poisson map from to where and are identified in a natural manner, as summarized in Appendix A. As a result, they obtained a canonical Hamiltonian system on whose solutions are mapped by to solutions of the free rigid body equation in . By applying a symplectic integrator to the canonical Hamiltonian system on and taking the image by of its numerical solutions, they obtained a Lie–Poisson integrator for the free rigid body equation and also for the point vortices equations on – a coadjoint orbit in .
We also note that [3] extended the above work to Hamiltonian systems on the direct product \big{(}\mathbb{S}^{2}\big{)}^{n}\times T^{*}\mathbb{R}^{m} motivated by an application to the spin-lattice-electron equations. However, the symplectic/Poisson structure there is the standard one on the direct product (interactions between the \big{(}\mathbb{S}^{2}\big{)}^{n} part and the part come from the Hamiltonian), whereas our Poisson structure is on a semidirect product and hence is geometrically more involved.
1.4 Outline and main results
We present a collective formulation of the heavy top equations by constructing a Poisson map from to . More specifically, we first consider, in Section 2, the cotangent lift of the natural right action of the semidirect product on and find the associated momentum map \mathbf{L}\colon T^{*}\mathbb{C}^{2}\to\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}.
Next, in Section 3, we construct a Poisson map \varpi\colon\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\to\mathfrak{se}(3)^{*} with respect to the -Lie–Poisson brackets on both duals. Then it follows that the composition defined as yields a Poisson map that gives a collective formulation of the heavy top dynamics. We note that a more natural and straightforward Poisson map is not appropriate for collective dynamics; see Remark 2.1.
In Section 4, we state our main result, Theorem 4.1. It essentially states that we can realize any heavy top dynamics as a collective dynamics of a canonical Hamiltonian system in . We also look into the symmetries possessed by the system in the general case as well as for the Lagrange top. It turns out that those momentum maps associated with these symmetries are essentially the well-known Casimirs and of the general heavy top as well as the additional conserved quantity for the Lagrange top.
In Section 5, we develop a collective Lie–Poisson integrator for the heavy top dynamics by combining our result and the idea of [14, 15]. Our test case is the Kovalevskaya top, which also possesses an additional conserved quantity – the Kovalevskaya invariant – in addition to the Casimirs. We apply both symplectic (implicit midpoint) and non-symplectic (explicit midpoint) integrators to the collective dynamics. We refer to the former as the collective Lie–Poisson integrator. We also apply these integrators directly to the heavy top equations (1.1); note that neither is a Poisson integrator for the heavy top equations although the implicit midpoint rule has favorable properties; see [2]. We numerically demonstrate that the non-symplectic integrator, applied to either the collective or direct formulation, exhibits drifts in all the conserved quantities – the Hamiltonian, the Casimirs, and the Kovalevskaya invariant. On the other hand, the collective Lie–Poisson integrator preserves the Casimirs exactly (or more practically to machine precision) and exhibits near-conservation – small oscillations without drifts – of the exact values of the Hamiltonian and the Kovalevskaya invariant.
2 Momentum map \boldsymbol{\mathbf{L}\colon T^{*}\mathbb{C}^{2}\to\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}}
2.1 Cotangent bundles and
Let be arbitrary and identify it with as follows
[TABLE]
We equip with the inner product
[TABLE]
Then it is easy to see that this inner product is compatible with the dot product in . Setting
[TABLE]
we have
[TABLE]
Therefore, we may identify the dual \big{(}\mathbb{C}^{2}\big{)}^{*}\cong\big{(}\mathbb{R}^{4}\big{)}^{*} with via this inner product. As a result, we may identify the cotangent bundles and as follows
[TABLE]
Then, for any , the natural dual pairing between T^{*}_{\chi}\mathbb{C}^{2}\cong\big{(}\mathbb{C}^{2}\big{)}^{*} and is identical to the inner product (2.1), i.e., with an abuse of notation,
[TABLE]
We define a canonical 1-form on as
[TABLE]
and define a symplectic form on as follows
[TABLE]
Note that we use Einstein’s summation convention unless otherwise stated. One easily sees that, under the above identification of and , and become the canonical 1-form and the canonical symplectic form on , respectively. Therefore, is also equipped with the following canonical Poisson bracket. For any smooth ,
[TABLE]
Alternatively, we may define the one-form
[TABLE]
Then, it is in , and satisfies as well.
2.2 Actions of
Let us define the semidirect product using the natural action of on , i.e., for any , we define a binary operation
[TABLE]
This renders a Lie group. Alternatively, one may think of the resulting Lie group as the matrix group
[TABLE]
under the standard matrix multiplication.
Now consider the (right) action of on defined as follows
[TABLE]
In terms of matrices, one may write this action as follows
[TABLE]
Its cotangent lift is then
[TABLE]
It is clear that the canonical 1-form is invariant under the cotangent lift, i.e., for any .
2.3 Momentum map
Let us find the momentum map associated with the above action. Let be an arbitrary element in the Lie algebra \mathfrak{su}(2)\ltimes\mathbb{C}^{2}=T_{(I,0)}\big{(}\mathsf{SU}(2)\ltimes\mathbb{C}^{2}\big{)}. Its infinitesimal generator on is defined as
[TABLE]
where the exponential map takes the form
[TABLE]
Therefore, we obtain
[TABLE]
As a result, the associated momentum map \mathbf{L}\colon T^{*}\mathbb{C}^{2}\to\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*} satisfies
[TABLE]
where we used the inner products on and defined in (A.1) and (2.1), respectively. Note also that, in the second last line, we added an extra term to render the matrix inside the conjugate transpose traceless to come up with an element in . Using the inner products, we may identify with and \big{(}\mathbb{C}^{2}\big{)}^{*} with so that \big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\cong\mathfrak{su}(2)\times\mathbb{C}^{2}. Under this identification, we obtain
[TABLE]
Since this momentum map is associated with the cotangent lift action of the right action on , the momentum map is equivariant (see [11, Theorem 12.1.4]), i.e., for any ,
[TABLE]
Remark 2.1** (why not action on ?).**
Perhaps the most natural way to construct an -valued equivariant momentum map – under a right action – on a cotangent bundle would be the following. Consider the right -action on defined as
[TABLE]
or using matrices,
[TABLE]
that is, this is the right action one obtains from the natural left action of on . Using its cotangent lift action on , one obtains the momentum map
[TABLE]
with the standard identification . However, this momentum map is too restrictive for the collective heavy top dynamics in because setting implies that the angular momentum is always perpendicular to . This is clearly not always the case. For example, even the very simple case of the top spinning in the upright position does not satisfy this condition: and are both parallel to .
Let us show that our momentum map does not suffer from the restriction mentioned in the above remark.
Proposition 2.2**.**
Under the identification \big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\cong\mathfrak{su}(2)\times\mathbb{C}^{2}, the image of contains \mathfrak{su}(2)\times\big{(}\mathbb{C}^{2}\backslash\{0\}\big{)}, i.e., \mathfrak{su}(2)\times\big{(}\mathbb{C}^{2}\backslash\{0\}\big{)}\subset\mathbf{L}\big{(}T^{*}\mathbb{C}^{2}\big{)}.
Remark 2.3**.**
As we shall see later in Section 3, we will construct a map \varpi\colon\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\to\mathfrak{se}(3)^{*}, and consider the composition . It then turns out that the origin in corresponds to the origin in (see (4.1) below) and hence has no practical importance in the heavy top dynamics because is a unit vector. This proposition makes sure that the image of contains any possible values of and , and so setting does not impose any practical restriction in the collective heavy top dynamics.
Proof.
Let be arbitrary and consider the map
[TABLE]
Then it suffices to show that this map is surjective. In fact, one may rewrite the map with the identification defined by as shown above as well as the identification (see Appendix A below) to obtain the following linear map
[TABLE]
Then , whereas because . Hence this linear map is surjective. ∎
2.4 Lie–Poisson bracket on \boldsymbol{\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}}
Let us equip \big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*} with the -Lie–Poisson bracket. For any smooth f,h\colon\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\to\mathbb{R}, we define
[TABLE]
where (evaluated at ) is defined so that, for any (\delta\mu,\delta\alpha)\in\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*},
[TABLE]
Then the equivariance of implies that it is Poisson with respect to the canonical Poisson bracket (2.2) and the above Lie–Poisson bracket (2.4) (see, e.g., [4], [5, Section 28], and [11, Theorem 12.4.1]):
[TABLE]
3 Poisson map \boldsymbol{\varpi\colon\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\to\mathfrak{se}(3)^{*}}
3.1 From \boldsymbol{\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}} to
Just like we identified \big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*} with , we also identify with via the inner product (A.2) on and the dot product on .
Under this identification, let us define
[TABLE]
The first part of the map is the well-known identification of with summarized in Appendix A below. The second part of the map is also well known in the context of the Hopf fibration. Particularly, maps the three-sphere with radius centered at the origin in , i.e.,
[TABLE]
to the two-sphere with radius centered at the origin in .
Now let us define
[TABLE]
i.e., so that the diagram
[TABLE]
commutes.
3.2 is a Poisson map
Let us equip with the -Lie–Poisson bracket as well. For any smooth , we define
[TABLE]
where (evaluated at ) is defined in a similar manner as in (2.5). With the identification , this Poisson bracket is nothing but the heavy top bracket (1.2). Then we have the following:
Proposition 3.1**.**
The map \varpi\colon\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\to\mathfrak{se}(3)^{*} is Poisson with respect to the -Lie–Poisson brackets (2.4) and (3.3), i.e., for any smooth ,
[TABLE]
Proof.
See Appendix B. ∎
Corollary 3.2**.**
The map is Poisson with respect to the Poisson brackets (2.2) and (3.3), i.e., for any smooth ,
[TABLE]
4 Collective heavy top dynamics
4.1 Collective dynamics
Concrete expressions of the map defined above in (3.2) are the following
[TABLE]
Now define a Hamiltonian as
[TABLE]
where is the heavy top Hamiltonian defined in (1.3). Then we have
[TABLE]
Define a Hamiltonian vector by setting
[TABLE]
or equivalently, using the Poisson bracket (2.2),
[TABLE]
which yield
[TABLE]
We are now ready to state our main result:
Theorem 4.1** (collective heavy top dynamics).**
For any (\boldsymbol{\Pi},\boldsymbol{\Gamma})\in\mathbb{R}^{3}\times\big{(}\mathbb{R}^{3}\backslash\{0\}\big{)}, there exists a corresponding element such that . 2.
Let be a time interval, and let and be the flows of the canonical Hamiltonian system (4.4) and of the heavy top equations (1.1), respectively. Then, for any ,
[TABLE]
Proof.
(i) From Proposition 2.2, we have \mathfrak{su}(2)\times\big{(}\mathbb{C}^{2}\backslash\{0\}\big{)}\subset\mathbf{L}\big{(}T^{*}\mathbb{C}^{2}\big{)}, and so
[TABLE]
However, from the definition of in (3.1), we have
[TABLE]
because the second part maps to for any ; note also that we identified with here. Therefore, the assertion follows upon the identification of with .
(ii) It follows easily from Corollary 3.2: The fact that is Poisson implies that the map pushes the flow to (see, e.g., [11, Proposition 10.3.2]). ∎
Remark 4.2**.**
The first assertion is the result alluded in Remark 2.3. It shows that any solution of the heavy top equations (1.1) can be realized as the image by of a corresponding solution of the canonical Hamiltonian system (4.4).
4.2 Symmetry and conserved quantities of general heavy top
Suppose that is a conserved quantity of the (canonical) Hamiltonian system (4.3) or (4.4), and that is collective, i.e., there exists such that . Then one easily sees that is a conserved quantity of the heavy top dynamics.
There are two conserved quantities of the Hamiltonian system (4.3) associated with its symmetries. For the first one, consider the following -action on :
[TABLE]
We easily see that the alternative one-form defined in (2.3) is invariant under this action, and hence so is , i.e., this action is symplectic. It is also easy to see that the Hamiltonian (4.2) is invariant under this action as well, i.e., for any . Let be an the element of the Lie algebra of . Its infinitesimal generator is then
[TABLE]
Let be the associated momentum map. Then, it satisfies
[TABLE]
Hence we obtain . Therefore,
[TABLE]
is a conserved quantity of the Hamiltonian system (4.3) by Noether’s theorem; see, e.g., [11, Theorem 11.4.1, p. 372]. One easily sees that with
[TABLE]
In fact, this is a well-known Casimir of the heavy top bracket (1.2) or (3.3).
For the second one, consider the following -action on :
[TABLE]
Its cotangent lift is
[TABLE]
and the Hamiltonian (4.2) is invariant under this action, i.e., H\big{(}{\rm e}^{{\rm i}\theta}\chi,{\rm e}^{{\rm i}\theta}\psi\big{)}=H(\chi,\psi) for any . Its associated momentum map is
[TABLE]
and again by Noether’s theorem this is a conserved quantity of the Hamiltonian system (4.3). However, because is conserved, we may define an alternative conserved quantity
[TABLE]
Then we see that with
[TABLE]
This is the other well-known Casimir of the heavy top bracket (1.2) or (3.3).
4.3 Symmetry and conserved quantity of the Lagrange top
Now consider the Lagrange top, i.e., and . Note that we have
[TABLE]
and so the Hamiltonian (4.2) becomes
[TABLE]
Consider the following -action on :
[TABLE]
Its cotangent lift is
[TABLE]
and we see that the Hamiltonian (4.5) is invariant under this action.
What is the associated momentum map ? Let any be arbitrary. Its infinitesimal generator is then
[TABLE]
Then we have
[TABLE]
Therefore, we obtain
[TABLE]
and hence
[TABLE]
is a conserved quantity of (4.3). Then we see that with
[TABLE]
Again, is a well-known conserved quantity of the Lagrange top.
Remark 4.3**.**
It is well known that (with and ), , , and are in involution with respect to the heavy top bracket (1.2). Since is Poisson, this implies that , , , and are in involution with respect to the canonical Poisson bracket (2.2) as well.
5 Collective Lie–Poisson integrator for heavy top dynamics
5.1 Collective Lie–Poisson integrator
The collective formulation suggests that any symplectic integrator for the canonical Hamiltonian system (4.4) on gives rise to a Lie–Poisson integrator for the heavy top dynamics via the map . Specifically, let be the time step, and be the discrete flow defined by the symplectic integrator. Then, is clearly Poisson. This is the basic idea of the collective Lie–Poisson integrator of [14]; it is implemented for the free rigid body in [15].
In our case, the symplecticity of the integrator implies that the momentum maps and from Section 4.2 are conserved exactly along the flow . This implies that the corresponding Casimirs and are exactly conserved along the flow of the collective integrator as well. Furthermore, since the Hamiltonian is nearly conserved without drifts with symplectic integrators, the Hamiltonian for the heavy top behaves in a similar manner as well.
We note in passing that [16] showed that the spherical midpoint method [17] on \big{(}\mathbb{S}^{2}\big{)}^{n} is a collective integrator corresponding to the midpoint rule applied to a canonical Hamiltonian system on . That is, for this special case, the collective integrator gives rise to an integrator intrinsically defined on the symplectic leaves of a Poisson manifold. It is an interesting future work to look into an extension of this property to our setting. In our case, each non-trivial coadjoint orbit (symplectic leaf) in is known to be diffeomorphic to either or its tangent bundle [11, Section 14.7].
5.2 Numerical results
As a test case, we consider the Kovalevskaya top [9] – the case with and – with the parameters and initial condition and \boldsymbol{\Gamma}(0)=\big{(}1/2,0,\sqrt{3}/2\big{)}. By solving with the constraint , we have
[TABLE]
as a corresponding initial condition for (4.3) or (4.4).
The system has four conserved quantities: the Hamiltonian , the Casimirs and , and the Kovalevskaya invariant
[TABLE]
and is known to be integrable [9]; see also [1]. Our focus here is to compare the behaviors of these four conserved quantities for several heavy top integrators.
Fig. 1 shows the time evolutions of the four conserved quantities along the numerical solutions obtained by applying the explicit and implicit midpoint rules to the canonical Hamiltonian system (4.3) as well as that obtained by applying the explicit midpoint rule directly to the heavy top equations (1.1). The time step is in all the cases. We note that the implicit midpoint rule is a symplectic integrator for canonical Hamiltonian systems (see, e.g., [6, Theorem VI.3.5] and [10, Section 4.1]). So the implicit midpoint rule applied to (4.3) gives a collective Lie–Poisson integrator for the heavy top equations (1.1) via the map , and is our main focus here.
The explicit midpoint rule applied to either (1.1) or (4.3) suffers from fairly significant drifts and/or oscillations in all the four conserved quantities. On the other hand, the collective Lie–Poisson integrator conserves the Casimirs and exactly because it is a symplectic integrator for canonical Hamiltonian systems; note that we identified these Casimirs as Noether conserved quantities, i.e., the momentum maps associated with the symmetries of the canonical Hamiltonian system (4.3). One can observe this in Fig. 1(b) and (c) as well. Furthermore, as is well known (see, e.g., [6, Section IX.8] and [10, Section 5.2.2]), symplectic integrators exhibit near-conservation of the Hamiltonian, and one observes this in Fig. 1(a).
Interestingly, the collective Lie–Poisson integrator exhibits a similar near-conservation of the Kovalevskaya invariant as well, performing better than the non-symplectic ones; see Fig. 1(d). It is not clear if the Kovalevskaya invariant corresponds to any symmetry of the canonical Hamiltonian system (4.3), but the oscillation in with amplitudes way beyond the machine precision suggests that is not a Noether conserved quantity of (4.3).
We also applied the implicit midpoint rule directly to the heavy top equations (1.1) and compared the results with those of the collective Lie–Poisson integrator as well. The former integrator is known to conserve the Hamiltonian and the Casimirs and exactly but is not Poisson; see [2]. Fig. 2 shows the behaviors of and for the implicit midpoint rule applied to (1.1) or (4.3).
As mentioned above, the former conserves exactly, whereas the collective Lie–Poisson integrator exhibits a near-conservation of it with oscillations of very small amplitudes. On the other hand, one observes near-conservation of in both integrators, but the non-Poisson integrator exhibits an oscillation with a larger amplitude than the collective Lie–Poisson integrator does.
Appendix A Identification of with and
This section gives a brief description of the well-known identification of with and . The purpose is to introduce the notation used throughout the paper.
A.1 Isomorphisms between , , and
Let be the standard basis for , and define a basis for as
[TABLE]
as well as a basis for as
[TABLE]
So we have the isomorphisms
[TABLE]
defined by
[TABLE]
It is well known that these are Lie algebra isomorphisms in the sense that , , and with are all the same under the identification.
As a result, we may identify with via the map
[TABLE]
and also with via the following “hat map”
[TABLE]
A.2 Inner products
Let us define inner products on and as follows. For any , using the notation from above,
[TABLE]
as well as
[TABLE]
It is easy to check that these are compatible with the standard dot product in under the above identification, i.e.,
[TABLE]
Using these inner products we may identify the duals and with and respectively, and in turn, with as well.
Appendix B Proof of Proposition 3.1
Let us first decompose the Poisson bracket (2.4) into two to define, for any smooth \tilde{f},\tilde{h}\colon\big{(}\mathfrak{su}(2)\ltimes\mathbb{C}^{2}\big{)}^{*}\to\mathbb{R},
[TABLE]
Likewise, we decompose (3.3) to define, for any smooth ,
[TABLE]
Our goal is to show that
[TABLE]
as well as
[TABLE]
Let us first show (B.1). Let and be arbitrary. Then, setting , we have
[TABLE]
This implies that we may identify and ; the same goes with the derivatives of . The compatibility of the inner products in and (see Appendix A.2) then yields
[TABLE]
So it remains to show (B.2). Writing , , , and for short,
[TABLE]
Let us find an expression for . For any \delta\alpha\in\big{(}\mathbb{C}^{2}\big{)}^{*},
[TABLE]
where stands for the gradient with respect to . However, using the expression (3.1b) for , we obtain the tangent map as follows
[TABLE]
Therefore,
[TABLE]
and so we have
[TABLE]
Then a tedious but straightforward calculation yields
[TABLE]
under the identification . Similarly,
[TABLE]
Therefore, we obtain
[TABLE]
Acknowledgments
I would like to thank the referees for their helpful comments and suggestions. This work was partially supported by NSF grant CMMI-1824798.
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