Hamiltonian representation of isomonodromic deformations of twisted rational connections: The Painlev\'{e} $1$ hierarchy
Olivier Marchal, Mohamad Alameddine

TL;DR
This paper develops a Hamiltonian framework and explicit Lax pairs for the Painlevé 1 hierarchy using twisted rational connections, providing new formulas and coordinate transformations for analyzing isomonodromic deformations.
Contribution
It introduces explicit Hamiltonians and Lax pairs for the Painlevé 1 hierarchy via twisted connections, and constructs coordinate changes to simplify their polynomial structure.
Findings
Explicit formulas for Lax pairs and Hamiltonians in terms of irregular times.
A reduction map for the space of irregular times to fewer deformations.
Symplectic coordinate transformations yielding polynomial Hamiltonians.
Abstract
In this paper, we build the Hamiltonian system and the corresponding Lax pairs associated to a twisted connection in admitting an irregular and ramified pole at infinity of arbitrary degree, hence corresponding to the Painlev\'{e} hierarchy. We provide explicit formulas for these Lax pairs and Hamiltonians in terms of the irregular times and standard Darboux coordinates associated to the twisted connection. Furthermore, we obtain a map that reduces the space of irregular times to only non-trivial isomonodromic deformations. In addition, we perform a symplectic change of Darboux coordinates to obtain a set of symmetric Darboux coordinates in which Hamiltonians and Lax pairs are polynomial. Finally, we apply our general theory to the first cases of the hierarchy: the Airy case , the Painlev\'{e} case and the next two elements…
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Hamiltonian representation of isomonodromic deformations of twisted rational connections: The Painlevé hierarchy
1Olivier Marchal111Université de Lyon, Université Jean Monnet Saint-Étienne, CNRS UMR 5208, Institut Camille Jordan, Institut Universitaire de France, F-42023 Saint-Etienne, France. , 2Mohamad Alameddine222Université de Lyon, Université Jean Monnet Saint-Étienne, CNRS UMR 5208, Institut Camille Jordan, F-42023 Saint-Etienne, France.
Abstract
In this paper, we build the Hamiltonian system and the corresponding Lax pairs associated to a twisted connection in admitting an irregular and ramified pole at infinity of arbitrary degree, hence corresponding to the Painlevé hierarchy. We provide explicit formulas for these Lax pairs and Hamiltonians in terms of the irregular times and standard Darboux coordinates associated to the twisted connection. Furthermore, we obtain a map that reduces the space of irregular times to only non-trivial isomonodromic deformations. In addition, we perform a symplectic change of Darboux coordinates to obtain a set of symmetric Darboux coordinates in which Hamiltonians and Lax pairs are polynomial. Finally, we apply our general theory to the first cases of the hierarchy: the Airy case , the Painlevé case and the next two elements of the Painlevé hierarchy.
††Email Addresses:1[email protected], 2[email protected]
Contents
-
3 Classical spectral curve and connection with topological recursion
-
6 Expression of the Hamiltonian and Lax matrices in terms of symmetric Darboux coordinates
-
6.1 Notations and identities regarding symmetric polynomials
-
6.3 Polynomial expression of the Hamiltonian in the symmetric Darboux coordinates
-
6.4 Expressing the Lax matrices with the symmetric Darboux coordinates
-
7 Decomposition and reduction of the space of isomonodromic deformations
-
8 Canonical choice of trivial times and simplification of the Hamiltonian systems
-
F Proofs of the identities involving elementary symmetric polynomials
1 Introduction and summary of the results
Isomonodromic deformations have been studied since the beginning of the twentieth century [29, 18, 21, 28, 20, 30] and is still currently an active domain in modern mathematics. If the initial restriction to Fuchsian singularities is now very well understood, many questions in the case of irregular singularities remain open. If a geometrical understanding of the Hamiltonian representation of the isomonodromic equations for a generic meromorphic connection in with is now well understood [22, 5], the explicit expression for the Hamiltonians and Lax pairs was derived on a case by case basis until some very recent results. In [19], the authors obtained explicit expressions for the Hamiltonians using confluences of isomonodromic deformations of Fuchsian systems. In particular, this method may only obtain results for deformations obtained by confluences of simple poles limiting its range of application for . Independently, in [27], the authors proposed a generic construction and some explicit formulas for the Lax pairs and Hamiltonians associated to meromorphic connections in such that all leading orders at each pole are assumed to be diagonalizable.333For clarity in the exposition, results of [27] are restricted to the stronger assumption that the matrices defining the Lax matrix are assumed to have distinct eigenvalues at all orders, but as remarked in the paper, the results may easily be generalized to the assumption that only leading orders at each pole are assumed to be diagonalizable after a suitable restriction of the deformation space. In addition, they proposed an explicit map from the geometric set of irregular times (defined in [8, 9, 10]) to a smaller set of isomonodromic times complemented by a set of trivial times and showed that the Darboux coordinates are independent of the trivial times. Thus, it is natural to wonder if the method of [27] can be extended to the case where a meromorphic connection in exhibits a pole whose leading order cannot be diagonalized.
The main purpose of this article is to provide a positive answer to this question and to obtain some explicit expressions for both the Hamiltonian system and the Lax pairs in the so-called “twisted case”, i.e. for meromorphic connections in such that the leading order of the connection at a pole is non-diagonalizable. Such poles are also referred to as “ramified poles” in the literature. In [27] results indicated that the formulas are independent at each pole so that we focus, without loss of generality, to the case of only one ramified pole at infinity in this paper (the position of the pole playing no role). In the end, combining the results of the present paper and those of [27] completes the study of all meromorphic connections in .
Let us emphasize that the “twisted case” requires a specific and non-trivial analysis. Indeed, the underlying geometry, in particular the definition of the irregular times at a ramified pole, is more difficult and less understood than the non-ramified case. Main results in this area are [8, 7, 9, 10] and shall be used throughout the article. One of the main difference in the twisted case is the necessity to introduce a ramified cover around each pole with some associated local coordinates in order to be able to “diagonalize” the singular part of the connection around the pole. Moreover, the definition of irregular times differs since for example the eigenvalues of the leading order of the Lax matrix are necessarily the same (because the matrix is assumed to be non-diagonalizable) so that the dimension of the space of irregular times and associated deformations drastically change. All these important changes require a detailed analysis of the twisted case that we propose in the present paper.
In particular, our main results that can be seen as a summary and plan of the article are:
- •
For any isomonodromic deformation, characterized by a vector in the tangent space, we provide an explicit gauge transformation between the geometric Lax pair and the companion-like Lax pair in terms of apparent singularities , their dual coordinates and the irregular times in Proposition 2.2.
- •
A general expression of the companion-like Lax pair in terms of the Darboux coordinates is given in Propositions 2.4, 4.2 and 4.3, complemented with equation (4-9). These results follow from the local asymptotics at infinity of the wave matrix obtained in Proposition 2.3 following the geometric construction of the twisted meromorphic connection.
- •
Explicit expressions of the evolutions of the Darboux coordinates relatively to irregular times and a proof that these evolutions are indeed Hamiltonian with an explicit expression of the latter are given in Theorem 5.1.
- •
A symplectic change from Darboux coordinates to the set of symmetric Darboux coordinates for which the geometric Lax pair and the Hamiltonians are polynomial is provided in Definition 6.2. The explicit polynomial expressions are given in Theorem 6.1 and Propositions 6.3 and 6.4.
- •
A natural reduction of the space of deformations relatively to irregular times (of dimension ) to a subspace of non-trivial isomonodromic deformations (of dimension ) complemented by a space of trivial deformations is detailed in Section 7. Note in particular that this map is explicit both at the level of the tangent space (Definition 7.1) and at the level of times (Definition 7.2). The terminology “trivial deformations” stands for the fact that the evolutions of the (shifted) Darboux coordinates relatively to these times are proven trivial in Theorem 7.2.
- •
Simpler formulas in terms of the Darboux coordinates for the companion-like Lax pair and Hamiltonians, after a canonical choice of the trivial times (given in Definition 8.1), are provided in Proposition 8.2 and Theorem 8.1.
- •
Some simpler polynomial expressions in terms of the symmetric Darboux coordinates of the geometric Lax pair and Hamiltonians, after a canonical choice of the trivial times (defined in Definition 8.1), are provided in Proposition 8.1 and Theorem 8.1.
- •
The connection with the quantization of classical spectral curves via the topological recursion of [16] is presented as a by-product in Section 3.
2 Twisted meromorphic connections at infinity
2.1 Twisted meromorphic connections and irregular times
The space of meromorphic connections has been studied from many different perspectives. In the present article, we shall mainly follow the point of view of the Montréal group [1, 2] together with some insight from the work of P. Boalch [8]. Let us first define the space we shall be studying.
Definition 2.1** (Space of meromorphic connections with a pole at infinity).**
Let be a given integer. We shall consider
[TABLE]
where acts simultaneously by conjugation on all the coefficients . The corresponding meromorphic connection is defined by
[TABLE]
where is referred to as the wave matrix.
The space corresponds to the space of meromorphic connections with a pole at infinity whose order is prescribed by the integer . Since , the pole at infinity is said to be irregular. The generic case where the leading order is diagonalizable has been studied in [27] where a complete construction of the associated Hamiltonian systems is provided. In this article, we shall deal with the so-called “twisted” case of [10]. It corresponds to the case where the leading order is assumed to be non-diagonalizable. In the literature, this case is also referred to as “ramified” at infinity. We introduce the following definition.
Definition 2.2** (Set of twisted meromorphic connections at infinity).**
Let be a given integer. We shall consider the subset of defined by
[TABLE]
can be given a Poisson structure inherited from the Poisson structure of a corresponding loop algebra and this space has been intensively studied from the point of view of isospectral and isomonodromic deformations. Following P. Boalch’s works, we can use the Poisson structure on in order to describe it as a bundle whose fibers are symplectic leaves obtained by fixing the irregular type and monodromies of . The general theory for the non-twisted or twisted case has been described in [8, 9, 10]. Let us briefly review this perspective in the twisted setting and use it to define local coordinates on trivializing the fibration.
The main difference when dealing with the twisted case at infinity is that one needs to introduce a two-sheeted cover above infinity and define the local coordinate at infinity by
[TABLE]
The general theory of [10] implies the following proposition.
Proposition 2.1**.**
Let . For any given in an orbit of , there exists a local gauge matrix around such that
[TABLE]
and
- •
* is a formal fundamental solution, also known as a Turritin-Levelt fundamental form (or Birkhoff factorization):*
[TABLE]
where is holomorphic at .
- •
The associated Lax matrix has a diagonal singular part at :
[TABLE]
The complex numbers define the “irregular times” at infinity that we shall denote the irregular type of .
Remark 2.1**.**
The coefficients are also referred to as “spectral times” or “KP times” in part of the literature.
Note that the diagonal part could be expressed as with . This immediately follows from the fact that and by definition may only involve even powers of . In the same way, we also have the following remark.
Remark 2.2**.**
Since , the relation shall also provide the diagonal coefficients in (2-17). Similarly, note that the determinant only involves even powers of and satisfies
[TABLE]
so that from the coefficients of as well as the upper-right coefficient of (that is necessarily ) shall be fixed in (2-17).
2.2 Choice of representative normalized at infinity
Fixing the irregular type of does not fix it uniquely. In fact, the space
[TABLE]
is a symplectic manifold of dimension
[TABLE]
where
[TABLE]
is the genus of the spectral curve defined by
For any value of the irregular times, the Montréal group introduced a set of local Darboux coordinates on . Indeed, in each orbit in , the global action of implies that we may choose the leading coefficient as a lower triangular matrix with identical coefficients on the diagonal (which is the standard form for a non-diagonalizable matrix of size ). Furthermore, the remaining action allows to fix the coefficients on the diagonal of the subleading order at equal values. Combining this choice with Remark 2.2, we obtain the existence of a unique element for which is of the form
[TABLE]
One may thus identify with the space of such representatives
[TABLE]
In the following, we shall use the notation whenever we consider such a representative and call it a representative “normalized at infinity”.
2.3 Darboux coordinates
The work of the Montréal group implies that the space is a symplectic manifold of dimension . Consequently, one may define a set of Darboux coordinates on that we shall present in this section. Let be a representative of the form described above in eq. (2-17). By definition, the entry is a monic polynomial function of of degree . We thus define as the zeroes of
[TABLE]
This defines half of the spectral Darboux coordinates. The second half is obtained by evaluating the entry at ,
[TABLE]
Let us remark that, for any , the pair is by definition a point on the spectral curve defined by . In other words, we have
[TABLE]
As in the non-twisted case,the previous construction provides a local description of the space as a trivial bundle where the base is the set of irregular times. The fiber above a point is that we equip with spectral Darboux coordinates .
The space is a space of isomonodromic deformations meaning that any vector field gives rise to a deformation of preserving its generalized monodromy data. There exist different equivalent ways to characterize the property of being an isomonodromic vector field. The one that we shall use in this article is the existence of a compatible system of the form
[TABLE]
where is a polynomial function of with a pole at infinity lower or equal to (the order of the pole at infinity of ). Equations (2-21) are referred to as a Lax pair whose compatibility condition is
[TABLE]
2.4 Scalar differential equation and companion gauge
Let us now consider an orbit in and a representative of this orbit normalized at infinity as above. Let be a wave matrix solution to the linear system
[TABLE]
The differential system may be rewritten into a scalar differential equation for that is equivalent to a companion like matrix system. More precisely, defining
[TABLE]
we get that is a solution of the companion-like system
[TABLE]
given by
[TABLE]
Note in particular that the first line of and is obviously the same: and so that we immediately get
[TABLE]
The companion-like system (2-25) is equivalent to say that and satisfy the linear ODE:
[TABLE]
which is sometimes referred to as the “quantum curve”.
2.5 Introduction of a scaling parameter
In order to make the connection with formal -transseries appearing in the quantization of classical spectral curves via topological recursion of [16], we shall also introduce a formal parameter by a simple rescaling of the irregular times.
[TABLE]
This very simple rescaling implies that the differential system reads
[TABLE]
However, for readers uneasy with this additional parameter, we stress here that may be fixed to in the rest of the paper except for Section 3.
2.6 Explicit expressions of the gauge transformation
Using the Darboux coordinates and the irregular times , one may obtain the explicit expression of the gauge transformation relating and . In order to do so, we shall introduce an intermediate wave matrix for the following proposition.
Proposition 2.2**.**
The matrices and are related by the gauge transformations
[TABLE]
where is the unique polynomial in of degree such that (with the convention that empty products are set to )
[TABLE]
i.e.
[TABLE]
and the coefficient is given by
[TABLE]
Proof.
The proof consists in observing that
[TABLE]
recovers the matrix (2-24). Indeed, we first have that and by definition is a monic polynomial of degree with zeroes given by . Similarly, the entry is polynomial in of degree . Moreover, it satisfies for all because of (2-19). Finally its leading coefficients at infinity are
[TABLE]
so that taking
[TABLE]
provides . Hence, with this choice of , it is equal to . Consequently, recovers the matrix of equation (2-24) ending the proof. ∎
Remark 2.3**.**
By definition, the matrix satisfies the Lax system:
[TABLE]
for any irregular time . In particular, the corresponding Lax matrices and are given by
[TABLE]
and are polynomial functions of with no singularities at .
Note that by definition, the entries of are related to those of by
[TABLE]
Similarly, the entries of are related to those of by
[TABLE]
2.7 Wronksians and asymptotics of the wave functions
Combining the gauge transformations , and , we obtain the following proposition.
Proposition 2.3**.**
The scalar wave functions and have the following expansions around .
[TABLE]
Proof.
The proof is done in Appendix A. ∎
For convenience, we shall also define the Wronskians associated to the Lax systems and provide their explicit expressions that follow from the previous proposition:
Definition 2.3** (Wronskians).**
Let us define , and the Wronskians associated to the corresponding wave matrices. They are given by
[TABLE]
where and are unknown constants (in the sense independent of ) and where we have defined
[TABLE]
and regrouped them into the polynomial :
[TABLE]
Proof.
The proof starts with . From the general construction and Proposition 2.3, is a polynomial function of of degree . Moreover, since , we get that the zeroes of are simple poles of . Since may only have poles at infinity or at , we get that for some constant (i.e. independent of ). Formulas for and follow from and the gauge transformations using the determinants of and . ∎
2.8 Explicit expression for the Lax matrix
In this section we shall provide an explicit expression for the matrix in terms of irregular times and Darboux coordinates. Only coefficients of the matrix shall remain undetermined at this stage. These coefficients will be put in one-to-one correspondence with the upcoming Hamiltonians. In order to write down the Lax matrix in a compact form, we shall introduce the following definition.
Definition 2.4**.**
We define the following quantities:
[TABLE]
and regroup them into the polynomial function :
[TABLE]
We shall also define
[TABLE]
where the coefficients remain undetermined at this stage.
Using the previous definition, we obtain the following proposition.
Proposition 2.4**.**
The Lax matrix is given by
[TABLE]
with
[TABLE]
Coefficients shall be determined later in Proposition 5.1.
Proof.
The proof is based on the fact that the entries of are rational functions of with poles only at or at apparent singularities . Using the knowledge of the asymptotics expansion at provides the result. This is detailed in Appendix B. ∎
3 Classical spectral curve and connection with topological recursion
Before turning to deformations relatively to the irregular times, let us briefly mention the connection of the present setup with the classical spectral curve and the topological recursion. This section being independent of the others, we stress that readers with no interest in topological recursion or in WKB expansions may skip the content of this section.
Let us first recall how one may obtain the classical spectral curve from a Lax system. When dealing with a Lax system of the form
[TABLE]
it is standard to define the “classical spectral curve” as . It is important to note that the classical spectral curve is unaffected by the gauge transformations with regular in . Indeed, the conjugation of the Lax matrix does not change the characteristic polynomial and the additional term disappears in the limit . In particular, in our setup, it means that one may compute the classical spectral curve using either , or :
[TABLE]
In our case, the general expression of the matrix implies that the classical spectral curve is
[TABLE]
It defines a Riemann surface of genus whose coefficients are determined by (2-60) and Definition 2.4. Note that only coefficients remained undetermined at this stage (i.e. ) that can be mapped with the so-called filling fractions naturally associated to the Riemann surface. Moreover, the present twisted case corresponds to the case where infinity is a ramification point of the Riemann surface. In other words, the twisted case happens when a pole of the connection is also a ramification point of the underlying classical spectral curve. The asymptotic expansions of the differential form at each pole is in direct relation with the asymptotics of the wave functions (2-55) since we have
[TABLE]
where and are the expressions of in both sheets.
Let us now discuss the connection of the present work with the Chekhov-Eynard-Orantin topological recursion [11, 12, 13, 16, 17] as given in [27]. Recent works [26, 15] have shown how to quantize the classical spectral curve using topological recursion. Indeed, applying the topological recursion to the classical spectral curve (3-3) generates Eynard-Orantin differentials that can be regrouped into formal -transseries to define formal wave functions that satisfy a quantum curve, i.e. a linear ODE of degree with pole singularities at infinity and apparent singularities at and whose limit recovers the classical spectral curve. The construction presented in [26, 15] implies that this ODE is the same as the one defined by the Lax matrix of the present paper so that we get
[TABLE]
where is a constant (independent of ) matrix. In other words, the topological recursion reconstructs our wave functions and making the classical spectral curve the only necessary object to build the full Lax system. However, the price to pay in this perspective is the mandatory introduction of the formal parameter to define the formal -transseries and then . As explained in Section 2.5, this formal parameter can be removed by proper rescaling at the level of the Lax system but it is unclear how the topological recursion wave functions may be defined after this rescaling, since there is no more formal parameter to define the series. This issue is in deep relation with the analytical meaning that might be given to the formal -transseries. In particular, it is presently unclear how to resum analytically the -transseries to obtain non-formal identities and current works are in progress to tackle this problem.
4 General isomonodromic deformations and auxiliary matrices
4.1 Definition of general isomonodromic deformations
The previous sections provide a natural set of parameters for which we may consider deformations, namely the irregular times . In order to study deformations relatively to these parameters we introduce the following definition.
Definition 4.1**.**
We define the following general deformation operators.
[TABLE]
where we define the vector by
[TABLE]
Deformations defined by Definition 4.1 shall be seen as general isomonodromic deformations in .
Associated to a vector are general auxiliary Lax matrices , and defined by
[TABLE]
In particular, and are polynomial functions of while may also have additional poles at . Note that , and provide equivalent Lax pairs but expressed in three different gauges. The corresponding compatibility equations are
[TABLE]
We shall now use the asymptotic expansions of the wave matrices in order to obtain information on the general form of the auxiliary matrices. Then, we shall use the compatibility equations in order to determine the evolutions of the Darboux coordinates under general isomonodromic deformations and prove that these evolutions are Hamiltonian as performed in a similar way for the non-twisted case in [27].
4.2 General form of the auxiliary matrix
Using compatibility conditions one may easily obtain two of the entries of . Indeed, since is a companion-like matrix, compatibility equations (4-6) imply that
[TABLE]
so that only the first line of remains unknown at this stage. The other two entries of the compatibility equation (4-6) leads to
[TABLE]
that shall be used later to determine the evolution equations for . Before studying the compatibility equations, let us observe that the asymptotic expansions of the wave matrix at infinity allows to determine the general form of the auxiliary matrix . This leads us to the following results.
Proposition 4.1**.**
The asymptotic expansion of entry at infinity is given by
[TABLE]
Moreover, coefficients are determined by
[TABLE]
where is a lower triangular Toeplitz matrix of size independent of the deformation :
[TABLE]
Proof.
The proof is presented in Appendix C. ∎
The previous proposition may be used to determine the general form of the entry .
Proposition 4.2**.**
Entry is given by
[TABLE]
Coefficients are determined by the linear system
[TABLE]
where is a matrix
[TABLE]
Proof.
We know that is rational in with only simple poles in and a pole at infinity. Proposition 4.1 provides the asymptotics at infinity so that (4-18) holds. Moreover the expansion at infinity of
[TABLE]
identifies with (4-15) only with (4-19). ∎
Note that we may determine coefficients by the fact that
[TABLE]
where the l.h.s. is a polynomial in and are the elementary symmetric polynomials. Thus, for all :
[TABLE]
so that we obtain the recursive relations
[TABLE]
In particular, we get for :
[TABLE]
Let us now perform similar computation for . We obtain the following proposition.
Proposition 4.3**.**
The entry is given by
[TABLE]
with
[TABLE]
Coefficients are determined by
[TABLE]
with the matrix given by (4-17).
Proof.
The proof is done in Appendix D. ∎
Note that is not determined but will play no role in the rest of the paper. In the previous propositions, one may easily observe that , and are independent of the Darboux coordinates and depend only on irregular times and the deformation . On the contrary, and depend on the Darboux coordinates.
5 General Hamiltonian evolutions
The previous sections provide the general form of the matrices and through Propositions 2.4, 4.1, 4.2, 4.3 and equation (4-9). As we shall see below, inserting the previous knowledge into the compatibility equations (4-12) provides the evolutions of the Darboux coordinates.
The first step is to look at order in . We obtain, for all :
[TABLE]
The next step is to determine the coefficients that remain unknown in . To achieve this task, we look at order in using (4-12). We obtain
[TABLE]
Inserting (5-1) provides, for all ,
[TABLE]
where it is obvious that the r.h.s. is independent of the deformation vector . The last relation can be rewritten into a matrix form.
Proposition 5.1**.**
We have
[TABLE]
Finally, in order to obtain the evolution equation for we look at order of the entry . We get, for all ,
[TABLE]
Thus, we have obtained the general evolutions for through (5-1) and (5-8). We may now formulate our first main Theorem showing that these evolutions are Hamiltonian.
Theorem 5.1** (Hamiltonian evolution).**
Defining
[TABLE]
the evolutions for ,
[TABLE]
are Hamiltonian in the sense that
[TABLE]
Quantities involved in the Hamiltonian evolution are defined by Propositions 4.1, 4.2, 4.3 and 5.1.
Proof.
Proof is done in Appendix E.∎
Remark 5.1**.**
Note that there is an alternative expression for the Hamiltonian (5-9):
[TABLE]
Theorem 5.1 shows that the Hamiltonian expression for a general isomonodromic deformation may be split into several contributions
- •
A linear combination of the whose coefficients are given by . Note that the coefficients do not depend on the isomonodromic deformations and correspond to the unknown coefficients of .
- •
A linear combination of whose coefficients are given by . As we will see in the next sections, these terms will vanish for a suitable choice of non-trivial isomonodromic deformations.
- •
Two additional terms and that are respectively proportional to and . These terms shall be removed after a suitable symplectic rescaling of .
6 Expression of the Hamiltonian and Lax matrices in terms of symmetric Darboux coordinates
In this section, we show that we may use the symmetric polynomials to obtain polynomial Hamiltonians and polynomial explicit formulas for the matrices and .
6.1 Notations and identities regarding symmetric polynomials
In the rest of the paper we need to introduce elementary symmetric polynomials and other basis of symmetric polynomials.
Definition 6.1** (Basis of symmetric polynomials).**
We shall introduce the following basis of symmetric polynomials:
- •
Elementary symmetric polynomials are denoted by with the convention that and if . By definition we have:
[TABLE]
- •
Complete homogeneous symmetric polynomial are denoted by with the convention that . By definition we have:
[TABLE]
- •
symmetric power sum polynomials are denoted by . By definition, we have:
[TABLE]
, and are some basis of symmetric polynomials in the variables . We also have the relations
[TABLE]
The relation between the various sets are given by
[TABLE]
and :
[TABLE]
where are the ordinary Bell polynomials. Finally, we also have the identities
[TABLE]
Elementary symmetric polynomials satisfy some useful relations:
Lemma 6.1**.**
For any :
[TABLE]
Proposition 6.1**.**
For any , we have
[TABLE]
These relations allow to express .
Corollary 6.1**.**
We have
[TABLE]
Moreover, the elementary symmetric polynomials satisfy:
[TABLE]
so that we obtain
Lemma 6.2**.**
For any and any we have:
[TABLE]
In particular, we may invert the Vandermonde matrix with the following Proposition.
Proposition 6.2**.**
For any and we have:
[TABLE]
In particular, for we get:
[TABLE]
Proof.
For completeness, the proofs are presented in Appendix F. ∎
6.2 Symmetric Darboux coordinates
Let us first recall the well-known result from symplectic geometry.
Lemma 6.3**.**
If we define new coordinates from old symplectic coordinates by
[TABLE]
with and two given constants, any function of class and any functions of class then the change of coordinates is symplectic.
Proof.
For completeness, the proof is done in Appendix G∎
We may now apply the lemma with the elementary symmetric polynomials which is a basis of the symmetric polynomials in .
Definition 6.2** (Symmetric Darboux coordinates).**
We define using the elementary symmetric polynomials:
[TABLE]
We shall denote , the symmetric Darboux coordinates.
It is obvious from Lemma 6.3 that the change of coordinates is symplectic. Indeed, for the old variables this is nothing but an application of Lemma 6.3 with , and while for the other old variables , this corresponds to an application of Lemma 6.3 with , and .
6.3 Polynomial expression of the Hamiltonian in the symmetric Darboux coordinates
Since the change of coordinates is symplectic, we may compute the Hamiltonian by just replacing the coordinates in terms of in Theorem 5.1.
Theorem 6.1** (Expression of the general Hamiltonian in terms of symmetric Darboux coordinates).**
We have:
[TABLE]
where are given by Proposition 2.4, are given by (4-16), and coefficients , are given by Definition 6.1.
The main advantage of the explicit expression (6-28) is that it immediately shows that the general Hamiltonian is polynomial in , i.e. it has the same kind of singularities as the initial connection. In particular, it is quadratic in . Note also that the explicit dependence of the Hamiltonian in the irregular times is contained only in and .
Proof.
The proof is done in Appendix H. ∎
6.4 Expressing the Lax matrices with the symmetric Darboux coordinates
Symmetric Darboux coordinates are well-suited for the matrix given by (2-50) as the following proposition shows
Proposition 6.3**.**
Entries of the matrix are given by
[TABLE]
where .
Proof.
Only the expression of is non-trivial and is given by Corollary 6.1. ∎
We remind the reader that are given by Definition 2.4 while the complete homogenous symmetric polynomials may be expressed in terms of using
[TABLE]
In particular Proposition 6.3 implies that the entries of the Lax matrix are also polynomial in the symmetric Darboux coordinates and at most quadratic in .
We may also obtain the entries of in terms of the symmetric Darboux coordinates.
Proposition 6.4**.**
Entries of the matrix are given by
[TABLE]
with . Coefficients are given by (4-16). Coefficients given by (4-30) and from (4-27).
Proof.
The proof is rather long and done in Appendix I.∎
7 Decomposition and reduction of the space of isomonodromic deformations
The second goal of this paper is now to provide a decomposition of the space of isomonodromic deformations (of dimension ) into a subspace of trivial deformations associated to trivial times (i.e. for which rescaled Darboux coordinates are independent) and a subspace of non-trivial deformations of dimension associated to non-trivial times while providing the corresponding Hamiltonian evolutions.
7.1 Subspaces of trivial and non-trivial deformations
In the previous section we considered general isomonodromic deformations relatively to all irregular times by considering characterized by a general vector . However, as we will see below, there exists a subspace of deformations of dimension for which the evolutions of the Darboux coordinates are trivial, thus leaving only a non-trivial subspace of deformations of dimension . These non-trivial deformations shall later be mapped to isomonodromic times whose expressions will be explicit in terms of the initial irregular times. Trivial deformations shall correspond to the fact that only odd irregular times are relevant whereas even irregular times do not appear in the Hamiltonians. In other words, considering meromorphic connections in or in is essentially the same at the level of the Hamiltonian systems. This remark shall provide a subspace of trivial deformations of dimension . Finally, the remaining trivial deformations correspond to the remaining two degrees of freedom in the action of the Möbius transformations. As we will see below, this choice encodes the necessity of a symplectic rescaling (translation and dilatation) of the Darboux coordinates. These two degrees of freedom shall be used to fix the first two leading non-trivial coefficients at infinity: (conventionally set to ) and (conventionally set to [math]).
Let us first recall that the space of isomonodromic deformations, denoted , is given by:
[TABLE]
We make the identification with by identifying an isomonodromic deformation with its vector :
[TABLE]
where we shall denote the canonical basis of .
Definition 7.1**.**
We define the following vectors of and their corresponding deformations.
[TABLE]
and we shall denote:
[TABLE]
Note in particular that is of dimension and that is a basis of . The choice of basis is such that the following proposition holds.
Proposition 7.1**.**
We have for all :
[TABLE]
and for all :
[TABLE]
Proof.
The proof is presented in Appendix J. ∎
Note that Proposition 7.1 and (4-19) imply that
[TABLE]
so that for all :
Proposition 7.1 combined with Theorem 5.1 provides the following theorem.
Theorem 7.1**.**
For any , we have:
[TABLE]
Proof.
The proof is done in Appendix K. ∎
Note that and do not act trivially on . As we will see below, one needs to rescale the Darboux coordinates in order to have a trivial action. The purpose of the next section is to define trivial and isomonodromic times that are dual to the previous deformations. However, it is not possible to define some times such that since the system becomes non compatible for .
7.2 Definition of trivial times and isomonodromic times
The split in the tangent space between trivial and non-trivial subspaces may be translated at the level of coordinates. This corresponds to choosing non-trivial times and trivial times for which the evolutions of the shifted Darboux coordinates are trivial. In particular, one may then choose the values of these trivial times to any arbitrary values without changing the Hamiltonian evolutions. However, it s important to notice that the choice of trivial times and isomonodromic times is not unique since, for example, one may use any arbitrary combination of isomonodromic times to provide a new one. We propose the following set of trivial and non-trivial times that are particularly convenient in our context.
Definition 7.2** (Trivial and non-trivial deformation times).**
Let us define the following “trivial times”:
[TABLE]
We also define the “isomonodromic” times ,for all , by:
[TABLE]
We shall denote the set of trivial times and the set of isomonodromic times:
[TABLE]
The previous set of trivial and non-trivial times is trivially in one-to-one correspondence with the irregular times . Moreover, the inverse change of coordinates is given by the following proposition.
Proposition 7.2**.**
One may recover the irregular times from with the following formulas:
[TABLE]
and for all :
[TABLE]
Proof.
The proof is computational and is proposed in Appendix L. ∎
The last proposition allows to obtain immediately the expression of derivatives relatively to trivial and non-trivial times using the chain rule.
Proposition 7.3**.**
For all , we have:
[TABLE]
and
[TABLE]
For clarity, we shall denote the corresponding vector in the tangent space associated to for any . Its entries are given by
[TABLE]
Remark 7.1**.**
Note that inserting (7-38) into (4-16) implies that
[TABLE]
In particular
[TABLE]
7.3 Properties of trivial and isomonodromic times
Trivial and non-trivial times are chosen so that they satisfy the following properties.
Proposition 7.4**.**
For all :
[TABLE]
Proof.
Results on follow by straightforward computations using the fact that
[TABLE]
Results on are also straightforward using the fact that only depends on . Finally since depends only on and , we get that
[TABLE]
and
[TABLE]
∎
7.4 Shifted Darboux coordinates
Theorem 7.1 indicates that deformations and do not act trivially on the Darboux coordinates . However, since the action is very simple, we may easily perform a symplectic transformation on the Darboux coordinates to obtain “shifted Darboux coordinates” for which the action of and becomes trivial.
Definition 7.3**.**
The shifted Darboux coordinates are defined by
[TABLE]
Using Theorem 7.1 and Proposition 7.4, we get that the shifted Darboux coordinates satisfy the following proposition.
Proposition 7.5**.**
For all :
[TABLE]
In other words, for any : , hence the terminology “trivial deformations” and “trivial subspace”.
Proof.
The proof directly follows from Theorem 7.1 and Proposition 7.4 but we detail it in Appendix M. ∎
Note also that the change of coordinates is symplectic in the sense that .
We finally get to our second main theorem.
Theorem 7.2**.**
[Independence of the shifted Darboux coordinates relatively to trivial times] The shifted Darboux coordinates are independent of the trivial times . They are only functions of isomonodromic times . Moreover, any function that is solution of
[TABLE]
is an arbitrary function of the isomonodromic times: .
Proof.
The proof is presented in Appendix N. ∎
Finally let us mention the following observation.
Proposition 7.6**.**
For any isomonodromic deformations , associated to vectors , the trace of the corresponding matrices and are independent of because of the compatibility equations. Moreover, the matrices (resp. ) can be set traceless simultaneously by the additional gauge transformation (resp. ) with
[TABLE]
Note that these additional gauge transformations do not change neither nor .
Proof.
For any isomonodromic deformation we have because the coefficients of are trivial times. From the expression of the Wronskians in Definition 2.3, we get that . Thus, we get that . The compatibility equation (4-6) implies that . Moreover, for , if we denote a set of isomonodromic times, the compatibility of the Lax system also gives
[TABLE]
This leads to . It is obvious that the additional gauge transformation with defines a gauge in which the corresponding is traceless. In this new gauge, (7-66) implies that for all . In particular, a new gauge transformation with does not change the value of and the result follows by induction. Finally, it is obvious that a gauge transformation independent of and proportional to does not change neither nor . ∎
The last proposition shall be useful when and are traceless. In this case, it is interesting to perform this additional gauge transformation in order to obtain a Lax pair that belongs to rather than . In particular, this is always possible for the canonical choice of trivial times that shall be proposed in Section 8.
8 Canonical choice of trivial times and simplification of the Hamiltonian systems
The purpose of this section is to select some specific values of the trivial times in order to obtain simpler form of the Hamiltonian evolutions of Theorem 5.1. Indeed, the last section indicates (Theorem 7.2) that the shifted Darboux coordinates are independent of the values of the trivial times so that we may choose them without affecting the Hamiltonian evolutions. As it turns out, there exists a natural choice of the trivial times for which the Hamiltonian evolutions drastically simplify.
8.1 Canonical choice of the trivial times and main theorem
Definition 8.1** (Canonical choice of the trivial times).**
We define the “canonical choice of trivial times” by choosing
[TABLE]
In the rest of the paper, we shall always set the trivial times to their canonical values. The canonical choice of trivial times implies that
- •
All even irregular times are set to [math]: for all : .
- •
and .
- •
is identically null. This is equivalent to say that and are traceless. Hence, Proposition 7.6 implies that under a potential additional trivial gauge transformation, we may choose a gauge in which , , and are traceless for any isomonodromic time .
- •
The shifted Darboux coordinates are identical to the initial Darboux coordinates:
[TABLE]
- •
The isomonodromic times identify with an irregular time:
[TABLE]
- •
reduces to if or for :
[TABLE]
In other words, for , we have
[TABLE]
- •
Coefficients are vanishing for any isomonodromic deformation .
- •
The gauge matrices and of Proposition 2.2 simplifies to
[TABLE]
In particular, and for all , .
We also get the explicit expression
Proposition 8.1**.**
Under the canonical choice of trivial times given by Definition 8.1, the Lax matrices is given by
[TABLE]
with and and . Similarly, the matrix is given by
[TABLE]
We may also simplify Propositions 6.3 and 6.4.
Proposition 8.2**.**
Under the canonical choice of trivial times given by Definition 8.1, the Lax matrices and may be expressed in terms of symmetric Darboux coordinates as follow. For any :
[TABLE]
where are determined by (8-8) and are expressed in terms of symmetric Darboux coordinates by and
[TABLE]
Coefficients shall be given by Proposition 8.3 depending on the isomonodromic deformation and .
We shall now apply Theorem 5.1 for the canonical values of the trivial times and obtain our third main theorem.
Theorem 8.1** (Hamiltonian representation for the canonical choice of trivial times).**
The canonical choice of the trivial times given by Definition 8.1 and the definition of trivial times (Definition 7.2) imply that for any isomonodromic time :
[TABLE]
In other words, the Hamiltonian is a (time-dependent) linear combination of the isospectral Hamiltonians that are determined by
[TABLE]
where is given by (8-7). Coefficients shall be given by Proposition 8.3 depending on the isomonodromic deformation . In terms of symmetric Darboux coordinates, the Hamiltonian is given by:
[TABLE]
where and are determined by , and for all :
[TABLE]
Proof.
The proof is obvious since the canonical choice of trivial times implies that the coefficients are vanishing for any isomonodromic deformation. Moreover, Remark 7.1 implies that . ∎
Note that only the coefficients of the linear combination depend on the deformation, since the isospectral Hamiltonians are independent of it. We shall now obtain their explicit values from the simplification of (4-16) depending on the choice of isomonodromic time with .
Proposition 8.3** (Expression of ).**
For any , the coefficients are determined under the canonical choice of trivial times of Definition 8.1 by
[TABLE]
One may also obtain a simplified expression for from (4-19). We find for the canonical choice of trivial times:
[TABLE]
for all .
Finally, the evolution equations under this canonical choice reduce to
[TABLE]
for all .
Let us now underline a few aspects of Theorem 8.1:
- •
Note that Theorem 8.1 is valid for any choice of the trivial times and not only the canonical choice of Definition 8.1. Indeed are independent of the choice of trivial times so that we may choose any value to compute the Hamiltonian system. However, for other choices of trivial times, the connection between Darboux coordinates and shifted Darboux coordinates and the relation between irregular times and isomonodromic times may be more complex and is given by Definitions 7.3 and 7.2. This observation was already made in the non-twisted case in [27].
- •
Note that the Hamiltonian system for does not depend on . Since , this means that the non-trivial isomonodromic evolutions are the same in the study of isomonodromic deformations of twisted connections on or . However, in the case of , apparent singularities are no longer the right Darboux coordinates and a shift by becomes necessary (Cf. Definition 7.3). This observation was already made in the non-twisted case in [27].
- •
Hamiltonian evolutions only depend on and through (because the matrix in Proposition 8.3 does not depend neither on nor ) so that the explicit dependence of the Hamiltonians in and is linear. The explicit dependence of the Hamiltonians in is polynomial and the corresponding degrees are given by (8-51).
8.2 Explicit expressions for the inverse of the matrices
One may invert the Vandermonde matrix in Theorem 8.1 in order to have some explicit expressions for . For all we find
[TABLE]
where we have defined the elementary symmetric functions by
[TABLE]
Similarly, one may invert the lower triangular Toeplitz matrix of Proposition 8.3 in order to have an explicit expression for . We find
[TABLE]
where we have defined:
[TABLE]
with
[TABLE]
For example, the first values of are
[TABLE]
Finally, we may obtain an explicit expression for
[TABLE]
for all .
9 Topological type property and formal WKB solutions
Starting from twisted meromorphic connections on with a pole at infinity, we have obtained some isomonodromic times and some Lax pairs corresponding to the compatible differential systems
[TABLE]
These matrices are expressed in terms of the isomonodromic times and the Darboux coordinates satisfying some Hamiltonian systems. This construction is independent of the type of solutions, in particular in [26], it is argued that the most general formal solutions are expected to be formal -transseries. However, one may look for a simpler form of solutions. Of particular interests are formal power series solutions of the Hamiltonian systems:
[TABLE]
that equivalently correspond to formal WKB solutions
[TABLE]
of the Lax system. In [26], the authors proved that, in this formal WKB setup, the Lax systems arising from general isomonodromic deformations (twisted or not) always satisfy the so-called “Topological Type property” of [3]. In particular, the central argument (section of [26]) to prove the topological type property is the existence of an isomonodromic time (built from isospectral deformations in [26]) for which the auxiliary matrix is of the form where and are independent of and is a polynomial. Our formalism generates a similar result without using isospectral deformations. Indeed, it is obvious that the isomonodromic time provides a matrix that satisfies the condition presented above.
Thus, in the context of formal WKB solutions (or equivalently of formal power series solutions of the Hamiltonian systems), the Lax pair satisfies the topological type property and one may reconstruct the formal correlation functions built from “determinantal formulas” (see [4] for definitions) of the differential system by the formal -power series of the Eynard-Orantin differentials produced by the topological recursion on the classical spectral curve (that always reduces in this formal WKB setup to a genus [math] curve):
[TABLE]
Moreover, the formal Jimbo-Miwa-Ueno -function [24, 6] is reconstructed by the free energies produced by the topological recursion
[TABLE]
We stress again that the Hamiltonian systems and Lax pairs obtained in this article do not depend on the type of the solutions considered. As explained above, when considering solutions expressed as formal power series or formal WKB series in , the picture simplifies since the genus of the classical spectral curve drops to [math], the topological type property is verified and one may reconstruct the formal correlation functions or the formal tau-function of the Lax system directly from the topological recursion. Nevertheless, it is presently an open question to prove that the same picture remains valid when considering more general solutions of the Lax system like -transseries solutions. Even in the formal WKB setup, the issue of giving some analytic meaning to the formal solutions is currently a widely open question.
10 Examples
Let us now apply the general theory to the first cases of the Painlevé hierarchy.
10.1 The Airy case:
The Airy case corresponds to so that . The canonical choice of trivial times corresponds to , and so that . There is no Darboux coordinates and any Hamiltonian evolutions. However, one may still write the Lax matrices and . They are given by
[TABLE]
giving the Airy spectral curve: . Since , the only interesting result provided by the paper is that the wave function may be reconstructed by topological recursion after the introduction of the formal parameter . This is of course in agreement with known results about the Airy spectral curve [25, 17, 14].
10.2 Painlevé case:
Let us consider , i.e. corresponding to the Painlevé case. In this setup, the canonical choice of trivial times corresponds to , and . The only non-trivial isomonodromic time is . Since , we shall drop the useless index in this case (i.e. , , etc.). Application of the general results to this case is straightforward and give under the choice of trivial times made in Definition 8.1:
[TABLE]
Thus, we get that the Hamiltonian is
[TABLE]
It corresponds to the ordinary differential equations
[TABLE]
so that satisfies a Painlevé like equation:
[TABLE]
The associated Lax pairs are given by
[TABLE]
or equivalently
[TABLE]
Remark 10.1**.**
If we perform , , we find that satisfies the normalized Painlevé equation:
[TABLE]
Moreover, one may recover the Jimbo-Miwa Lax pair (eq. of [23]):
[TABLE]
[TABLE]
10.3 Second element of the Painlevé hierarchy:
Let us consider , i.e. corresponding to the second element of the Painlevé hierarchy. In this setup, the canonical choice of trivial times corresponds to , and . The only non-trivial isomonodromic times are and . We have also
[TABLE]
Coefficients are determined by (8-35):
[TABLE]
Coefficients are determined by Proposition 8.3 whose l.h.s. is trivial for so that
[TABLE]
Coefficients are determined by (8-43):
[TABLE]
The Hamiltonians are
[TABLE]
where
[TABLE]
The Lax matrices are
[TABLE]
or equivalently
[TABLE]
[TABLE]
10.4 Third element of the Painlevé hierarchy:
Let us consider , i.e. corresponding to the third element of the Painlevé hierarchy. In particular, this case is the first case where the Hamiltonians are non-trivial linear combinations of the coefficients , this is due to the fact that the matrix of Proposition 8.3 is no longer diagonal. Indeed we have
[TABLE]
In this setup, the canonical choice of trivial times corresponds to , and . The only non-trivial isomonodromic times are , and . For compactness, we shall only present results expressed in terms of the symmetric Darboux coordinates . One may recover the expression in terms of shifted Darboux coordinates using
[TABLE]
We have
[TABLE]
The Hamiltonians are
[TABLE]
The Lax matrices are
[TABLE]
and
[TABLE]
11 Outlooks
In this article, we complemented the results of [27] by dealing with the case of twisted meromorphic connections in obtaining explicit expressions of the Hamiltonians and Lax pairs in various sets of Darboux coordinates. Moreover, we provided a reduction of the initial space of irregular times (of dimension ) to a set of non-trivial isomonodromic times of dimension . In particular, we recover in the twisted case the fact that meromorphic connections in are equivalent at the level of Hamiltonian systems to meromorphic connections in , a point that was already raised in [27] in the non-twisted case. The method used in the present article opens the way to several generalizations:
- •
This article and [27] ends the study of meromorphic connections in . Thus, a natural issue is to know if the present setup extends to with . In principle, a similar strategy shall be used but it is unclear if all technical issues might be overcome when the dimension is arbitrary, especially in the twisted case where the underlying geometric construction is far less understood. We let this very exciting question for future works.
- •
This article deals with meromorphic connections in . However, one may be interested in a more general abstract setup with any Lie algebra and not only a matrix representation of it. In this case, we believe that most of the results shall be generalized upon the adequate quantities and terminology.
- •
As mentioned in Section 3 and similarly to [27], this article makes the connection with formal WKB expansions and -transseries via topological recursion. At the level of isomonodromic deformations, the introduction of the formal parameter is done by a simple rescaling of irregular times (Section 2.5). A better understanding of the role of and its limit to [math] in the context of meromorphic connections would be interesting in order to address the issue of resumation and analytical properties associated to the formal (trans)series.
Acknowledgements
The authors would like to thank deeply N. Orantin for suggesting many improvements of the present paper. The authors would also like to thank G. Rembado, J. Douçot for fruitful discussions.
Appendix A Proof of Proposition 2.3
As mentioned in Proposition 2.1 there exists a local gauge transformation with and of rank such that is given by (we recall that we added the extra parameter by rescaling)
[TABLE]
Since is normalized at infinity by (2-17), the verification is straightforward when one considers the highest order in the expansion
[TABLE]
In particular, the expansion of is of the form with . Thus, multiplying on the left by provides
[TABLE]
where are regular at infinity. Let us now prove that these asymptotics are consistent with the one proposed for . Since is the solution to a companion-like system, we have . Hence, equation (2-55) is equivalent to
[TABLE]
Thus, is given by
[TABLE]
and behaves like
[TABLE]
in accordance with (A-5). Moreover, asymptotics (A-13) of implies by direct computations that may be set in the form given by (2-17).
Appendix B Proof of Proposition 2.4
From Proposition 2.3, the local asymptotics of the wave functions and are
[TABLE]
In particular, the Wronskian is given by Definition 2.3:
[TABLE]
The standard relation between and the logarithmic derivative of the Wronskian provides the expected result of . As an intermediate step we define . Then
[TABLE]
One may thus study the asymptotic behavior of at . We have
[TABLE]
so that
[TABLE]
Hence we obtain:
[TABLE]
Note that terms with odd values of cancel by symmetry, we end up with
[TABLE]
Since is a rational function of with only poles at infinity, we get that it is a polynomial in and the previous asymptotics provide its leading coefficients.
Appendix C Proof of Proposition 4.1
Let us first observe that the entry is given by
[TABLE]
where we have defined
[TABLE]
and from Proposition 2.3 we have:
[TABLE]
so that
[TABLE]
Thus, since
[TABLE]
using (B-5)
[TABLE]
we obtain the form of the entry
[TABLE]
where the coefficients are recursively determined by
[TABLE]
These relations may be rewritten in a lower triangular Toeplitz matrix form:
[TABLE]
Appendix D Proof of Proposition 4.3
A straightforward computation shows that
[TABLE]
which we rewrite as
[TABLE]
We proceed using (B-5) and (C-4) that give
[TABLE]
We make use (C-8) also in order to obtain
[TABLE]
where the coefficients are recursively determined by
[TABLE]
These relations may be rewritten in a lower triangular Toeplitz matrix form:
[TABLE]
Finally, the coefficients are obtained by looking at order of .
Appendix E Proof of Theorem 5.1
This appendix is devoted for the proof of Theorem 5.1.
E.1 Preliminary results
We start with the following lemma:
Lemma E.1**.**
For all :
[TABLE]
Proof.
The proof follows from the expression relating the coefficients and given by (4-19). Taking the derivative relatively to and using the fact that are independent of gives:
[TABLE]
Thus
[TABLE]
so that the lemma is proved. ∎
We may now provide an alternative expression for :
Proposition E.1**.**
Let , we have an alternative expression for :
[TABLE]
Proof.
Using Lemma E.1, the expression (5-8) for becomes:
[TABLE]
We now use (5-5) to get
[TABLE]
The last sums may be split into a symmetric and anti-symmetric part: . The term involving is trivially zero because the sum is anti-symmetric so that we end up with
[TABLE]
proving Proposition E.1. ∎
E.2 Proof of the Theorem 5.1
We may now proceed to the proof of Theorem 5.1. We recall that the Hamiltonian is given by:
[TABLE]
A straightforward computation from (5-9) and from the fact that the and are independent of provides
[TABLE]
Similarly a direct computation using the fact that and and are independent of gives:
[TABLE]
which is exactly given by (5-1).
The last step is to verify that from Propositions 4.2 and 5.1:
[TABLE]
so that (E-19) becomes
[TABLE]
Appendix F Proofs of the identities involving elementary symmetric polynomials
Let us prove Lemma 6.1. By definition we have
[TABLE]
Taking the derivative relatively to provides:
[TABLE]
Thus, is the coefficient of order of . However, the last quantity is also given by
[TABLE]
Identifying the coefficient of order provides
[TABLE]
proving the lemma.
Let us now prove Proposition 6.1. From, Lemma 6.1, we get that both polynomials take the same value at (the value is ) for any . Since both sides are obviously polynomials of order at most , we immediately get that they are equal.
Finally, let us prove Corollary 6.1. By definition
[TABLE]
ending the proof.
Let us now prove (6-19). We have for all :
[TABLE]
Identifying the coefficient for leads to
[TABLE]
which is equivalent to
[TABLE]
Let us now prove Lemma 6.2. We have the trivial identity for large :
[TABLE]
Identifying the coefficient of order gives
[TABLE]
but only terms with , i.e. contribute. In particular, since , we also have ending the proof.
Let us now prove Proposition 6.2. Let , the system
[TABLE]
is equivalent to say, by inverting the Vandermonde matrix, that for all :
[TABLE]
The system is also equivalent to, for all :
[TABLE]
Lemma 6.2 implies that the last identity is equivalent to, for all
[TABLE]
Identifying (F-24) and (F-25) finally proves Proposition 6.2.
Appendix G Proof of Lemma 6.3
Let be the canonical symplectic matrix and define
[TABLE]
The change of coordinates is symplectic if and only if which is equivalent to prove that and is a symmetric matrix. We have for all :
[TABLE]
and
[TABLE]
so that proving the lemma.
Appendix H Proof of Theorem 6.1
The proof is based on the computation of each term appearing in the Hamiltonian. Let us compute for :
[TABLE]
[TABLE]
[TABLE]
[TABLE]
We also have:
[TABLE]
and
[TABLE]
where we have used a modified version of (6-13). Indeed, (6-13) implies that for any :
[TABLE]
Isolating the term and reminding that gives:
[TABLE]
i.e.
[TABLE]
Appendix I Proof of Proposition 6.4
From Proposition 2.2 we have
[TABLE]
Let us recall from (6-5) that:
[TABLE]
so that we get from (F-26):
[TABLE]
Since we know that is a polynomial in , we end up with
[TABLE]
Let us now compute . We have from Proposition 2.2:
[TABLE]
Since we know that is a polynomial in and using (4-28), we get
[TABLE]
Let us now consider . The compatibility equation reads
[TABLE]
Taking the trace on both sides leads to
[TABLE]
Since
[TABLE]
we get
[TABLE]
Let us now compute , we observe from (4-9) that
[TABLE]
Moreover, from the gauge transformation we get:
[TABLE]
But since is a polynomial in , we may discard the last term and thus we end up with
[TABLE]
The coefficient is thus the coefficients of in the r.h.s.
[TABLE]
where . In the end
[TABLE]
Let us now turn to . From the gauge transformation, we have denoting :
[TABLE]
The last quantity gives which is equal to . Since we know that is a polynomial in , we get:
[TABLE]
Replacing and using (4-9) gives:
[TABLE]
Note that the polynomial part of is given by (From corollary 6.1, we have )
[TABLE]
Keeping only the polynomial part of (I-44) leads to
[TABLE]
where we have .
Appendix J Proof of Proposition 7.1
Let and consider . It is obvious from (4-16) (whose r.h.s. only implies odd entries of ) that for all . Consequently, (4-19) implies that for all . For , the line of the r.h.s. of (4-30) is given by . For it reduces only to Thus we get:
[TABLE]
We recognize that the r.h.s. is times the column of the matrix on the l.h.s. so that we immediately get for all .
Let us now take and consider . The column of is given by . Similarly, the r.h.s. of (4-16) only implies odd indexes of and it is given by
[TABLE]
We recognize the column of . Hence, we conclude that , i.e. for all .
Let us now take and compute the line of the r.h.s. of (4-30). It is given by:
[TABLE]
Thus, the r.h.s. of (4-30) is null for so that since is invertible, we get for all j.
Appendix K Proof of Theorem 7.1
Let and . From Proposition 7.1 we have for all . Consequently, from (4-19), for all . Therefore from Theorem 5.1. Similarly, we also have from Proposition 7.1 that for all so that Theorem 5.1 provides
[TABLE]
Let us now consider . From Proposition 7.1 we have for all . Consequently, from (4-19), for all . From Theorem 5.1, we get that
[TABLE]
Similarly, since from Proposition 7.1 we have for all , Theorem 5.1 provides:
[TABLE]
Let us now consider . From Proposition 7.1 we have for all . Consequently, from (4-19), for all . From Theorem 5.1, we get that
[TABLE]
Similarly, since from Proposition 7.1 we have for all , Theorem 5.1 provides:
[TABLE]
Appendix L Proof of Proposition 7.2
Since
[TABLE]
we first observe that we may rewrite for all :
[TABLE]
We now insert the ansatz
[TABLE]
which gives:
[TABLE]
Let us now take
[TABLE]
and prove that for all :
[TABLE]
Indeed we have:
[TABLE]
Thus, under the choice (L-20), equation (L-12) simplifies into
[TABLE]
We now rewrite:
[TABLE]
and we take
[TABLE]
so that . Thus, the sum from to in (L-29) reduces to . We obtain:
[TABLE]
Thus, we conclude that for all :
[TABLE]
In other words, taking we get for all
[TABLE]
Appendix M Proof of Proposition 7.5
Let . Let and consider . Since from Proposition 7.4, we immediately get . Moreover from Proposition 3-3, we observe that:
[TABLE]
so that Theorem 7.1 provides for all :
[TABLE]
Let us now consider . From Proposition 7.4, we have and . We also have from Theorem 7.1 and . Finally we observe that
[TABLE]
Thus, we get for all :
[TABLE]
Let us now consider . From Proposition 7.4, we have and . We also have from Theorem 7.1 and . Finally we observe that
[TABLE]
Thus, we get for all :
[TABLE]
Appendix N Proof of Theorem 7.2
Let us first observe that a function solution of for all is independent of . Hence, the function may only depend on odd irregular times:
[TABLE]
Let us now consider . It is equivalent to
[TABLE]
whose solutions are arbitrary functions of
[TABLE]
In other words:
[TABLE]
Let us now translate this result to . We find
[TABLE]
We proceed using the following lemma.
Lemma N.1**.**
The general solutions of the differential equation
[TABLE]
are arbitrary functions of
[TABLE]
where .
Proof.
Let . We have:
[TABLE]
Moreover, we have:
[TABLE]
since in the first equality only provides non-vanishing contributions. We now observe that (N-21) and (N-23) provides opposite contributions so that
[TABLE]
∎
Combining Lemma N.1 with (N-3), we obtain arbitrary functions of
[TABLE]
with .
The reference list from the paper itself. Each links out to its DOI / PubMed record.
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