Normal Forms and Near-Axis Expansions for Beltrami Magnetic Fields
Abstract
A formal series transformation to Birkhoff-Gustavson normal form is obtained for toroidal magnetic field configurations in the neighborhood of a magnetic axis. Bishop’s rotation-minimizing coordinates are used to obtain a local orthogonal frame near the axis in which the metric is diagonal, even if the curvature has zeros. We treat the cases of vacuum and force-free (Beltrami) fields in a unified way, noting that the vector potential is essentially the Poincaré-Liouville one-form of Hamiltonian dynamics, and the resulting magnetic field corresponds to the canonical two-form of a nonautonomous one-degree-of-freedom system. Canonical coordinates are obtained and Floquet theory is used to transform to a frame in which the lowest-order Hamiltonian is autonomous. The resulting magnetic axis can be elliptic or hyperbolic, and resonant elliptic cases are treated. The resulting expansion for the field is shown to be well-defined to all orders, and is explicitly computed to degree four. An example is given for an axis with constant torsion near a resonance.
I Introduction
The utility of a device for confining plasma by a magnetic field depends crucially on the geometry of the field, especially for the case of toroidal confinement, like that in tokamaks or stellarators. Any such configuration should ensure that plasma pressure and electromagnetic forces balance to obtain an MHD equilibrium. Additional considerations such as omnigenity or quasisymmetry are necessary to ensure good confinement of gyrating particles (see the review by Ref. [22]). For any of these desired properties, two crucial questions must be answered. Firstly, do magnetic fields with the desired property exist? If so, what is the topology, geometry, and dynamics of these fields? Many theoretical tools have been constructed to gain insight into these questions. One classical tool, which is enjoying a recent resurgence, is the near-axis expansion.
In essence, a near-axis expansion is a method for computing the magnetic field as a power series in distance from a magnetic axis; a closed field line of that is an isolated fixed point of its Poincaré first-return map. In the axisymmetric case, such an axis is a circle at the center of a nested family of toroidal magnetic surfaces, but more generally there may not be a smooth family of such surfaces. Two techniques have been developed for near-axis expansions: the direct and the inverse method.
The direct method was pioneered by Mercier [35] and Solov’ev and Shafronov [39] for studying solutions to the force-balance equations
(1) |
where is the current vector and is the (scalar) plasma pressure. The core idea is to use a Frenet-Serret frame based on to obtain what are now called Mercier coordinates . In these coordinates the axis is simply . All physical quantities are then expanded as formal power series in and (1) is solved order by order. Key goals of the direct method are to establish formal solutions to (1) (or, perhaps equally as interestingly, imply their non-existence), and to compute an integral of the system , e.g., the toroidal magnetic flux, in terms of the Mercier coordinates. The direct method is beneficial when no assumptions are made about the possible topology, geometry, or dynamics of . Since the pioneering work, the direct method has been implemented by many authors [31, 32, 4, 3, 38, 40, 29, 30, 26, 25].
In contrast, the inverse method, as used most prominently by Garren and Boozer [18, 17], but appearing earlier in Ref. [31], assumes the existence of special magnetic coordinates such as Boozer or Hamada coordinates [22]. These consist of an integral and a pair of angles , so that the contravariant components of , for example, depend only on . The core aim of the inverse method is to determine the Euclidean coordinates as a series expansion in the magnetic coordinates. The benefit of this method is that it can efficiently provide expressions for physical quantities in terms of magnetic coordinates, and these, in turn are useful for further theoretical exploration. However, since the inverse method necessarily assumes the existence of magnetic coordinates, it implicitly assumes that the field line flow is integrable (see, for instance, Ref. [9]). Conversely, if a nonvanishing magnetic field has toroidal flux surfaces, then, in the neighborhood of any flux surface, there exist magnetic coordinates [28]; this construction can be extended to a neighborhood of an axis as well [9]. Nevertheless, given a magnetic axis , there may not exist a local, integrable field . Indeed, an outstanding conjecture of Grad is that smooth solutions to (1) do not exist for a general toroidal domain [19].
In this paper we study the direct method for near-axis expansion using a Hamiltonian perspective. Any nonzero, divergence-free vector field can be locally written as a non-autonomous degree Hamiltonian system [21]. The true power of this Hamiltonian reformulation is that all information about the vector field is stored in a single function, the Hamiltonian . Consequently, the dynamics of the field lines of can be understood through this single function. Moreover, the perspective lends itself to the many ideas and tools of Hamiltonian mechanics and more generally, of symplectic geometry. In this paper, we demonstrate the benefits of this view through novel applications of classical ideas of Hamiltonian mechanics to near-axis expansions.
A similar perspective was adopted by Bernardin, Moses, and Tataronis [4, 3] to investigate magnetic fields satisfying (1) assuming that . In contrast to these papers, we treat (1) under the assumption that in a neighborhood of the axis. In this case, the current must be parallel to the field,
(2) |
When such a field is called Beltrami (or force-free); the vacuum case corresponds to . In these cases, the field lines are generically chaotic, as was first emphasized by Arnold in the fluid context [1] (see also Ref. [15, 14, 10]). Since flux surfaces do not generically exist, the inverse method cannot be used. The vacuum field case has been treated previously in [26]. There, the authors assume the existence of a magnetic potential such that , which of course implies that . Instead, we consider the vector potential such that , allowing, for the first time, a unified expansion for both Beltrami and vacuum fields. The expansion is given explicitly, to all orders, in Proposition V.2.
Our work further differs from Ref. [3] by recasting the expansion in terms of differential forms. A tutorial on differential forms specifically for plasma physics is given in Ref. [33]. By translating the theory into the language of differential forms we reveal the intrinsic geometry of vacuum and Beltrami fields: they give the structure of a cosymplectic and contact manifold, respectively. For Beltrami fields, the utility of a contact structure was first understood by Etnyre and Ghrist [15] and since has been the source of many interesting results, most recently Ref. [10]. As far as we are aware, the result that vacuum fields are cosymplectic is novel. While the work here does not crucially depend on the understanding of these geometries, we believe that there can be further synergies between symplectic topology and plasma physics.
We will apply two useful tools from Hamiltonian mechanics: Floquet and normal form theory. Floquet theory [16] is the study of time-periodic, linear differential equations and was specialized to the Hamiltonian case by Moser [37]. It provides a canonical coordinate system in which the linear system becomes autonomous, thus giving an efficient way to compute its stability. In our context, the leading order terms in the near-axis expansion become independent of the toroidal angle, and the axis is revealed to be hyperbolic or elliptic. The Floquet transformation was implicitly computed in Ref. [35, 39, 4, 26] as a sequence of transformations based on geometric assumptions about the flux surfaces near the axis. As we will demonstrate, the composition of these transformations is indeed the Floquet transformation. An important result of Floquet theory is that when the axis is elliptic, its rotational transform, , is related to the torsion of the curve ; we will show this holds for the Beltrami case as well. Moreover, our results also hold for hyperbolic axes which have stable and unstable manifolds with “expansivity” . Such configurations are of importance in the design of divertors [7, 8].
Normal form theory for Hamiltonian systems was pioneered by Birkhoff [5]. The theory gives a way to compute “simple” coordinates in the neighborhood of a periodic orbit; a nice exposition is given in Ref. [36]. We will apply this technique to near-axis expansions. Essentially, normal form theory provides an iterative procedure to remove as many terms in a power series expansion of the Hamiltonian as possible. If the axis is elliptic and non-resonant, that is if , or if the axis is hyperbolic, then normal form theory gives coordinates so that is (formally) of the form or , respectively. If the axis is resonant with then Gustavson’s normal form theory gives coordinates so that [20]. In each case, is formally integrable: normal form theory provides both simple coordinates and an approximate integral. If the normal form series converges, these coordinates give a true integral, defining flux surfaces, even in the resonant case.
Our normal form results should be directly compared to previous work for the nonresonant elliptic case [4]; these authors compute an adiabatic invariant near the axis. Their method uses generating functions to implicitly give the coordinate transformation. A similar procedure was used in Ref. [26] to compute flux surfaces for a vacuum field; their flux coordinate is, in essence, the adiabatic invariant of Bernardin et al. As we will show, normal form theory applies to this case, but also applies to hyperbolic and resonant elliptic axes. Moreover, we will use a near-resonant normal form [36] to give approximate flux surfaces when the on-axis rotational transform is near a low order rational. A key difference from the generating function method is our use of Lie series to compute the normalizing transformation, in line with Ref. [13]. As they argued, the crucial benefit Lie series provide over the generating functions is efficiency as well as the ease of computing the inverse.
The paper is outlined as follows. In Section II, Beltrami and vacuum fields are introduced through the lens of differential forms. This translation from vector calculus notation establishes the intrinsic geometry of vacuum and Beltrami fields. In Section III the magnetic axis is defined and Bishop’s coordinates [6] are introduced. These give Mercier coordinates without the assumption of non-vanishing curvature. A further advantage of these coordinates is that the metric is diagonal. In Section IV the Hamiltonian formulation is given and the classical theory of Floquet and of normal forms, including the near-resonant case, is recalled. Section V contains the application to near-axis expansions and the formal expansion for the Hamiltonian for Beltrami fields to all orders is found in Proposition V.2. Lastly, we apply the Floquet transformation and deconstruct it into the geometric transformations of previous work. Finally, in Section VI we give two examples of the normal form computation. Our examples use discrete symmetry to obtain closed curves. We apply this method to obtain a family of curves with constant torsion. These examples are chosen so that the axis is elliptic and the on-axis rotational transform is arbitrarily close to a resonance. The first example uses a regular normal form, while the second uses the near-resonant normal form. The calculated approximate integrals are then compared to the true field line dynamics. Future directions and concluding remarks are given in Section VII.
II Geometry of Vacuum and Beltrami fields
In this paper we will consider a solid torus in , with the Euclidean metric and the standard volume form. However, the equations defining a vacuum or Beltrami field can be given for any three-manifold , with arbitrary Riemannian metric and corresponding volume form . In this section we give this general description through the use of differential forms, which reveals their intrinsic geometry. A summary of the translation is given in Table 1 and further exposition is given by MacKay [33].
Suppose that is an orientable three-dimensional manifold with metric and Riemannian volume form . Associated with any non-vanishing magnetic field on is the so-called flux form; a two-form defined by taking the interior product of with the volume form
(3) |
The name follows from the fact that, given any two-dimensional surface in , the magnetic flux through is given by .
The requirement that magnetic fields are divergence free, , can be restated in terms of the flux form as , that is, that is closed. If is non-vanishing, it also follows that has maximal rank. Any two-form that is both closed and of maximal rank is called presymplectic [9]. Conversely, as shown in Ref. [9], given any presymplectic form , there exists a unique, non-vanishing, divergence-free vector field such that . Hence, the magnetic field and flux-form are dual views of the same mathematical object.
With the metric in hand, there is a third view of a magnetic field. This is provided through the musical isomorphisms relating one-forms to vector fields, namely,
One can think of as the covariant representation of . A useful relationship between and is given by the Hodge star operator. In an arbitrary coordinate system , is the covariant representation of a magnetic field as a one-form:
(4) |
The relationship between and is given through the Hodge star operator , which provides an isomorphism between -forms and -forms. In local coordinates, the operator is defined on two-forms as
(5) |
and on one-forms as
(6) |
where . The correspondence between and is then
(7) |
It is well known for that any divergence-free vector field has a vector potential : . This result for differential forms becomes: since is closed, and all closed two-forms on are exact, there is a primitive one-form for :
(8) |
Using (7) this is also written
(9) |
More generally, the vector potential exists for any manifold on which closed two forms are exact [2].
Given some additional structure on , e.g., if it obeys magneto-hydrostatics (MHS), is Beltrami, or is a vacuum field, then there is a corresponding geometric interpretation. To see this, firstly note that the current , defined by , becomes . If satisfies MHS, then there must exist such that , or equivalently
In open regions where , is an integrable presymplectic system, see Ref. [9] for details.
Alternatively, if is a vacuum field then , so . Thus the one-form is closed and is a volume form on . A manifold together with a presymplectic form and a closed one-form such that is a volume form, is called a cosymplectic manifold. It follows that is a vacuum magnetic field if is a cosymplectic structure on . This places vacuum fields in the realm of cosymplectic geometry.
Lastly, for a Beltrami (force-free) field . Translating to differential forms gives
(10) |
In this paper we will assume that is constant. A manifold together with an exact, presymplectic form , so that is a volume form, is called a contact manifold. Since (10) implies that , is indeed a primitive, , it follows that when is a Beltrami is a contact manifold. This places Beltrami fields in the realm of contact geometry.
We summarize these ideas as:
Lemma II.1.
Suppose is a non-vanishing magnetic field on an orientable three-manifold with volume form . Let . Then:
-
1.
is MHS if is a presymplectic manifold, and ;
-
2.
is a vacuum field if is a cosymplectic manifold; and
-
3.
is a Beltrami field if there exists such that is a contact manifold.
By viewing magnetic dynamics in this way, one can not only instantly see the differing geometries of these three cases, but also the relationship between magnetic fields and Hamiltonian mechanics. This relationship will be used heavily below. This geometric view of magnetic fields is not new and many interesting properties of magnetic fields have already been uncovered through this perspective. See, for instance, Ref. [15, 14, 10].
The Beltrami condition (10) can be reformulated as a pde for the coefficients of the vector potential . Indeed, this will be used to compute the Hamiltonian. Using (8) with (10) requires that
Then from (7), , which implies
(11) |
Equivalently, where is some closed one-form. However, note that it is not but that defines the field-line dynamics: gauge freedom implies any closed one-form can be added to without changing . Thus without loss of generality, we could set . Nevertheless, we will retain (11) because, as will be seen, it is more useful to use the gauge freedom to select a desired form for .
From Lemma II.1, the vacuum field case implies
(12) |
Of course, this is exactly the Beltrami equation (11) with . This enables the simultaneous treatment of vacuum and Beltrami fields; simply treat the Beltrami case and then let .
Thus, the fundamental system to solve is (11). We will expand this pde in the neighborhood of a magnetic axis, order-by-order in the radius to obtain an explicit construction of a normal form and a relation to Hamiltonian dynamics in Section V.
Vector Calculus | Differential Forms | |
---|---|---|
Metric | ||
Volume | = | |
Covariant | ||
Contravariant | ||
Hodge Star | ||
Divergence | ||
Flux | ||
Current | ||
Vector Potential | () |
III Coordinates near a Magnetic axes
III.1 Magnetic axes
Magnetic axes are unavoidable in the study of plasma confinement since most containment designs are based on toroidal geometry. Such a device must have an axis that is a closed field line. In the simplest case this is the “center” of family of nested toroidal surfaces. However, any definition must not assume integrability and exclude closed field lines on rational tori.
Generally, suppose that is a closed field line of a nonzero, smooth magnetic field . Let be a tubular neighborhood of the axis and be some local section transverse to containing a point . The flow of produces a well-defined Poincaré first-return map with a fixed point . The local dynamics of the closed field line can be characterized by the dynamics of the map .
Using the Poincaré map we can exclude closed orbits on rational surfaces from our definition of a magnetic axis as follows.
Definition 1.
A closed field line is a magnetic axis if each point is an isolated fixed point of its Poincaré first-return map, .
This condition is coordinate independent and does not depend on the choice of section . Indeed the flow of provides a conjugacy between the first-return maps on any pair of sections [34].
However, as is sketched in Fig. 1, there could be several such axes, perhaps of differing local topology. In Section IV.2, the notion of a degenerate and nondegenerate magnetic axes is defined. As will be seen, a nondegenerate axis must be elliptic or hyperbolic.

III.2 Framing a magnetic axis
In order to understand the possible field line behavior in the neighborhood of a magnetic axis , it is useful to have good coordinates defined in its neighborhood. As first demonstrated by Mercier [35], when and the curvature of is non-vanishing, these can be provided through the Frenet-Serret moving frame (see, for instance, Ref. [6]). Specifically, when is the arc length, define the unit tangent, , normal , and binormal vectors. Taking these to be row vectors, they satisfy the matrix ode
(13) |
Here and are the curvature and torsion of , respectively. Under the assumption that is non-vanishing, they are given explicitly by
The Frenet-Serret frame defines a local embedding
(14) |
In other words, is an embedding of the trivial disk bundle into a tubular neighborhood of in . In the plasma physics literature, these coordinates are often referred to as Mercier coordinates [26].
While the Frenet-Serret frame constructs coordinates in terms of the geometrically significant quantities and , in some practical cases this frame does not exist. This occurs, for example, if is not , or, more crucially, if has any inflection points or straight segments, i.e., points with .
There are other choices for an orthonormal frame based on the curve . Such a frame can also be obtained that has a diagonal induced metric (in contrast to the Frenet-Serret case). Such a frame with is called rotation minimizing [6].
Note that Mercier [35] established a rotation minimizing frame starting with the Frenet-Serret frame. However, the former can be constructed independently of the existence of the latter. There are at least two ways to do this. The first is to use a three-dimensional version of Fermi-Walker transport [12]. The second is Bishop’s relatively parallel adapted frame [6]. A relatively parallel vector field, , is one that is normal to the curve, that is , but such that is parallel to . Provided that is at least , there exists a unique relatively parallel vector field such that for every initial normal vector , see Thm. 1 of Ref. [6]. These vector fields can be constructed from a Frenet-Serret frame; however, they may also be constructed from any orthonormal frame. Crucially, this means that the curvature need not be nonzero, and the curve need not be .
As a consequence, for each initially orthonormal basis we can compute a unique, relatively parallel adapted orthonormal frame along the curve . Being relatively parallel, for some functions . Thus
(15) |
The functions define the so-called normal development of the curve . If the Frenet-Serret frame exists, then
(16) |
where is the angle between and , and the integral torsion
(17) |
As we mentioned above, rotation minimizing coordinates have another prominent advantage: the induced metric is diagonal, unlike that of the Frenet-Serret frame. Indeed, if is the Euclidean metric on and is the embedding (14), then the induced metric for the Frenet-Serret frame is [35]
(18) | ||||
This metric has non-diagonal terms due to the torsion. By contrast, for the rotation minimizing frame and the embedding,
(19) |
the induced metric becomes
(20) | ||||
which is now diagonal.
Rotation minimizing coordinates are not without their drawbacks. The frame is not necessarily periodic in , even for a periodic . Hence, it must be ensured that functions, forms or vectors defined on are periodic when pulled back to . If is defined as the positively oriented angle between and , and is any function satisfying
(21) |
then this periodicity condition is equivalent to ensuring any object is well-defined under the push-forward by where is the natural projection from the cover to , and is a positive rotation in the plane normal to by for each . Note that if is specifically the integral torsion (17) then we will push-forward to the Frenet-Serret frame; however, can be any function satisfying (21) and we will push-forward to some orthonormal periodic frame of .
One other drawback of the rotation minimizing coordinates is that, unlike and , the quantities and do not uniquely define the curve . However, it is clear from (16) that the normal development of a Frenet-Serret curve is unique up to rotation (essentially up to the constant in (21)).
Another trick that we will find useful is to think of and use the complex coordinate , so that the metric (18) becomes
Setting the initial phase (16) to zero, the rotation minimizing coordinates then become
(22) |
so that (20) is now
(23) | ||||
Note, that even though we use this complex notation, all physical functions will be taken to be real-valued.
Under the transformation to complex coordinates on , the basis vectors of the tangent bundle and of the cotangent bundle push forward to
(24) |
It follows that an arbitrary vector field becomes
where . Similarly, an arbitrary one-form becomes
(25) |
with . For the case of the vector potential, , (9) gives the covariant representation
(26) |
Note that for the metric (23), these components are related to the contravariant ones by
IV Near-Axis Hamiltonians, Floquet theory, and Normal forms
In this section we establish the Hamiltonian nature of magnetic fields near an axis, opening the study of magnetic fields to the tools of Hamiltonian mechanics. We then describe two such useful tools: Floquet theory and normal form theory. Both of these are useful in finding simple coordinates in the neighborhood of a magnetic axis, and we will use them in Section V to construct the “simplest” coordinates near a magnetic axis.
IV.1 Hamiltonian near a magnetic axis
As is well known, the dynamics of the field lines in a neighborhood of can be described by a non-autonomous Hamiltonian system, see Ch. 9 of Ref. [21].
Theorem IV.1.
There is a tubular neighborhood of with coordinates such that the closed orbit becomes and there is a Hamiltonian such that
That is, the one-form is the Liouville one-form of a non-autonomous Hamiltonian function . Moreover at the magnetic axis, .
Proof.
Take some orthonormal frame at each point on to define coordinates in a tubular neighborhood of such that . In such a neighborhood, the fact that is closed implies that it is exact, that is, there exists such that . Using the gauge freedom of we can assume
so that
The magnetic field is tangent to the axis, so , where by assumption. Moreover, the volume form in has the form for some nonzero density . Therefore, since , we know and it follows that , and .
Choose new coordinates . This is a diffeomorphism, locally in , for all by the inverse function theorem. In these new coordinates define , and then and as desired.
Note that by the assumed form of on . ∎
In the language of vector calculus, IV.1 is equivalent to showing that there are coordinates such that the contravariant representation of is
IV.2 Normal Forms: Set-up
Birkhoff’s normal form theory seeks a choice of canonical coordinates near a periodic orbit, or fixed point, for which the Hamiltonian takes its “simplest” form. The definition of “simplest” is perhaps a matter of taste; for the Birkhoff normal form, the goal is to have as few terms as possible in the series expansion of . The normal form will be the result of an iterative construction of a new coordinate system.
A review of normal form theory is given in Appendix A. Here, we will outline the core details for the normal form near a periodic orbit or magnetic axis, , such that , where is derivative perpendicular to . It is convenient to introduce the angle
so that the axis can be thought of as a periodic orbit with period .
Assume that is a non-autonomous Hamiltonian on with canonical variables and such that corresponds to an isolated, -periodic orbit. We begin by expanding in a Taylor expansion in
(27) |
Here we denote the lowest degree terms by , i.e., we assume that there is a such that is a degree polynomial in . Similarly, denotes a degree polynomial in . All of these coefficients are -periodic in .
Generally, begins with quadratic terms so that . If it does not, then the orbit is said to be degenerate. Such cases can still be treated by normal form theory, however, it is much more difficult to deduce the final normal form of (see Appendix A for further details). Henceforth, assume that .
IV.3 Floquet Theory
We will first ignore the higher order terms and treat the dynamics of the quadratic Hamiltonian using Floquet theory. The resulting linear system is
(28) |
where the matrix is a -periodic Hamiltonian matrix, i.e., .
Since this is a linear, time-periodic system, the core result of Floquet theory [34] applies:
Theorem IV.2 (Floquet-Lyapunov).
The fundamental matrix solution of
(29) |
is of the form
where the matrix is symplectic and -periodic and is a constant Hamiltonian matrix. Moreover, and can be assumed to be real by letting be -periodic if necessary.
As noted, one can take to be a symplectic matrix whenever (29) is Hamiltonian (Thm. 3.4.2 of Ref. [36]), i.e., . In this case, must be a Hamiltonian matrix.
The eigenvalues of are called the Floquet exponents. Taking coordinates via transforms (29) to the autonomous system . Consequently, in the new coordinates is autonomous.
For a one and a half degree-of-freedom Hamiltonian system, there are two Floquet exponents, , which must satisfy . Thus they are either purely imaginary, purely real or both zero.
When the exponents are purely imaginary, say , with rotational transform , then the linear system (29) is stable. More precisely, solutions to (29) lie on invariant tori with elliptical cross sections on surfaces. It is always possible in the this case to take to be -periodic.
In contrast, when the exponents are purely real, say with expansivity , equation (29) is hyperbolic and the periodic orbit has invariant stable and unstable manifolds. For so-called reflection hyperbolic orbits, the matrix must be taken -periodic. Geometrically, these orbits have stable manifolds that make a rotation as goes from to , for some . In contrast, can be taken periodic for direct hyperbolic orbits, which have stable manifolds that make a rotation. These invariant manifolds serve as separatrices for .
The full, nonlinear system still have bounded solutions when the axis is hyperbolic; however, for this to be the case there must be another magnetic axis that is elliptic. For example, in Fig. 1 the three points on the separatrix are hyperbolic orbits, while the remaining four are elliptic orbits, and the overall system still has bounded orbits.
Finally, the Floquet exponents may vanish, and then the axis is degenerate. More generally an elliptic case could be said to be degenerate, or resonant, when . Even though a resonant axis is linearly elliptic, higher order terms may destroy the tori of the quadratic part.
IV.4 Normal Forms: Higher order
Returning to the normal form procedure, we will assume that the Floquet transformation has been made so that does not depend on and that the Floquet exponents are nonzero, so the axis is linearly elliptic or hyperbolic.
We seek coordinates in a neighborhood of that transform to its “simplest” form, so that the core aspects of the dynamics can easily be understood. The most concise way to state the normal form theorem is to use the Poisson bracket; if and we have canonical coordinates normal to , then the Poisson bracket is defined as
(30) |
To simplify the calculations for the elliptic case, we will use the complex conjugate variables , with . In these coordinates the Poisson bracket becomes
(31) |
Note that even with the complex coordinates all physical functions are real-valued.
The following theorem gives the desired normal form for .
Theorem IV.3.
Let be a Hamiltonian system containing a linearly elliptic or hyperbolic periodic orbit of period . There exists a formal, canonical, -periodic (possibly -periodic), near-identity, change of variables that transforms the Hamiltonian (27) to
such that
(32) |
for all .
This theorem is due to Birkhoff [5], and most books on Hamiltonian mechanics contain a proof. A particularly thorough account is given in Ref. [36]. The proof is constructive, giving an iterative procedure to compute the normal form at each order . Some of the details of the computation are given in Appendix A.
The terms in the normal form depend on whether the axis is hyperbolic or elliptic and, in the latter case, resonant or not.
Corollary IV.4.
Let be a non-autonomous Hamiltonian system that contains a periodic orbit . Then there are local coordinates such that:
-
(i)
if is linearly elliptic with Floquet exponents then, if the formal normal form becomes
for some function ; by contrast, in the resonant case, ,
(33) for some function where are defined by ; and
-
(ii)
if is linearly hyperbolic then the formal normal form becomes
A remarkable fact about normal forms for degree of freedom systems is that they are always formally integrable. This is most easily seen when the axis is non-resonant () elliptic or hyperbolic so that normal form Hamiltonian of Corollary IV.4 is independent of . Thus, the Hamiltonian is a formal integral of the system.
For the resonant elliptic case, the normal form (33) depends only on the single angle-like variable . Thus one can do a time-dependent canonical transformation to a frame that rotates with this angle to obtain a new Hamiltonian that is autonomous [36]. In these new coordinates, the lowest order term is removed, and the Hamiltonian begins with terms of degree . Thus the elliptic orbit becomes a degenerate magnetic axis. Nevertheless, since the system is now autonomous, it is formally integrable. An example is shown in Fig. 2 for . Note that the lowest order resonant terms in this case are quartic. The (nonlinear) stability of the axis depends, in this case, on the size of the resonant terms [36].
It is, however, important to note that the integrability of the normal form is misleading since the normal form expansion is generally only formal. Indeed, the power series for the coordinate transformation of IV.3 typically does not converge, even in a neighborhood of the magnetic axis. Of course, if one knows that is smooth or analytic then immediately one obtains the integrability of the system. There is a partial converse; if it is known that the system is integrable and the integral is nondegenerate (in particular non-resonant), then must be smooth or analytic. The proof is recalled in [9].

IV.5 Normal forms: Near Resonance
A great benefit of understanding near-axis expansions through normal form theory is the ability to understand near resonant phenomena. Suppose that the on-axis rotational transform for a resonance detuning . The key idea is to treat as formally small and to find the normal form of using the resonance . In doing so, the normal form will be valid as crosses zero and may produce a better understanding of the phase space topology further away from the magnetic axis.
Of course, the rationals are dense in the reals, so there is always a arbitrarily close to . However, if is large, any resonant terms that appear will not enter the normal form until the degree terms in . Although the following analysis will still work, it is only low-order resonances that are of primary concern near the axis.
Concretely, suppose the Hamiltonian is of the form
When is formally small, it can be neglected in and and the resonant normal form becomes (33). At this stage, we can add back the term under the ordering assumption it is a small as the first resonant term, i.e., . The resulting Hamiltonian again depends only on the combination , and so it is integrable—with an invariant that can be obtained by a time-dependent transformation as before.
The topology and bifurcations of the phase portraits for different values of as passes through are well understood (see, for example, Ref. [2]). The usual consequence is a stable region about the axis followed by a -island chain at a distance from the axis. However, the cases are special, since the detuning term appears at an order comparable with the resonant normal form terms. A 1:3 near-resonant example was depicted in Fig. 1.
We will give an example use of this near resonance analysis in Section VI.
V Application to Magnetic Axes
In this section we apply the classical Floquet and normal form theory to magnetic axes.
V.1 Formal Hamiltonians for magnetic axes
Given the rotation minimizing coordinates of Section III, defined in a tubular neighborhood of the magnetic axis, we now present an iterative scheme to directly compute the Hamiltonian and normal form coordinates for a given nondegenerate magnetic axis.
V.1.1 Series Expansions
In this section we construct the canonical Hamiltonian for Beltrami and vacuum magnetic fields in the neighborhood of a magnetic axis by solving (11) for the vector potential .
It will be convenient to solve the conditions of (11) for , the vector potential in the rotation minimizing coordinates since the metric is diagonal on . Once this is done, we will use (19) to impose the constraint that there exists , that is, that pushes forward to a periodic one-form on when rotated to a periodic frame through some satisfying (21).
For ease in computing canonical coordinates in Section V.1.2, it will be convenient to use gauge freedom to choose a representation of different from (25).
Lemma V.1.
Up to gauge freedom, any real-valued one-form on can formally be written as
(34) |
where . Furthermore if the original form is analytic at , then so is .
Proof.
An arbitrary one-form (25) is equivalent to (34) under a gauge transformation if there exists a function such that . In this case, necessarily . In fact, since is simply connected, this condition is also sufficient. Writing out each component of the condition yields,
(35) | ||||
(36) |
since the third, , component simply gives the complex conjugate of (35). First consider (36) as an equation determining a real-valued function given an arbitrary complex valued . Indeed, this can be solved at least formally about . To see this, expand each function as a power series in . Note that the operator maps monomials . Hence, for each monomial, we can solve the equation by simply dividing by , which is always nonzero.
Now we use the form (34) to solve the Beltrami equation (11). In the metric (23), the covariant components (26) become
(38) | ||||
Applying the operator once more to obtain (11) gives
(39) | ||||
This set, upon substitution for in terms of from (38), corresponds to three pdes for the vector potential components and .
To formally solve (39) for we expand each component in a series in and ,
(40) | |||
where each is a degree , homogeneous polynomial in with complex coefficients that are functions of . Substituting the series expansion (40) into the Beltrami condition (39) then gives
(41a) | ||||
(41b) | ||||
(41c) |
where is defined by
and is the equivalent under . The braces in (41) denote the order term from the formal series (40). The right hand sides of (41) depend on the components of to at most . As a consequence, the equations can be solved iteratively. We formulate this as a proposition.
Proposition V.2.
For any smooth satisfying (21) there is a formal solution to (41) of the form
(42) | ||||
where
(43) |
and and are real, degree- homogeneous polynomials in with coefficients periodic in and dependent on for , and each is a free, complex valued function. In particular, if each is taken -periodic in then the formal series are -periodic in .
Moreover, by subjecting (11) to the additional constraint , we have , and we can choose without changing .
Proof.
We prove the proposition by induction on the degree in (42). As the right hand side of (41) vanishes for , and for for (a), it follows that , and are free functions. Make the particular choice and where is the magnetic field on axis.
Assume the result is true for all and consider order . The right hand side of (41a) — evaluated at order — depends on for and for . For the second and third equations, we must know these components order . As a consequence, the first equation can be solved first to obtain before solving for .
The left hand side of (41a) can be thought of as a linear operator on the vector space of real, homogeneous polynomials. Specifically, let be the vector space of homogeneous degree- real polynomials in with -periodic coefficients. Then
In order to get a solution to (41a), we need to prove the right hand side is in the image of . Necessarily, the right hand side must be in . With the assumption that the proposition is true for all , a calculation confirms this is indeed true. In order to see this, note that is periodic by (23); as a consequence is also periodic.
Now we need to check the right hand side of (41a) is in the image of . Note that . The kernel of acting on is spanned by . Hence, as the kernel is two dimensional and , then by the rank-nullity theorem it is guaranteed that is surjective. Hence, assuming the proposition for , there is a solution to (41a) for .
Now, a necessary and sufficient condition for Eqs. 41b and 41c is for . Indeed, these equations correspond to the system (39). By knowing to degree , and to degree , we can obtain to order . We want to show that the final two equations are consistent for . In turn this will show that (41) is consistent. A quick rearrangement yields
Since is simply connected, a necessary and sufficient condition for these equations to be solvable is for
This condition is satisfied as,
It follows that the equations are consistent since by assumption.
Since (41) is consistent, a solution at order will exist provided the all coefficients are known for . The result follows by induction. ∎
From the preceding proposition we can obtain a formal solution to
(44) |
Consequently, by choosing that satisfies (21) and then rotating through we obtain periodic coordinates and a primitive form satisfying (11) so that
(45) |
where . Note that, if the Frenet-Serret frame exists and is taken to be the integral torsion (17), then is the torsion of .
The explicit solution to order of equations (41) is given in Appendix B. The leading order terms will be needed in Section V.2 and are given by
where the is a complex-valued, -periodic function of , and . Note that, if can be taken as the integral torsion (17), we have the curvature and the torsion of .
V.1.2 Canonical coordinates
We have now computed in Proposition V.2 the vector potential . By finding canonical coordinates, we will be able to get an expression for the Hamiltonian . A method to compute canonical coordinates using series expansions could be obtained using the work of Cary and Littlejohn [11]. However, the canonical coordinates are easily obtained as a consequence of our choice of gauge from Lemma V.1.
In complex coordinates , the canonical Liouville one-form is given, up to a closed one-form, by
(46) | ||||
where is the Hamiltonian. Recalling that is real, (45) can be transformed into the form (46) using
(47) |
and becomes
(48) |
The first four orders of are explicitly given in Appendix B. The leading order is
(49) |
V.1.3 Recovering the magnetic field
We have found canonical coordinates which put the one-form into the form (46). The beauty of this form is that almost all of the information about the magnetic vector field is stored in the single function . In order to extract the magnetic field from , we can first use the fact that . Explicitly, we have that where is the density from the metric induced by the transformation to canonical coordinates. Then
It follows that
Note that these are the Euler-Lagrange equations scaled by .
The density is a complicated expression, even when computed as a power series in . However, to compute the normal form, we will not be working directly with , but instead with the Hamiltonian vector field for ,
Consequently, the complication of computing is bypassed.
V.2 Normal form coordinates near magnetic axis
Normal form theory will be useful in the current analysis of near-axis expansions as it will allow for the elimination of as many terms as possible in the series expansion of . These removable terms are dependent on the quadratic component given explicitly in (49). Specifically, as was highlighted by Corollary IV.4, if the axis is elliptic we need to compute the on-axis rotational transform , or, if the axis is hyperbolic, we need the on-axis expansivity .
It is possible to get an explicit formula for these constants in terms of geometric quantities, such as the total torsion and curvature of the magnetic axis. First, note the leading order dynamics from is given by
(50) |
with . Theorem IV.2 guarantees a canonical transformation that is linear in bringing (50) into
(51) |
in the elliptic case and
(52) |
in the hyperbolic case.
In order to obtain explicitly, it is useful to use geometry. In the elliptic case, the transformation takes invariant tori of the linearized dynamics, that are in a tubular neighborhood of the axis, into other invariant tori in that are given simply by level sets of with . Similarly, in the hyperbolic case, maps invariant surfaces of the linearized dynamics, that are in a tubular neighborhood of of the axis, to invariant surfaces that are level sets of in .
In either case, this transformation can be broken down into a rotation
(53) |
that aligns the principal axes of each ellipse or hyperbola with the coordinate axes. Here in the elliptic or direct hyperbolic case, and in the reversed hyperbolic case, for some . This is followed by a canonical scaling
(54) |
for -periodic , in order to scale each ellipse or hyperbola to obtain symmetry between the major and minor axes.
Applying the transformations to (50) yields
(55) | ||||
In order for ellipses to be invariant we require . Computing this condition yields
(56) |
In order for hyperbolas to be invariant we require . Computing this condition yields
(57) |
Note that there is an additional constraint here; whenever we must have . In fact it must be asserted that for some function .
Finding the functions from (56) or (57) given the function can not, in general, be done analytically. Indeed this would amount to solving the general Floquet problem for (50). However, when designing useful magnetic fields, it is perhaps easier to work backwards by choosing and letting them determine the free function .
Applying the two transformations to the leading order Liouville one-form yields
(58) |
where the Hamiltonian has transformed to either
for the elliptic case or
for the hyperbolic case.
In the elliptic case, the dynamics are now given by orbits contained in invariant tori with frequency of poloidal rotation
(59) |
To complete the transformation we require that the rotation rate is constant along the toroidal angle . This can be done by averaging through the nonautonomous canonical transformation
(60) |
to transform the Hamiltonian to
as desired.
In the hyperbolic case, the dynamics have been reduced to orbits contained in invariant level sets of with a contraction rate of
(61) |
To complete the transformation we require that this contraction rate be constant along the toroidal angle . This can be done through a canonical rescaling using the average contraction rate. Specifically, make the canonical transformation
(62) |
This transforms the Hamiltonian to
as desired.
We summarize the results of this subsection as the following lemma.
Lemma V.3.
The Liouville one-form can be transformed to
(63) | ||||
where is a polynomial in of homogeneous degree with coefficients that are periodic functions in and dependent on .
Specifically there are functions and such that when the axis is elliptic the transformation, using (59), is
and
Once the leading order terms of the Hamiltonian are in the autonomous form given in Lemma V.3, we are in a position to determine the Birkhoff normal form for using IV.3 from Section IV. The result will, of course, depend upon whether the axis is elliptic or hyperbolic, and in the elliptic case, on whether is rational or not. An example of a near-resonant normal form for the elliptic case is given in Section VI.
VI Example: Curves with Constant Torsion
In this section normal form theory is applied to an example curve for a magnetic axis. For simplicity, a choice of , and the free functions is made to ensure the Hamiltonian has only finitely many harmonics at each order. In Section VI.1, a family of closed curves with simple curvature and torsion functions is described. Then, in Section VI.2, a near-axis expansion for these curves is made, the corresponding Hamiltonian function computed, and the normal form analyzed.
VI.1 Closed curves of constant torsion
To obtain a simple form for the magnetic axis, we follow Karcher [27] who obtained a simple, discrete symmetry condition under which a Frenet curve, , is a closed loop.111More generally a necessary condition is that the Floquet matrix of the system (13) is the identity [24], but this is a harder computation. To start, assume that the curvature and torsion functions are even, i.e., there is a point such that
(64) |
Such a symmetry implies a corresponding symmetry of the resulting space curve:
Lemma VI.1.
Proof.
Without loss of generality, suppose that . For any smooth functions and , there exists a unique curve , up to Euclidean transformations. Denote by the curve with curvature and torsion and by the curve with curvature and torsion . Assuming that both satisfy the same initial conditions, , , then uniqueness implies that . It follows that
Thus, since and , and the curves must be identical up to a -rotation about the shared normal , denoted by . It follows that .
More generally when , this symmetry holds for . ∎
If we suppose that there are at least two of these even symmetry points, say , for (64), then there are infinitely many of them.
Lemma VI.2.
If a function has two even symmetry points then it is periodic with period .
Proof.
By a simple calculation,
implying that is periodic with period . ∎
Thus if both and are even about two symmetry points, then they are both periodic. Consequently, if the curve is not closed, then it has infinitely many even symmetry points. More generally, if the set of symmetry points is assumed discrete, then Lemma VI.2 immediately implies that the full set is countable.
Geometrically, the proof of Lemma VI.2 shows that the entire curve can be constructed from a fundamental segment . This is done by first rotating about to get a symmetry point . A similar rotation about then gives , and so on. Likewise, rotation about gives and so on.
The discrete symmetry established in Lemma VI.1 can be used to find closed curves. If we can find that there exists some such that then we are guaranteed that is periodic. The following gives a sufficient condition for periodicity.
Proposition VI.3.
Suppose has curvature and torsion satisfying (64) for at least two distinct values and , and . Let be the normal line . If and intersect and do so at an angle that is a rational multiple of , then is closed.
Proof.
From Lemma VI.1, the discrete maps corresponding to -rotation about respectively , are discrete symmetries of . From Lemma VI.2, the points for are also symmetry points with discrete maps (that are -rotations about ). We claim that if intersect at a point then all intersect at . Indeed, the line is the fixed set of the map . Hence, applying to yields another line which will also intersect at . But this line is precisely . By induction, it must be true that all intersect at a point . Moreover, since all the rotations are by , all these lines lie on the same plane spanned by and the vector .
Finally, the angle of intersection between is the same as the angle of intersection between . Hence, if this angle is a rational multiple of , then the discrete mapping of into by will be periodic. Hence, for some , , implying the curve is closed. ∎
The sufficient conditions of this proposition can be reformulated as
(65) |
for . Here the first condition guarantees that the angle is rational and the second that the two lines and both lie in a plane containing the points and , so they necessarily intersect.
As a simple example with two even symmetry points, (64), consider curves with torsion that is constant and curvature that has a single harmonic:
(66) |
Clearly, , and are even symmetry points, and by Lemma VI.2 so are for each . Approximate values of that give closed curves can be obtained by solving the Frenet-Serret equations numerically for , for a range of values of , and applying a Newton iteration to find solutions to (65). One such closed curve, corresponding to the parameter values
(67) |
is shown in Fig. 3. Note that this curve has length .

VI.2 Normal form examples
In this section we give two examples of a normal form calculation to quartic degree in the variables of (63). We follow the iterative procedure outlined in Section IV. The available free functions to this order, as determined in Section V.1, are summarized in Table 2 for an elliptic axis.
Degree | Free functions | Conditions |
---|---|---|
2 | real | |
2 | real, periodic | |
2 | periodic | |
2 | real, periodic. | |
3 | complex, periodic. | |
4 | complex, periodic. |
We will make a choice of the free functions that simplifies the number of terms appearing in the Floquet-transformed Hamiltonian (Eq. 63) before computing the normal form. Moreover, we will choose the Beltrami constant so that the on-axis rotation is close to a resonance, . This allows for two comparative normal form examples; the first taking so that there are no resonance terms up to degree four, and the second using the near resonant normal form as described in Section IV.5.
We will use the family with (66) with the parameters (67). At degree zero, choose . At degree two, take and , see Table 3. This choice ensures that we can simply compute (59) as
a linear function of . As a consequence, the Floquet transformations (Eqs. 53, 54 and 60) will produce coefficients of the Hamiltonian (63) that are periodic functions with only low order harmonics. Moreover, by choosing appropriately, we can ensure that for some small value of .
For the degree 3 and 4 terms, there is a choice of periodic, complex valued functions as given in Proposition V.2. We want to ensure that there are some 1:3 resonance terms when the near-resonant normal form is computed in Section VI.2.2. By Corollary IV.4, this amounts to requiring that the coefficient of is non-zero. Hence, we choose so that, after Floquet transformation, the coefficients of and vanish, but the coefficient of and do not. Similarly, we will choose so that the coefficients of vanish. This guarantees as few coefficients at this order as possible.
A summary of the choice of free functions is given in Table 3. Through appropriate substitution of these specific free functions and consequent transformation of (49) by the Floquet transformations, the resulting Hamiltonian (63) to degree-four is of the form,
(68) | ||||
Note that since is real.
Degree | Free functions | Choice |
---|---|---|
2 | ||
2 | ||
2 | ||
2 | ||
3 | so that coefficients of vanish | |
4 | so that coefficients of vanish |
VI.2.1 Example 1: non-resonant normal form
Using the choice of functions given in Table 3, we will compute the non-resonant normal form for the Hamiltonian (68). We follow Section A.2 in moving to extended phase space and using the extended bracket, (76), . The following calculation will hold provided with .
At the iteration in the normal form procedure, we need to solve the homological equation
where the first term represents the degree terms after the previous normal form transformations have been made, and the second contains the resonant (or irremovable) terms. That is, at each order the Hamiltonian will have the form
with since is real. It is important to note that each coefficient must be computed by applying all the previous, lower order, transformations (see Appendix A).
Letting the degree- terms have the power series representation
then, solving the homological equation, term-by-term gives
(69) |
providing there is no resonance: . Any “resonant” terms are not removed, and accumulated in the normal form Hamiltonian .
With taken so that with , the degree Hamiltonian is given as,
(70) |
Note that as is real. As there are no resonant terms in the normal form (70), and consequently it does not depend on , then is an approximate integral for the system. By pulling back this approximate integral by the normal form transformation, we obtain an integral in the original Floquet coordinates . The resulting level sets of this function at a slice is given in Fig. 4 for a value of . Moreover, some trajectories of the degree four Hamiltonian Eq. 68 are plotted for comparison.

VI.2.2 Example 2: near-resonant normal form
As in the previous example, we will make a choice of functions as given in Table 3. In contrast however, we will compute the near-resonant normal form for the Hamiltonian (68). That is we will assume to be small and follow the theory outlined in Section IV.5.
As before, the general solution for the normalizing functions is given Eq. 69. As we are essentially taking , at degree 3 there is a resonant term
The degree terms of the normal form, , will only contain the irremovable term , similar to the previous example. Here is the coefficient of after the transformation generated by has been applied to to give . The degree normal form becomes
(71) |
The resonant terms in the normal form (71) prevent the system from being autonomous. As a consequence, the normal form itself is not an integral. However, through a rotation, we obtain the approximate integral
(72) |
By pulling back this approximate integral by the rotation and the normal form transformation, we obtain an integral in the original Floquet coordinates . The resulting level sets of this function at a slice is given in Fig. 5 for a value of . Moreover, some trajectories of the degree Hamiltonian Eq. 68 are plotted for comparison.

VII Concluding Remarks
In this paper, we studied near-axis expansions for Beltrami and vacuum magnetic fields. These were introduced through the lens of differential forms, motivating a Hamiltonian perspective and facilitating the application of Floquet and normal form theory. Ultimately these techniques gave a way to iteratively compute simple coordinates and an approximate integral for fields near a magnetic axis. We gave two examples, the first analyzed through a regular normal form, and the second through a near-resonant normal form.
The language of differential forms reveals how Beltrami or vacuum fields gives a manifold a contact or cosymplectic structure, respectfully. The fact that Beltrami fields form contact structures has been used previously to establish topological properties of Beltrami fields (for example see Ref. [15, 14, 10]). As far as we are aware, the cosymplectic structure of a vacuum field has yet to be explored. We hope that future work may further illuminate this subtle difference.
In this paper, several generalizations were made that permit the application of near-axis expansions to a wider variety of configurations. Firstly, we showed how to construct a rotation minimizing frame without a Frenet-Serret frame, using the ideas of Bishop [6]. Consequently, it is possible to study axes with points of vanishing curvature while still using the traditional framework of Mericer [35]. Secondly, we demonstrated how to implement a near-axis expansion for a hyperbolic axis, which may prove useful for the study of divertors [7, 8]. Finally, we were able to carry out these expansions without assuming the existence of flux surfaces or of non-resonance. Nevertheless, we constructed approximate integrals using the normal form. This contrasts the common claim that an existence requirement for flux surfaces is non-resonance of the axis [26].
As we demonstrated, normal form theory gives a way to understand the possible topology of magnetic fields near an axis, in particular for those near or at resonance. The resonant normal form will allow the investigation of properties, such as omnigenity or quasisymmetry, near island chains and hyperbolic axes. This may enlarge the category of configurations with these properties.
Moreover, as demonstrated by comparing Fig. 5 and Fig. 4, a near-resonant normal form can give a better approximation of flux surfaces as well as help locate any separatrices.
Finally, this paper applies the near-axis expansion, for the first time, to Beltrami fields. Such fields have recently become the central point in computing stepped-pressure MHD equilibria that have open regions with where the field is Beltrami, e.g. [23]. Although Beltrami fields are generically chaotic, the existence of even approximate flux surfaces would be advantageous. Our techniques will be useful to construct fields with such flux surfaces.
Appendix A Normal Form Theory
In this section we will give a proof of IV.3. There are many proofs in the literature (see, for instance, Ref. [36]). However, because these proofs are constructive, and are used in the computations in Section IV and Section VI.2, it is of use to be more explicit.
As outlined in Section IV, normal form theory seeks a choice of canonical coordinates near a periodic orbit for which the Hamiltonian takes its “simplest” form. We want a way to easily apply canonical transformations to the Hamiltonian, and study how this transformation modifies the Hamiltonian at each degree in the Taylor series expansion of about the periodic orbit. As pioneered by Ref. [13], one relatively easy way to do this is through the method of Lie series.
This method takes advantage of the fact that the set of diffeomorphisms on a manifold is a Lie group under composition. The corresponding Lie algebra is the vector space of complete vector fields on . This gives an efficient method for computing the action of a flow of a Hamiltonian vector field on a function. Explicitly if is the time- flow of a vector field , then the action of on a function is given by the Lie series
(73) |
where the vector field can be thought of as the usual Lie derivative operator that acts on functions.
For the case of Hamiltonian vector fields, the flow will be a symplectic transformation. These can be generated using the Poisson bracket on the manifold , recall (30). Given , the Hamiltonian vector field is , and the Lie derivative operator becomes
Moreover, it can be shown that the Lie bracket for Hamiltonian vector fields is given by
The point is that the map is a Lie algebra homomorphism.
Thus, given a Hamiltonian function , there is a Hamiltonian vector field , which in turn, can be used to generate a symplectic transformation , the time flow of . Consequently, the action on a function by can be computed using Lie series through (73), that is,
Through this relation, we never have to deal directly with the flow , or even the vector field , we can simply use Hamiltonian and the Poisson Bracket operator , to compute the transformation of .
We will proceed by first recalling the normal form transformation for an autonomous Hamiltonian, before extending it to the non-autonomous case.
A.1 Time Independent
Assume that is independent of time and has an equilibrium, without loss of generality, at the origin. Let be local canonical coordinates and the canonical Poisson bracket (30).
We review here the iterative procedure to transform the Hamiltonian to a normal form and produce the required transformation. To start this procedure, we expand into a Taylor series about the origin
denoting the degree of the homogeneous component using a subscript. We will make the non-degeneracy assumption that is degree two, and so that a lower index indicates a degree polynomial in . The upper index—on the higher order terms—will denote the step in the normal form procedure. We omit this for , as it will stay fixed. The is introduced purely for bookkeeping.
For the general normalization step, consider a Hamiltonian with degree vector field . Since the just scales time, the corresponding “time-one” flow becomes the symplectic transformation . Using Eq. 73 this transforms the Hamiltonian to a new form , given by,
Note that the lowest-order effect of this transformation is to transform the degree homogeneous component of , namely . The corresponding equation at this order is
This equation, when thought of as an equation to determine the desired :
(74) |
is referred to as the homological equation. The central object of study is now the linear operator . Letting be the vector space of degree- homogeneous polynomials in , then, since is quadratic,
Ideally would be chosen so that , and the resulting Hamiltonian would have no order- terms. However, this is only possible if . However, if is not onto, then there can be components of not in . For the case that the linearized matrix is diagonalizable (recall (28)), then so is the operator [36]. Under this assumption, it is always possible to write
Then if we choose to be the projection of onto , the homological equation (74) can be solved for . Of course, then the terms , the “resonant terms,” remain in the transformed Hamiltonian .
The normal form procedure thus begins by diagonalizing the matrix associated with the quadratic . To normalize the cubic terms, , we act on by the flow generated by a degree-three Hamiltonian , or equivalently its degree-two vector field . The transformed Hamiltonian becomes
The next step in the iterative procedure is to normalize the order two terms, using a transformation generated by a Hamiltonian . The result with be
where the order zero and order one terms remain unchanged. To do this, we must solve the homological equation
Again we choose so that to compute .
Continuing in this fashion, we can obtain the order Hamiltonian by iteration of for , namely
The transformation bringing to order normal form is given by the Lie series
This can be computed as a series expansion. Note that the inverse transformation is easily computed as
A.2 Time Periodic
We will now present an outline of the time dependent normal form. Consider a Hamiltonian that depends periodically on time so that . As before, we assume that we are given canonical coordinates near an orbit that has period . We assume that coordinates (e.g. using Floquet theory) have been chosen so that .
Now, decompose into its various homogeneous terms by expanding in a Taylor series in :
(75) |
As before, is introduced purely for bookkeeping.
We assume that the Hamiltonian is in Floquet coordinates so that is independent of time (see Section IV) and is quadratic. We would now like to do the same as in the autonomous case, namely, simplify the system by a near identity, canonical coordinate transformation. Unfortunately, the time dependence prevents us from directly using the Lie derivatives . However, this problem can be circumnavigated by moving to extended phase space.
A point in extended phase space has the energy variable as its fourth coordinate. The Hamiltonian is now
and the Poisson bracket becomes
The normal form transformations do not need to change the time coordinate, so we consider vector fields . that are zero in the time-direction. As a consequence, the corresponding Hamiltonian, , in the extended phase space is independent of , so that
(76) |
As before, the transformation at order corresponds to a Hamiltonian that is degree in , but now has periodic coefficients. This gives a degree vector field , and generates the transformation .
Now, from the computation in Section A.1, application of the symplectic transformation produces the homological equation
It follows that, in the time dependent case, the appropriate linear operator is now , and it is that determines the resonant terms in the normal form.
The normal form procedure is carried out in Section IV, following the autonomous case. The only difference is the modification of the homological equation and that must be used in computing the Lie series of Eq. 73.
Appendix B Explicit Expansions for the Vector Potential and Hamiltonian
Acknowledgements
The authors acknowledge support of the Simons Foundation through grant #601972 “Hidden Symmetries and Fusion Energy.” Useful conversations with J. Burby, C. Carley, R. Jorge, M. Landreman, R.S. MacKay, W. Sengupta, and E. Rodriguez are gratefully acknowledged.
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