Abstract
We derive a new system of integrable derivative non-linear Schrödinger equations with an L operator, quadratic in the spectral parameter with coefficients belonging to the Kac–Moody algebra . The construction of the fundamental analytic solutions of L is outlined and they are used to introduce the scattering data, thus formulating the scattering problem for the Lax pair .
1. Introduction
Since the seminal papers [1,2], nonlinear PDEs solvable by the inverse scattering transform (IST) became of interest for both physicists and mathematicians. One such equation is the non-linear Schrödinger equation (NLS) [3,4] which admits multi-component generalizations, the most famous being the Manakov model [5]. All such generalizations can be associated with an pair, such that the L operator is linear in the spectral parameter . In fact, most of the efforts went into studying systems with such linear L operators. This is in part due to the fact that such operators are zero-curvature representations (ZCR) of scalar Lax pairs. Another reason is the fact that the study of L operators, polynomial in the spectral parameter (often called polynomial bundles or polynomial pencils), presents numerous challenges.
The first known example of an equation related to a Lax operator with quadratic dependence on the spectral parameter is a variation in the NLS equation known as the derivative non-linear Schrödinger (dNLS) equation. In fact, there are three equivalent models that fall under that name:
- The Kaup–Newell Equation [6], also known as dNLS-I:
- The Chen–Lee–Liu Equation [7], also known as dNLS-II:
- The Gerdjikov–Ivanov Equation [8], also known as dNLS-III:where * denotes complex conjugation.
They are equivalent in the sense that they can be related to one another with a suitable gauge transformation.
Most integrable equations with one component usually allow multi-component generalizations by considering Lax pairs with potentials in some semisimple Lie algebra . In general, without imposing additional conditions on the form of the Lax pair, the resulting equations will contain a large number of independent functions, which limits their applicability. One way out of this difficulty is to impose an additional condition, called a reduction, using a finite order automorphism . The reduction, that gives the lowest number of components, is a Coxeter reduction; i.e., is a Coxeter automorphism of the corresponding Lie algebra . Reductions form a group, called the reduction group. For the case of a Coxeter reduction, this group is simply (cyclic group of order h), where h is the Coxeter number of the corresponding algebra. Reductions of Lax pairs and their theory were studied extensively by Mikhailov, and the reader is encouraged to read his original article where the subject is thoroughly examined [9].
Some multi-component generalizations of the dNLS equation can be derived by considering an pair with potentials in the simple Lie algebra , such that L is linear and M is quadratic in the spectral parameter . Additionally, in order to reduce the number of components, usually a reduction is imposed. Such models were considered in [10].
Formally, the potentials of pairs with a Coxeter reduction can be viewed as elements of Kac–Moody algebras. Such an approach was chosen by Drinfeld and Sokolov [11,12] where integrable models, related to low-rank Kac–Moody algebras were studied (again, only for L operators linear in the spectral parameter ). The cases for and can be found in [13,14]. There are, however, no known models related to Kac–Moody algebras with L being polynomial in .
Formulating the scattering problem for the linear Lax operator was treated with mathematical rigor for the general case by Beals and Coifman [15], and for the case of potentials in semisimple Lie algebras (which includes the case of a Coxeter reduction) by Gerdjikov and Yanovski [16,17].
Studying exactly solvable models related to the polynomial case presents some difficulties. First, there is the question of the parametrization of the Lax operators. The second is the formulation of the scattering problem, starting with the introduction of the fundamental analytic solutions (FAS). Note that there have been some advances in the study of polynomial Lax operators. A significant contribution can be found in [18], where a general approach for parametrizing the Lax operators is formulated. The main idea is to start from a multiplicative Riemann–Hilbert problem (RHP), with everything else following from there. The article also contains examples of N-wave equations with a reduction group and dNLS-type equations related to symmetric spaces.
The aim of this paper is to outline the general methodology in solving the mentioned difficulties for the case of the quadratic Lax operator related to Kac–Moody algebra , which results in a set of dNLS equations, for which the scattering problem is formulated. This can be considered as a natural continuation of the work performed in [18]. The chosen approach is slightly different: we will start with a Lax representation, then formulate the FAS for the relevant pair of Lax operators, show that they satisfy a multiplicative RHP, and then formulate the scattering problem and find a minimal set of scattering data.
A word on terminology—formally, a Lax pair is a pair of scalar operators and not their matrix analogs, but we will not make this distinction here and will refer to any pair as a Lax pair and the L operator as a Lax operator. The reader is assumed to have some familiarity with the history and basic theory of integrable systems—for an introduction, see [19].
This paper is structured as follows: Section 1 is this introduction; Section 2 contains the necessary preliminaries from the theory of simple Lie algebras; Section 3 is devoted to the recursion relations resulting from the compatibility condition of the pair; Section 4 presents the resulting dNLS-type equations; Section 5 introduces the FAS and formulates the scattering problem; Section 6 studies the time evolution of the scattering matrix; and Section 7 contains some concluding remarks. The Appendix is divided as follows: Appendix A introduces the Cartan–Weyl basis for the simple lie algebra ; Appendix B contains the basis for the Kac–Moody algebra ; and Appendix C derives the expression for the inverse of (which is frequently used throughout the text).
2. Preliminaries
The reader is assumed to have basic knowledge of the theory of simple Lie algebras. Some classical textbooks on the theory of Lie algebras, both finite and infinite dimensional, are [20,21,22].
Assume that is a finite-dimensional simple Lie algebra over the field of complex numbers . Let denote the linear operator defined by
where denotes the Lie bracket in . This operator has a kernel and can only be inverted on its image. We denote that inverse by . If X is diagonalizable then can be expressed as a polynomial of . We will also need the Killing–Cartan form on , usually denoted , which is defined by
where denotes the trace. Note that for any simple Lie algebras, any invariant symmetric bilinear form on is proportional to this Killing form. This simplifies things, since in any representation of , we can use the form (ignoring the proportionality constant)
Now, assume that is an automorphism of of finite order. If can be represented as
for some generator F, then it is an inner automorphism. An outer automorphism is one which is not inner. The set of outer automorphisms of is equivalent (up to a conjugation with an inner automorphism) to the symmetries of the Dynkin diagram of .
An automorphism is said to be a Coxeter automorphism if its invariant eigenspace is Abelian and the automorphism is of minimal order h, with h being called the Coxeter number of the algebra.
Any finite order automorphism introduces a grading in by the condition
such that
where s is the order of and is taken modulo s. Let us define
There is a natural Lie algebraic structure on . Let be an automorphism of of order s. Then
is a Lie subalgebra of .
If is simple and is a Coxeter automorphism then is called a Kac–Moody algebra.
Note that when considering finite-dimensional Lie algebras, a Coxeter automorphism is an inner automorphism. When dealing with Kac–Moody algebras, the Coxeter automorphism can be an outer automorphism of the underlying simple Lie algebra . This usually means that we have two types of Kac–Moody algebras—twisted and untwisted (there exists one notable exception, the algebra ). When the Coxeter automorphism is an outer automorphism of , then the corresponding Kac–Moody algebra is called twisted; otherwise it is untwisted. Untwisted Kac–Moody algebras are usually denoted by an upper index , while the twisted type is denoted by an upper index , with this number being called the height of the Kac–Moody algebra. To make this more precise, consider that every automorphism can be uniquely written as where is an inner automorphism and is given by
with being a permutation of the simple roots that preserves the symmetry of the Dynkin diagram of ; i.e., it is an automorphism of the Dynkin diagram. Then the order of is the height of . It is obvious that Kac–Moody algebras are graded algebras. Note that commonly the central extension of is called a Kac–Moody algebra, with the definitions given above being the ones used in [11,12].
In this paper, we will consider the equations related to , usually denoted by . The Coxeter number of is 3, its rank is 2, and its exponents are [11,20]. We will use the typical representation (defining module) of , i.e., matrices with zero trace. The Lie bracket is then the commutator . The Coxeter automorphism C can be represented as
where the matrix c is given by
It introduces a grading in via (9). The basis is (the explicit form is given in the Appendix A):
Note that is non-vanishing only if k is an exponent, i.e . Here, are the Cartan basis elements and are the Weyl generators of .
A note on notations—we will omit writing explicit dependence on or when it is convenient and when there is no risk of confusion. Also, in order to avoid visual clutter, when needed, we will denote matrix inverse by “hat”; i.e., if F is an invertible matrix, then . Partial derivatives in x and t will be denoted by and , respectively, and denotes the unity matrix.
3. Lax Pair and Recursion Relations
Consider a Lax pair given by
where J and K are diagonal constant matrices with complex coefficients. Note that while in many cases L operators that are linear in the spectral parameter can be viewed as zero-curvature representations of scalar Lax operators, for the polynomial case there is no such analogy.
The parametrization of the coefficients of such Lax pair comes down to imposing the symmetry conditions, i.e., the Coxeter reduction and solving the recursion relations resulting from the ZCC. This can be summarized as follows:
- The potentials are elements of the corresponding eigenspaces of CWe will also assume that the potentials vanish at spatial infinity, i.e.,Usually, an ever more restrictive condition on the asymptotic behavior of the potentials is required. For the purposes of this paper, we will assume them to be Schwartz functions, but this might be too restrictive. This, of course, needs to be studied more rigorously and this will be accomplished in future works.
- The explicit form of the elements of L is:
- The elements of M are:where in the index k is taken as modulo 3.
- The zero-curvature condition leads to the following set of recursion relations with :
- The recursion relations can be solved by noting that each can be decomposed asi.e., is “parallel” to J while is “orthogonal” to J.
- This leads to the following solutions:where by we denote the operatorNote that for any function vanishing at , this is equivalent to integrating and setting any constant of integration to zero. The above solutions to the recursion relations can be formalized with the help of recursion operators ; see, for example [14,17]. However, calculating their explicit form in the case of polynomial Lax operators is more involved and writing their explicit form presents considerable difficulties.
The explicit form of the coefficients of is given by
4. Derivative NLS Equations
The and terms in (19) result in the following equations:
They form a system of dNLS type equations for the complex functions . Here, a is a complex parameter, and .
5. Fundamental Analytic Solutions of L and Scattering Data
This section formulates the scattering problem for L quadratic in by following and generalizing the ideas contained in [13,14,15,16,17]. Let us analyze the FAS of L and use them to introduce a minimal set of scattering data. The first step in this analysis is the definition of the Jost solutions:
They allow the definition of the scattering matrix
A reminder, here and below, “hat” denotes matrix inverse. Formally the Jost solutions must satisfy Volterra type integral equations. Let
Using the Lax representation (16), it is not hard to see that the matrices must satisfy
However, since J is complex valued, the above construction does not exist in general and the scattering problem needs to be formulated more precisely. Following the general ideas of Beals and Coifman [15] and generalizing the results of [16,17] for quadratic Lax operators in , we have:
- 1.
- The continuous spectrum of L fills up the set of rays , in the complex -plane for which (see Figure 1)where is any root of where , with and denoting the standard scalar product. Solving (27) leads to the rays being defined by
Figure 1. The continuous spectrum of L fills up the rays , . Here, denotes the sectors of analyticity of the FAS .Each ray is related to a subalgebra with root systems whose roots satisfyMore specifically, for this particular case we haveand . - 2.
- The regions of analyticity of the FAS are the sectorsThe FAS are introduced as the solutions of the following set of integral equations (written component-wise)where and take the values , which are specific for each of the sectors , see Table 1.
- 3.
- In each sector , the roots are ordered as follows: the root is called -positive (resp. -negative) if (resp. ) for . For example, the sets of positive roots of the subalgebras areNote that the root systems are isomorphic to the root system of .
- 4.
- The scattering data is obtained by the limits of the FAS along both sides of the rays :where , and are elements of the subgroup (corresponding to the algebra ) of the formsatisfyingEquation (37) is the Gauss decomposition of the scattering matrix . Note that the functions and are analytic in the sector .
- 5.
- It can be shown, that the fundamental analytic solutions satisfy a (multiplicative) Riemann–Hilbert problem (RHP):which allows canonical normalization:It follows from the generalization of Zakharov–Shabat theorem for an L operator, quadratic in the spectral parameter [18], that the solution of the RHP (38) with canonical normalization is an FAS of the systemTo make this more precise, since is canonically normalized, it has an asymptotic form given bywhere, in general,Following the idea of Gel’fand and Dikii [23], it can be shown [18] that for quadratic Lax operators only the first two terms are neededwith higher terms expressed as functions of and and their derivatives. Then, the potentials of L can be expressed asThe above can be inverted, allowing us to express and in terms of the potentialswhich shows that is a solution of (40). Then, the FAS of the Lax operator L is given by .
Note that some of the scattering data defined above is redundant; i.e., there is a minimal set of scattering data. In fact, it can be shown that this set is determined entirely by the functions .
Theorem 1.
Let the solutions of the RHP (38) be regular; that is they have no zeros or singularities in their regions of analyticity. Then, a minimal set of scattering data that uniquely determines the scattering matrices and the potentials is given by
Proof.
The proof consists of four steps:
- Looking at the first equation from (36), the set of scattering data uniquely determines the matrices for , for and for . The Coxeter reduction implies thatThis determines on the rest of the rays.
- are determined uniquely by . The regularity of implies that the functions are also regular, i.e., have no zeros or singularities. This also means that the functions from the last equation in (36) are analytical. We will use the regularity of along with (37). In what follows, the reader is assumed to have some familiarity with the representation theory of simple Lie algebras.Let be the j-th fundamental weight of the subalgebra evaluated (with respect to the index j) with the ordering in . Let (here, we are using standard Bra–ket notation) be the corresponding weight vector in the fundamental representation of that has highest weight (respectively, is the lowest weight). Then, considering that for allwe haveandAnalogous relations can also be derived for the inverses. Note that we can rewrite (37) in the form ofThen, by squeezing (51) between we obtain thatThe functions can be recovered uniquely from their analyticity properties and from the jumps (52) along the rays . This in turn determines . The exact details are essentially the same as for linear Lax operators and can be found in [16]).
- The matrices are recovered as the Gauss factors of the right hand side of (51).
- Finally, the corresponding potentials are reconstructed from the regular solutions of the RHP (38) by taking the limit in
□
6. Time Dependence of the Scattering Data
The ZCR ensures that the operators L and M have the same set of FAS. In general, we have that
with and is a constant matrix. The idea is to choose in such a way so that the scattering data satisfy a linear evolution equation.
Assuming , let us calculate the following limit:
where we have used the fact that . From the diagonal part of (55), considering that from (36) it follows that are unitriangular matrices, and we obtain
which means that . Then, the last line of (55) becomes
A similar limit can be calculated for :
Again, considering the diagonal part and (36), we have
i.e., the matrix elements of are generating functionals of the integrals of motion of the corresponding system of dNLS-type equations.
Note that we could have used as a minimal set of scattering data the functions —they form an equivalent set. We can derive a similiar evolution for by considering the lower triangular part of (58)
Doing an analogous procedure for and evaluating the limits for results in
with the diagonal factors being t-independent.
The solution of the above equations is given by (written component-wise)
Solving the corresponding system of a non-linear evolution equation (NLEE) reduces to solving the direct and the inverse scattering problem for the Lax operator L.
7. Concluding Remarks
When dealing with exactly solvable non-linear models, there are two points to consider. The first is the purely mathematical interest in the subject. In that regard, the results of this paper will mainly be of interest to specialists in exactly solvable non-linear models, especially soliton theory, as the derived equation form a system of PDE’s which possess soliton solutions. The other aspect is the practical application. The truth is that only a small number of all known exactly solvable non-linear models have found application in practice—KdV, NLS, dNLS, etc. However, this does not mean that there is no value in finding generalizations—for example, the Manakov model is a multi-component generalization of the NLS equation, and it finds applications in optics. In general, one cannot know a priori which exactly solvable model will find application in a given practical context. The best strategy, then, is to create a list of all possible exactly solvable models. Considering 1 + 1 variables, for L linear in , this list seems to be almost exhausted (at least for practical number of components). What is left is either to consider polynomial dependence on or some entirely new approach not based on the Lax representation. The article considers the first possibility and focuses on Lax operators related to Kac–Moody algebras.
There are, however, some details that need further study:
- The first is a rigorous study of the mapping between potential and scattering matrix . In defining the FAS, we assumed that Equation (32) has a solution which is obviously not true for all classes of potentials (it is true for potentials on compact support and for Schwartz functions). The first step is a mathematically rigorous definition of the class of admissible potentials, such that the mapping and its inverse are correctly defined. This problem in the case of linear L operators [16,17,23] is rather involved and the same is expected to be true for the quadratic case.
- There is a hierarchy of integrable systems of equations related to a single L operator. This can be derived with the help of the recursion operators. Finding their explicit form is somewhat difficult. One can infer from the solution of the recursion relations, i.e., Equation (36), that for an L operator of order m in , the recursion operator will have m arguments (i.e., a tensor of rank ).
- The hierarchy of integrable equations admits a Hamiltonian formulation. Since the factors generate the integrals of motion for the system, they can be used to find the Hamiltonian. In the general case, the Hamiltonian can also be found by using the recursion operators [14].
- Finding the multi-soliton solutions of the corresponding equations. This can be done, for example, by using the dressing method, with the procedure being more involved for polynomial L operators [18].
- If the soliton solutions are found by the dressing method, then the soliton dynamics and interactions can be studied by considering the asymptotic behavior of the dressing factor.
The algebra was chosen since it is the simplest non-trivial case for which a system of exactly solvable NLEEs can be derived with a L operator quadratic in . The methods presented in this article can be used to derive other exactly solvable models, for example, by considering Lax pairs related to other Kac–Moody algebras.
Funding
This research was funded by the Bulgarian National Science Foundation, grant number KP-06N42-2.
Data Availability Statement
No new data were created or analyzed in this study. Data sharing is not applicable to this article.
Acknowledgments
The author is grateful to Vladimir Gerdjikov for the useful discussions and critical review of this work.
Conflicts of Interest
The author declares no conflicts of interest.
Appendix A. The Simple Lie Algebra A2
Let be a simple Lie algebra. A Cartan–Weyl basis in is a system of generators such that
The matrix is non-degenerate and is called the Cartan matrix of . The number r is the rank of the algebra. The generators form an Abelian subalgebra called the Cartan subalgebra. Every simple Lie algebra is uniquely determined by its Cartan matrix and can also be represented by a Dynkin diagram [20].
The Cartan–Weyl basis of is given by
where with we denote a matrix that has a one at the i-th row and j-th column and is zero everywhere else. In addition to the simple roots, we also have . Its generator is given by . Explicitly, in the typical representation (defining module), we have
Note that .
Appendix B. Basis in
Every element of can be represented as
where . The elements are given by
with . The explicit form of the basis elements is given by
Appendix C. The Inverse of
Consider , where is the Cartan subalgebra of . Then, the eigenvalues of the operator are given by
where the root . The root system of splits into positive and negative roots , such that if then . The positive roots are given by
The eigenvalues of can be represented as
where is the vector in the root space of dual to the Cartan element J, i.e., . The characteristic polynomial of can be written as:
Considering the explicit form of and , and the fact that , after some simplifications we obtain
which in turn leads to
Note that has an inverse only on its image; i.e., is defined on .
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