Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases

In this paper we examine in detail the procedure of averaging of the local field-theoretic Poisson brackets proposed by B.A. Dubrovin and S.P. Novikov for the method of Whitham. The main attention is paid to the questions of justification and the conditions of applicability of the Dubrovin-Novikov p...

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Published in:Symmetry, Integrability and Geometry: Methods and Applications
Date:2012
Main Author: Maltsev, A.Y.
Format: Article
Language:English
Published: Інститут математики НАН України 2012
Online Access:https://nasplib.isofts.kiev.ua/handle/123456789/149185
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Journal Title:Digital Library of Periodicals of National Academy of Sciences of Ukraine
Cite this:Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases / A.Y. Maltsev // Symmetry, Integrability and Geometry: Methods and Applications. — 2012. — Т. 8. — Бібліогр.: 50 назв. — англ.

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author Maltsev, A.Y.
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citation_txt Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases / A.Y. Maltsev // Symmetry, Integrability and Geometry: Methods and Applications. — 2012. — Т. 8. — Бібліогр.: 50 назв. — англ.
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container_title Symmetry, Integrability and Geometry: Methods and Applications
description In this paper we examine in detail the procedure of averaging of the local field-theoretic Poisson brackets proposed by B.A. Dubrovin and S.P. Novikov for the method of Whitham. The main attention is paid to the questions of justification and the conditions of applicability of the Dubrovin-Novikov procedure. Separate consideration is given to special features of single-phase and multiphase cases. In particular, one of the main results is the insensitivity of the procedure of bracket averaging to the appearance of ''resonances'' which can arise in the multi-phase situation.
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fulltext Symmetry, Integrability and Geometry: Methods and Applications SIGMA 8 (2012), 103, 54 pages Whitham’s Method and Dubrovin–Novikov Bracket in Single-Phase and Multiphase Cases? Andrei Ya. MALTSEV L.D. Landau Institute for Theoretical Physics, 1A Ak. Semenova Ave., Chernogolovka, Moscow reg., 142432, Russia E-mail: maltsev@itp.ac.ru Received April 23, 2012, in final form December 11, 2012; Published online December 24, 2012 http://dx.doi.org/10.3842/SIGMA.2012.103 Abstract. In this paper we examine in detail the procedure of averaging of the local field- theoretic Poisson brackets proposed by B.A. Dubrovin and S.P. Novikov for the method of Whitham. The main attention is paid to the questions of justification and the conditions of applicability of the Dubrovin–Novikov procedure. Separate consideration is given to special features of single-phase and multiphase cases. In particular, one of the main results is the insensitivity of the procedure of bracket averaging to the appearance of “resonances” which can arise in the multi-phase situation. Key words: quasiperiodic solutions; slow modulations; Hamiltonian structures 2010 Mathematics Subject Classification: 37K05; 35B10; 35B15; 35B34; 35L65 1 Introduction As is well-known, the Whitham method [48–50] is associated with slow modulations of periodic or quasiperiodic m-phase solutions of nonlinear systems F i(ϕ,ϕt,ϕx, . . . ) = 0, i = 1, . . . , n, ϕ = ( ϕ1, . . . , ϕn ) , (1.1) which are usually represented in the form ϕi(x, t) = Φi ( k(U)x+ ω(U)t+ θ0,U ) . (1.2) Let us note that we will consider here systems with one spatial variable x and one time variable t. In these notations the functions k(U) and ω(U) play the role of the “wave numbers” and “frequencies” of m-phase solutions, while the parameters θ0 represent the “initial phase shifts”. The parameters U = (U1, . . . , UN ) can be chosen in an arbitrary way, we just assume that they do not change under shifts of the initial phases of solutions θ0. The functions Φi(θ) satisfy the system F i ( Φ, ωαΦθα , k βΦθβ , . . . ) ≡ 0, i = 1, . . . , n, (1.3) and we have to choose for each value of U some function Φ(θ,U) as having “zero initial phase shift”. The corresponding set of m-phase solutions of (1.1) can be then represented in the form (1.2). For m-phase solutions of (1.1) we have in this case k(U) = (k1(U), . . . , km(U)), ω(U) = (ω1(U), . . . , ωm(U)), θ0 = (θ1 0, . . . , θ m 0 ), where U = (U1, . . . , UN ) are the parameters of a solution. We will require also that all the functions Φi(θ,U) are 2π-periodic with respect to each θα, α = 1, . . . ,m. ?This paper is a contribution to the Special Issue “Geometrical Methods in Mathematical Physics”. The full collection is available at http://www.emis.de/journals/SIGMA/GMMP2012.html mailto:maltsev@itp.ac.ru http://dx.doi.org/10.3842/SIGMA.2012.103 http://www.emis.de/journals/SIGMA/GMMP2012.html 2 A.Ya. Maltsev Consider a set Λ of functions Φ(θ + θ0,U), depending smoothly on the parameters U and satisfying system (1.3) for all U. In the Whitham approach the parameters U and θ0 become slowly varying functions of x and t, U = U(X,T ), θ0 = θ0(X,T ), where X = εx, T = εt (ε→ 0). For the construction of the corresponding asymptotic solution the functions U(X,T ) must sa- tisfy some system of differential equations (the Whitham system). In the simplest case (see [31]), we try to find asymptotic solutions ϕi(θ, X, T ) = ∑ k≥0 Ψi (k) ( S(X,T ) ε + θ, X, T ) εk (1.4) with 2π-periodic in θ functions Ψ(k) satisfying system (1.1), i.e. F i (ϕ, εϕT , εϕX , . . . ) = 0, i = 1, . . . , n. The function S(X,T ) = (S1(X,T ), . . . , Sm(X,T )) is called the “modulated phase” of solu- tion (1.4). Assume now that the function Ψ(0)(θ, X, T ) belongs to the family Λ of m-phase solutions of (1.1) for all X and T . We have then Ψ(0)(θ, X, T ) = Φ ( θ + θ0(X,T ),U(X,T ) ) , (1.5) and SαT (X,T ) = ωα(U(X,T )), SαX(X,T ) = kα(U(X,T )), as follows after the substitution of (1.4) into system (1.1). In the simplest case the functions Ψ(k)(θ, X, T ) are determined from the linear systems L̂ij[U,θ0](X,T )Ψj (k)(θ, X, T ) = f i(k)(θ, X, T ), (1.6) where L̂ij[U,θ0](X,T ) is a linear operator defined by the linearization of system (1.3) on the so- lution (1.5). The resolvability conditions of systems (1.6) in the space of periodic functions can be written as the conditions of orthogonality of the functions f(k)(θ, X, T ) to all the “left eigen- vectors” (the eigenvectors of the adjoint operator) of the operator L̂ij[U,θ0](X,T ) corresponding to zero eigenvalue. We should say, however, that the resolvability conditions of systems (1.6) can actually be quite complicated in general multi-phase case, since the eigenspaces of the operators L̂[U,θ0] and L̂†[U,θ0] on the space of 2π-periodic functions can be rather nontrivial in the multi-phase situation. Thus, even the dimension of the kernels of L̂[U,θ0] and L̂†[U,θ0] can depend in a highly nontrivial way on the values of U. In general, the picture arising in the U-space can be rather complicated. As a result, the determination of the next corrections from systems (1.6) is impossible in general multiphase situation and the corrections to the main approximation (1.5) have more complicated and rather nontrivial form [4–6]. These difficulties do not arise commonly in the single-phase situation (m = 1) where the behavior of eigenvectors of L̂[U,θ0] and L̂†[U,θ0], as a rule, is quite regular. The resolvability conditions of system (1.6) for k = 1 L̂ij[U,θ0](X,T )Ψj (1)(θ, X, T ) = f i(1)(θ, X, T ) (1.7) with relations kT = ωX define in this case the Whitham system for the single-phase solutions of (1.1) which plays the central role in considering the slow modulations. Whitham’s Method and Dubrovin–Novikov Bracket 3 For the multi-phase solutions the Whitham system is usually given by the orthogonality conditions of the right-hand part of (1.7) to the maximal set of “regular” left eigenvectors corresponding to zero eigenvalues which are defined for all values of U and depend smoothly on U. As a rule, this system is equivalent to the conditions obtained by the averaging of some complete set of conservation laws of system (1.1) having the local form P νt (ϕ,ϕt,ϕx, . . . ) = Qνx(ϕ,ϕt,ϕx, . . . ), ν = 1, . . . , N. The Whitham system is written usually as a system of hydrodynamic type UνT = V ν µ (U)UµX (1.8) and gives the main approximation for the connection between spatial and time derivatives of the parameters Uν(X,T ). The variables T and X represent the “slow” variables T = εt, X = εx, connected with the variables t and x by a small parameter ε. Thus, the Whitham system (1.8) represents a homogeneous quasi-linear system of hydrodynamic type connecting the derivatives of slow modulated parameters. As mentioned above, the construction of the asymptotic series (1.4) in the multi-phase case is impossible in general situation (see [4–6]). Nevertheless, the Whitham system (1.8) and the leading term of the expansion (1.4) play the major role in consideration of modulated solutions also in this case, representing the main approximation for corresponding modulated solutions. The corrections to the main term have in general more nontrivial form than (1.4), but they also tend to zero in the limit ε→ 0 [4–6]. Let us give here just some incomplete list of the classical papers devoted to the foundations of the Whitham method [1,4–8,14–16,22–25,28,29,31,39,40,42,48–50]. We will be interested here only in Hamiltonian aspects of the Whitham method. In the remaining part of the Introduction we will give the definition of the “regular” Whitham system for the complete regular family of m-phase solutions which will be used everywhere below. Let us use for simplicity the notation Λ both for the family of the functions Φ(θ+θ0,U) and the corresponding family of m-phase solutions of system (1.1), such that we will denote by Λ both the families of the functions Φ(θ+θ0,U) in the space of 2π-periodic in all θα functions ϕ(θ) and ϕ[U,θ0](x) = Φ(k(U)x+ θ0,U). We will assume everywhere below that the family Λ represents a smooth family of m-phase solutions of system (1.1) in the sense discussed above. It is generally assumed that the parameters kα, ωα are independent on the family Λ, such that the full family of the m-phase solutions of (1.1) depends on N = 2m+ s (s ≥ 0) parameters Uν and m initials phase shifts θα0 . In this case it is convenient to represent the parameters U in the form U = (k,ω,n), where k represents the wave numbers, ω are the frequencies of the m-phase solutions and n = (n1, . . . , ns) are some additional parameters (if any). It is easy to see that the functions Φθα(θ + θ0,k,ω,n), α = 1, . . . ,m, Φnl(θ + θ0,k,ω,n), l = 1, . . . , s, belong to the kernel of the operator L̂ij[k,ω,n,θ0]. In the regular case it is natural to assume that the set of the functions (Φθα , Φnl) represents the maximal linearly independent set of the kernel vectors of the operator L̂ regularly depending on the parameters (k,ω,n). For the construction of the “regular” Whitham system we have to require the following property of regularity and completeness of the family of m-phase solutions of system (1.1). Definition 1.1. We call a family Λ a complete regular family of m-phase solutions of sys- tem (1.1) if: 1) the values k = (k1, . . . , km), ω = (ω1, . . . , ωm) represent independent parameters on the family Λ, such that the total set of parameters of the m-phase solutions can be represented in the form (U,θ0) = (k,ω,n,θ0); 4 A.Ya. Maltsev 2) the functions Φθα(θ + θ0,k,ω,n), Φnl(θ + θ0,k,ω,n) are linearly independent and give the maximal linearly independent set among the kernel vectors of the operator L̂ij[k,ω,n,θ0], smoothly depending on the parameters (k,ω,n) on the whole set of parameters; 3) the operator L̂ij[k,ω,n,θ0] has exactly m+ s linearly independent left eigenvectors with zero eigenvalue κ (q) [U](θ + θ0) = κ (q) [k,ω,n](θ + θ0), q = 1, . . . ,m+ s, among the vectors smoothly depending on the parameters (k,ω,n) on the whole set of parameters. By definition, we will call the regular Whitham system for a complete regular family of m-phase solutions of (1.1) the conditions of orthogonality of the discrepancy f(1)(θ, X, T ) to the functions κ (q) [U(X,T )](θ + θ0(X,T )) ∫ 2π 0 · · · ∫ 2π 0 κ (q) [U(X,T )]i(θ + θ0(X,T ))f i(1)(θ, X, T ) dmθ (2π)m = 0, q = 1, . . . ,m+ s, (1.9) with the compatibility conditions kαT = ωαX . (1.10) System (1.9), (1.10) gives m + (m + s) = 2m + s = N conditions at every X and T for the parameters of the zero approximation Ψ(0)(θ, X, T ). It is well known that the Whitham system does not include the parameters θα0 (X,T ) and provides restrictions only to the parameters Uν(X,T ) of the zero approximation. Let us prove here a simple lemma which confirms this property under the conditions formulated above1. Lemma 1.1. Under the regularity conditions formulated above the orthogonality conditions (1.9) do not contain the functions θα0 (X,T ) and give constraints only to the functions Uν(X,T ), having the form C(q) ν (U)UνT −D(q) ν (U)UνX = 0, q = 1, . . . ,m+ s, with some functions C (q) ν (U), D (q) ν (U). Proof. Let us write down the part f ′(1) of the function f(1), which contains the derivatives θβ0T (X,T ) and θβ0X(X,T ). We have f ′i(1)(θ, X, T ) = −∂F i ∂ϕjt ( Ψ(0), . . . ) Ψj (0)θβ θβ0T − ∂F i ∂ϕjx ( Ψ(0), . . . ) Ψj (0)θβ θβ0X − ∂F i ∂ϕjtt ( Ψ(0), . . . ) 2ωα(X,T )Ψj (0)θαθβ θβ0T − ∂F i ∂ϕjxx ( Ψ(0), . . . ) 2kα(X,T )Ψj (0)θαθβ θβ0X − · · · . 1This simple fact was present in the Whitham approach from the very beginning (see [31, 48–50]). In fact, under various assumptions it can be also shown that the additional phase shifts θα0 (X,T ) can be always absorbed by the functions Sα(X,T ) after a suitable correction of initial data (see, e.g., [9, 23, 24, 35]). It should be noted, however, that the corresponding phase shift can play rather important role in the weakly nonlocal case [39] (see also [9, 33]). Whitham’s Method and Dubrovin–Novikov Bracket 5 Let us choose the parameters U in the form U = (k1, . . . , km, ω1, . . . , ωm, n1, . . . , ns). We can write then f ′i(1)(θ, X, T ) = [ − ∂ ∂ωβ F i (Φ(θ + θ0,U), . . . ) + L̂ij ∂ ∂ωβ Φj(θ + θ0,U) ] θβ0T + [ − ∂ ∂kβ F i (Φ(θ + θ0,U), . . . ) + L̂ij ∂ ∂kβ Φj(θ + θ0,U) ] θβ0X . The total derivatives ∂F i/∂ωβ and ∂F i/∂kβ are identically equal to zero on Λ according to (1.3). We have then∫ 2π 0 · · · ∫ 2π 0 κ (q) [U(X,T )]i(θ + θ0(X,T ))f ′i(1)(θ, X, T ) dmθ (2π)m ≡ 0 since κ (q) [U(X,T )](θ + θ0(X,T )) are left eigenvectors of L̂ with the zero eigenvalues. It is not difficult to see also that all the θ0(X,T ) in the arguments of Φ and κ(q) disappear after the integration with respect to θ, so we get the statement of the lemma. � We can claim then that the regular Whitham system has the following general form ∂kα ∂Uν UνT = ∂ωα ∂Uν UνX , α = 1, . . . ,m, C(q) ν (U)UνT = D(q) ν (U)UνX , q = 1, . . . ,m+ s. (1.11) Let us note that according to our assumptions we have here rank ||∂kα/∂Uν || = m. In generic case the derivatives UνT can be expressed in terms of UµX and the Whitham system can be written in the form (1.8). 2 Lagrangian and Hamiltonian formulations of the Whitham method Together with the formulation of Whitham’s method the Lagrangian structure of the equations of slow modulations was proposed [48–50]. The method of averaging of Lagrangian function introduced by Whitham can be formulated in the following way. We assume that the original system (1.1) is lagrangian with the local action of the form S = ∫∫ L (ϕ,ϕt,ϕx,ϕtt,ϕxt,ϕxx, . . . ) dxdt, such that the functions F i have the form F i(ϕ,ϕt,ϕx, . . . ) = δS δϕi(x, t) = ∂L ∂ϕi − ∂ ∂t ∂L ∂ϕit − ∂ ∂x ∂L ∂ϕix + · · · . Let us assume here for simplicity that the parameters (k,ω) = (k1, . . . , km, ω1, . . . , ωm) give the complete set of independent parameters on the family of m-phase solutions (excluding the initial phase shifts), such that the number of parameters Uν is equal to 2m. The linearized operator L̂ij[k,ω,θ0](X,T ) in (1.6) is given now by the distribution Lij[k,ω,θ0](θ,θ ′) = δ2S δΦi(θ)δΦj(θ′) , 6 A.Ya. Maltsev where S = ∫ 2π 0 · · · ∫ 2π 0 L ( Φ, ωαΦθα , k βΦθβ , . . . ) dmθ (2π)m is a self-adjoint operator. Throughout the paper we will always understand the integration with respect to θ as the averaging procedure. For this reason, all the integrals over dmθ will be defined with the factor 1/(2π)m. In particular, we will also assume that the variational derivatives of the type δS/δϕi(θ) are defined as δS ≡ ∫ 2π 0 · · · ∫ 2π 0 δS δϕi(θ) δϕi(θ) dmθ (2π)m on the space of 2π-periodic in θ functions. We also define here the delta function δ(θ − θ′) and its higher derivatives δθα1 ...θαs (θ − θ′) on the space of 2π-periodic functions by the formula∫ 2π 0 · · · ∫ 2π 0 δθα1 ···θαs (θ − θ′)ψ(θ′) dmθ′ (2π)m ≡ ψθα1 ···θαs (θ). The functions Φθα , α = 1, . . . ,m, represent both the left and the right eigenfunctions of the operator L̂ij[k,ω,θ0](X,T ), corresponding to the zero eigenvalue. Under the assumption that the family of the m-phase solutions Λ is a complete regular family of m-phase solutions of (1.1) we assume that the functions Φθα(θ+ θ0,k,ω) are linearly independent and give the maximal linearly independent set among the kernel vectors of the operator L̂ij[k,ω,θ0] smoothly depending on the parameters (k,ω). The regular Whitham system is given then by the conditions kαT = ωαX and m conditions of orthogonality of the function f(1)(θ, X, T ) to the functions Φθα(θ + θ0,k,ω). According to the Whitham procedure the Whitham system on the parameters (k,ω) is ob- tained from the condition of extremality of the action Σ(0) [S] = ∫∫∫ 2π 0 · · · ∫ 2π 0 L ( Φ, SαTΦθα , S β XΦθβ , . . . ) dmθ (2π)m dXdT (2.1) under the conditions kα = SαX , ωα = SαT . The conditions kαT = ωαX and δΣ/δSα(X,T ) = 0 give a system of 2m equations on the parameters (k,ω). It is not difficult to see that the system given by the variation of the “averaged” action coincides with the conditions of orthogonality of the function f(1)(θ, X, T ) to the functions Φθα(θ + θ0,k,ω). Indeed, let us consider the action Σ [S,ϕ, ε] = ∫ L ( ϕ ( S(X,T ) ε + θ, X, T ) , ε ∂ ∂T ϕ ( S(X,T ) ε + θ, X, T ) , . . . ) dmθ (2π)m dXdT = Σ(0) [S,ϕ] + εΣ(1) [S,ϕ] + ε2Σ(2) [S,ϕ] + · · · defined on the functions ϕ(θ, X, T ), 2π-periodic in each θα. Taking into account the relation δΣ δSα(X,T ) = ε−1 ∫ 2π 0 · · · ∫ 2π 0 ϕiθα (θ, X, T ) δΣ δϕi(θ, X, T ) dmθ (2π)m and the invariance of the action with respect to the shifts S(X,T )→ S(X,T ) + ∆S, Whitham’s Method and Dubrovin–Novikov Bracket 7 it is easy to see that∫ 2π 0 · · · ∫ 2π 0 ϕiθα (θ, X, T ) δΣ(0) δϕi(θ, X, T ) dmθ (2π)m ≡ 0, δΣ(0) δSα(X,T ) = ∫ 2π 0 · · · ∫ 2π 0 ϕiθα (θ, X, T ) δΣ(1) δϕi(θ, X, T ) dmθ (2π)m (2.2) etc. Substituting the functions ϕ(θ, X, T ) in the form ϕ(θ, X, T ) = Φ(θ + θ0,SX ,ST ) in the relations above, we can see that we have to include now the additional dependence of the functions ϕ(θ, X, T ) on SX and ST in relation (2.2). However, due to the relation δΣ(0) δϕi(θ, X, T ) ≡ 0 on the family Λ, the relation (2.2) will not change in this situation. Taking also into account the equality f i(1) (θ, X, T ) = δΣ(1) δϕi(θ, X, T ) we get the required statement. Under the assumption of the completeness and regularity of the family Λ we can see then that the averaged action (2.1) defines a lagrangian structure of the regular Whitham system in general multiphase case. We should say also that the cases with additional parameters n, as a rule, can be also included into the scheme described above with the aid of the Whitham “pseudo-phases” [49]. Let us note also that different questions connected with the justification of the averaging of Lagrangian functions in different orders can be found in [7]. Another approach to the construction of the regular Whitham system is connected with the method of averaging of conservation laws. According to further consideration of the Hamiltonian structure of the Whitham equations we will assume now that system (1.1) is written in an evolutionary form ϕit = F i (ϕ,ϕx,ϕxx, . . . ) . (2.3) The families of the m-phase solutions of (2.3) are defined then by solutions of the system ωαϕiθα = F i ( ϕ, kβϕθβ , . . . ) (2.4) on the space of 2π-periodic in each θα functions ϕ(θ). We will assume that the conservation laws of system (2.3) have the form P νt (ϕ,ϕx,ϕxx, . . . ) = Qνx (ϕ,ϕx,ϕxx, . . . ) , such that the values Iν = ∫ +∞ −∞ P ν (ϕ,ϕx,ϕxx, . . . ) dx represent translationally invariant conservative quantities for the system (2.3) in the case of the rapidly decreasing at infinity functions ϕ(x). We can also define the conservation laws for system (2.3) in the periodic case with a fixed period K Iν = 1 K ∫ K 0 P ν (ϕ,ϕx,ϕxx, . . . ) dx, 8 A.Ya. Maltsev or in the quasiperiodic case Iν = lim K→∞ 1 2K ∫ K −K P ν (ϕ,ϕx,ϕxx, . . . ) dx. It is natural also to define the variational derivatives of the functionals Iν with respect to the variations of ϕ(x) having the same periodic or quasiperiodic properties as the original functions. Easy to see then that the standard Euler–Lagrange expressions for the variational derivatives can be used in this case. Let us write the functionals Iν in the general form Iν = ∫ P ν (ϕ,ϕx,ϕxx, . . . ) dx (2.5) assuming the appropriate definition in the corresponding situations. Let us define a quasiperiodic function ϕ(x) with fixed quasiperiods (k1, . . . , km) as a smooth periodic function ϕ(θ) on the torus Tm which is restricted on the corresponding straight-line winding ϕ(kx+ θ0)→ ϕ(x). Let us define the functionals Jν = ∫ 2π 0 · · · ∫ 2π 0 P ν ( ϕ, kβϕθβ , . . . ) dmθ (2π)m (2.6) on the space of 2π-periodic in θ functions. It’s not difficult to see that the functions ζ (ν) i[U](θ + θ0) = δJν δϕi(θ) ∣∣∣∣ ϕ(θ)=Φ(θ+θ0,U) (2.7) represent left eigenvectors of the operator L̂ij[U,θ0] with zero eigenvalues regularly depending on parameters U on a fixed smooth family Λ. Indeed, the operator L̂ij[U,θ0] is defined in this case by the distribution Lij[U,θ0](θ,θ ′) = δijω αδθα(θ − θ′)− δF i(ϕ, kβϕθβ , . . . ) δϕj(θ′) ∣∣∣∣ ϕ(θ)=Φ(θ+θ0,U) . We have∫ 2π 0 · · · ∫ 2π 0 δJν δϕi(θ) ( ωαϕiθα − F i(ϕ, kβϕθβ , . . . ) ) dmθ (2π)m ≡ 0 for any translationally invariant integral of (2.3). Taking the variational derivative of this relation with respect to ϕj(θ′) on Λ we get the required statement. Thus, we can write ζ (ν) i[U](θ) = ∑ q cνq (U)κ (q) i[U](θ) (2.8) with some smooth functions cνq (U) on a complete regular family Λ. For the construction of the regular Whitham system on a complete regular family of m-phase solutions of (2.3) we need a sufficient number of the first integrals (2.5) such that the values of the functionals Jν on Λ represent the full set of parameters Uν = Jν |Λ. Besides that, we should Whitham’s Method and Dubrovin–Novikov Bracket 9 require that the maximal linearly independent subset of the functions (2.7) give a complete set of linearly independent left eigenvectors of the operator L̂ij[U,θ0] with zero eigenvalues among the vectors regularly depending on the parameters U on the family Λ. Coming back to the definition of a complete regular family of m-phase solutions of sys- tem (2.3) we can see that in the case of a complete regular family Λ the number of linearly independent vectors (2.7) on Λ is always finite. More precisely, if N = 2m+ s is the number of parameters of m-phase solutions of (2.3) (excluding the initial phase shifts) then for a complete regular family of m-phase solutions we require the presence of exactly m+s = N −m left eigen- vectors κ (q) [U](θ + θ0) with zero eigenvalues, regularly depending on parameters, in accordance with the number of the vectors Φθα , Φnl . Thus, according to Definition 1.1, we assume here that the number of linearly independent vectors defined by formula (2.7) is exactly equal to m+ s = N −m for a complete regular family Λ. We should note that the conditions on the variational derivatives of Jν formulated above do not contradict to the condition that the values Jν (ν = 1, . . . , N) can be chosen as parameters Uν on the family of m-phase solutions. Indeed, the definition of Jν (2.6) explicitly includes the additional m functions kα, which provide the necessary functional independence of the values of Jν on Λ. In other words, we can use the Euler–Lagrange expressions for the variational derivatives of Iν only on subspaces with fixed quasiperiods (k1, . . . , km). The variation of the quasiperiods gives linearly growing variations which do not allow to use the Euler–Lagrange expressions. Moreover, under the assumptions formulated above, we can show that the condition of the completeness of the variational derivatives (2.7) of the functionals Jν in the space of regular left eigenvectors of the operator L̂ij[U,θ0] with zero eigenvalues follows in fact from the condition that the values Uν = Jν |Λ can be chosen as the full set of parameters (excluding the initial phase shifts) on the family Λ. Let us make the agreement that we will always assume here that the Jacobian of the coordi- nate transformation (k,ω,n)→ ( U1, . . . , UN ) is different from zero on Λ whenever we say that the values Uν(k,ω,n) represent a complete set of parameters on Λ (excluding the initial phase shifts). Under the conditions formulated above let us prove here the following proposition. Proposition 2.1. Let Λ be a complete regular family of m-phase solutions of system (2.3). Let the values (U1, . . . , UN ) of the functionals (J1, . . . , JN ) (2.6) give a complete set of parameters on Λ excluding the initial phase shifts. Then: 1) the set of the vectors{ Φωα(θ + θ0,k,ω,n), Φnl(θ + θ0,k,ω,n), α = 1, . . . ,m, l = 1, . . . , s } is linearly independent on Λ; 2) the variation derivatives ζ (ν) i[U](θ+θ0), given by (2.7), generate the full space of the regular left eigenvectors of the operator L̂ij[U,θ0] with zero eigenvalues on the family Λ. Proof. Indeed, we require that the rows given by the derivatives( ∂U1 ∂ωα , . . . , ∂UN ∂ωα ) , ( ∂U1 ∂nl , . . . , ∂UN ∂nl ) 10 A.Ya. Maltsev are linearly independent on Λ. Using the expressions ∂Uν ∂ωα = ∫ 2π 0 · · · ∫ 2π 0 ζ (ν) i[U](θ) Φi ωα(θ,U) dmθ (2π)m , α = 1, . . . ,m, ∂Uν ∂nl = ∫ 2π 0 · · · ∫ 2π 0 ζ (ν) i[U](θ) Φi nl(θ,U) dmθ (2π)m , l = 1, . . . , s, on Λ, we get that the set {Φωα ,Φnl} is linearly independent on Λ and the number of linearly independent variation derivatives (2.7) is not less than m+ s. We obtain then that the variation derivatives (2.7) generate in this case a space of regular left eigenvectors of the operator L̂ij[U,θ0] with zero eigenvalues of dimension (m+ s). � As a remark, let us note here some general fact associated with multiphase solutions of partial differential equations. As is well known, the presence of families of multiphase quasiperiodic solutions, as a rule, is connected with integrability of system (1.1) by the inverse scattering methods. The first m-phase solutions for the KdV equation given by the Novikov potentials were introduced exactly as the functional families represented by the extremals of linear combinations of some set of higher integrals of the system, i.e. the families where the variational derivatives of integrals of the set become linearly dependent. If we have a natural hierarchy of the first integrals and commuting flows of an integrable sys- tem, some of the first integrals of the hierarchy (I1, . . . , Iq) are usually used for the construction of m-phase solutions. So, the functions given by the conditions c1δI 1 + · · ·+ cqδI q = 0 for all possible (c1, . . . , cq) form a complete family of m-phase solutions of the integrable sys- tem [41]. Thus, for Novikov potentials we have q = m+2 while the dimensions of the families ofm-phase solutions for KdV (excluding initial phase shifts) are equal to 2m+1. The first 2m+1 of integrals of KdV (I1, . . . , I2m+1) can be used for the construction of parameters (U1, . . . , U2m+1) on the families of m-phase solutions of KdV. The number of linearly independent variational derivatives of these functionals on the family of m-phase solutions is exactly equal to m+1. It’s not difficult to show also that the variational derivatives of all the higher integrals of the KdV hierarchy are given by linear combinations of the variational derivatives of the set (I1, . . . , Iq) on the families of m-phase solutions. The construction proposed in [41] in fact is used without substantial changes for many sys- tems that are integrable by the inverse scattering methods, and represents the basic scheme for constructing of m-phase solutions of integrable systems. This circumstance gives therefore a convenient method of checking the above relations for most specific examples. Let us prove here the following lemma, which we will need in further considerations. Lemma 2.1. Let the values Uν of the functionals Jν on a complete regular family of m-phase solutions Λ be functionally independent and give a complete set of parameters (excluding initial phase shifts) on Λ, such that we have kα = kα(U1, . . . , UN ). Then the functionals kα(J1, . . . , JN ) have zero variational derivatives on Λ. Proof. As we have seen, the conditions of the lemma imply the existence of m independent relations N∑ ν=1 λαν (U) δJν δϕi(θ) ∣∣∣∣ ϕ(θ)=Φ(θ+θ0,U) ≡ 0, α = 1, . . . ,m, (2.9) on Λ. Whitham’s Method and Dubrovin–Novikov Bracket 11 For the corresponding coordinates Uν on Λ this implies the relations N∑ ν=1 λαν (U)dUν = m∑ β=1 µ (α) β (U)dkβ(U) for some matrix µ (α) β (U). Since Uν provide coordinates on Λ the matrix µ (α) β (U) has the full rank, and therefore in- vertible. We can then write dkβ = m∑ α=1 ( µ̂−1 )β (α) (U) N∑ ν=1 λ(α) ν (U)dUν . The assertion of the lemma follows then from (2.9). � The regular Whitham system in the described approach can be written as 〈P ν〉T = 〈Qν〉X , ν = 1, . . . , N, (2.10) where 〈. . . 〉 denotes the averaging operation on Λ defined by the formula 〈f(ϕ,ϕx, . . . )〉 ≡ ∫ 2π 0 · · · ∫ 2π 0 f ( Φ, kβΦθβ , . . . ) dmθ (2π)m . Let us prove here the following lemma about the connection between the systems (2.10) and (1.11). Lemma 2.2. Let the values Uν of the functionals Jν on a complete regular family of m-phase solutions Λ be functionally independent and give a complete set of parameters on Λ excluding the initial phase shifts. Then the system (2.10) is equivalent to (1.11). Proof. Let us introduce the functions Πν i(l)(ϕ,ϕx, . . . ) ≡ ∂P ν(ϕ,ϕx, . . . ) ∂ϕilx for l ≥ 0. Using the expression for the evolution of the densities P ν(ϕ, εϕX , . . . ) we can write the following identities P νt (ϕ, εϕX , . . . ) = ∑ l≥0 εlΠν i(l)(ϕ, εϕX , . . . ) ( F i(ϕ, εϕX , . . . ) ) lX ≡ εQνX(ϕ, εϕX , . . . ). (2.11) To calculate the values ε〈Qν〉X let us put now ϕi(θ, X) = Φi ( S(X) ε + θ,U(X) ) , (2.12) where SαX = kα(U(X)). The operator ε∂/∂X acting on the functions (2.12) can be naturally represented as a sum of kα∂/∂θα and the terms proportional to ε. So, any expression f(ϕ, εϕX , . . . ) on the submani- fold (2.12) can be naturally represented in the form f(ϕ, εϕX , . . . ) = ∑ l≥0 εlf[l] [Φ,U] , 12 A.Ya. Maltsev where f[l][Φ,U] are smooth functions of (Φ,Φθα ,ΦUν , . . . ) and (U,UX ,UXX , . . . ), polynomial in the derivatives (UX ,UXX , . . . ), and having degree l in terms of the total number of derivations of U w.r.t. X. Note also that the functions Φ appear in f[l] with the phase shift S(X)/ε according to (2.12). The common phase shift is not important for the integration with respect to θ, so let us assume below that the phase shift S(X)/ε is omitted after taking all the differentiations with respect to X. According to (2.11) and (2.4) we can write ε〈Qν〉X = ε ∫ 2π 0 · · · ∫ 2π 0 QνX[1] dmθ (2π)m = ε ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 ( Πν i(l)[0]F i lX[1] + Πν i(l)[1]F i lX[0] ) dmθ (2π)m = ε ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 ( Πν i(l)[0]k γ1 · · · kγlF i[1]θγ1 ...θγl + Πν i(l)[0]lk γ1 · · · kγl−1 ( ωβΦi θβθγ1 ···θγl−1 ) X[1] + Πν i(l)[0] l(l − 1) 2 kγ1X k γ2 · · · kγl−1ωβΦi θβθγ1 ···θγl−1 + Πν i(l)[1]k γ1 · · · kγlωβΦi θβθγ1 ···θγl ) dmθ (2π)m . It is not difficult to see also that for arbitrary dependence of parameters U of T , the derivative of the average 〈P ν〉 w.r.t. T can be written as 〈P ν〉T = ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 Πν i(l)[0] ( kγ1 · · · kγlΦi θγ1 ···θγl ) T dmθ (2π)m . Now, we can write the relations 〈P ν〉T = 〈Qν〉X as∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 ( Πν i(l)[0]k γ1 · · · kγlΦi θγ1 ···θγlT + Πν i(l)[0]lk γ1 · · · kγl−1kγlT Φi θγ1 ···θγl ) dmθ (2π)m = ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 ( Πν i(l)[0]k γ1 · · · kγlF i[1]θγ1 ···θγl + Πν i(l)[0]lk γ1 · · · kγl−1ωβXΦi θβθγ1 ···θγl−1 + Πν i(l)[0]lk γ1 · · · kγl−1ωβΦi θβθγ1 ···θγl−1X[1] + Πν i(l)[0] l(l − 1) 2 kγ1X k γ2 · · · kγl−1ωβΦi θβθγ1 ···θγl−1 + Πν i(l)[1]k γ1 · · · kγlωβΦi θβθγ1 ···θγl ) dmθ (2π)m . The last three terms in the right-hand part represent the integral of the value∑ l≥0 ωβ ( Πν i(l)[0]Φ i θβ ,lX[1] + Πν i(l)[1]Φ i θβ ,lX[0] ) = ωβ∂P ν[1]/∂θ β and are equal to zero. The remaining terms after integration by parts can be written in the form∫ 2π 0 · · · ∫ 2π 0 ( ζ (ν) i[U(X)](θ) [ Φi T (θ,U(X))− F i[1](θ, X) ] + ( kβT − ω β X )∑ l≥0 Πν i(l)[0]lk γ1 · · · kγl−1Φi θβθγ1 ···θγl−1 ) dmθ (2π)m = 0, where the values ζ (ν) i[U(X)](θ) are given by (2.7). Whitham’s Method and Dubrovin–Novikov Bracket 13 Consider the convolution (in ν) of the above expression with the values ∂kα/∂Uν . The expressions ∂kα ∂Uν (U(X))ζ (ν) i[U(X)](θ) are identically equal to zero according to Lemma 2.1. From the other hand we have ∂kα ∂Uν ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥1 lkβ1 · · · kβl−1Φi θβθβ1 ···θβl−1 Πν i(l) (Φ, kγΦθγ , . . . ) dmθ (2π)m = ( ∂kα ∂Uν ∂ ∂kβ Jν [ϕ,k] )∣∣∣∣ ϕ(θ)=Φ(θ,U) = δαβ , (2.13) since the variations of the functions Φ are insignificant for the values of kα according to Lemma 2.1. We get then that conditions (2.10) imply the relations kαT = ωαX , which are the first part of system (1.11). Now the conditions∫ 2π 0 · · · ∫ 2π 0 ζ (ν) i[U(X)](θ) [ Φi T (θ,U(X))− F i[1](θ, X) ] dmθ (2π)m = 0 express the conditions of orthogonality of the vectors (2.7) to the function −ΦT + F[1], which coincides exactly with the right-hand part of the equation (1.7) in our case. Since the linear span of the vectors (2.7) coincides with the linear span of the complete set of the regular left eigenvectors of the operator L̂ij[U,θ0](X,T ) with zero eigenvalues, we get that system (2.10) is equivalent to system (1.11). � Let us note here that it follows from Lemma 2.2 that systems (2.10), obtained from different sets of conservation laws are equivalent to each other. In other words, if system (2.3) has additional conservation laws then their averaging gives relations following from system (2.10). Let us note also that the justification questions discussed above, as a rule, can be considered in a simpler way under additional assumptions about the next corrections to the main approxi- mation (1.5) (see, e.g. [7]). We note again that here we don’t make any additional assumptions of this kind and consider the regular Whitham system as an independent object that is associa- ted only with description of the main approximation (1.5). As we have said, we will follow this approach everywhere in the paper. The Hamiltonian properties of systems (2.10) and more general systems (1.8) play very im- portant role in their consideration. The general theory of systems (1.8), which are Hamilto- nian with respect to local Poisson brackets of hydrodynamic type (Dubrovin–Novikov brackets) was constructed by B.A. Dubrovin and S.P. Novikov. Let us give here a brief description of the Dubrovin–Novikov Hamiltonian structures and of the properties of the corresponding sys- tems (1.8). The Dubrovin–Novikov bracket on the space of fields (U1(X), . . . , UN (X)) has the form {Uν(X), Uµ(Y )} = gνµ(U)δ′(X − Y ) + bνµγ (U)UγXδ(X − Y ), ν, µ = 1, . . . , N. (2.14) The Hamiltonian operator corresponding to (2.14) can be written in the form Ĵνµ = gνµ(U) d dX + bνµγ (U)UγX . As was shown by B.A. Dubrovin and S.P. Novikov [14–16], expression (2.14) with non- degenerate tensor gνµ(U) defines a Poisson bracket on the space of fields U(X) if and only if: 14 A.Ya. Maltsev 1) tensor gνµ(U) gives a symmetric flat pseudo-Riemannian metric with upper indexes on the space of parameters (U1, . . . , UN ); 2) the values Γνµγ = −gµλbλνγ , where gνλ(U)gλµ(U) = δνµ, represent the Christoffel symbols for the corresponding met- ric gνµ(U). As follows from the statements above, every Dubrovin–Novikov bracket with non-degenerate tensor gνµ(U) can be written in the canonical form [14–16] {nν(X), nµ(Y )} = ενδνµδ′(X − Y ), εν = ±1, after the transition to the flat coordinates nν = nν(U) for the metric gνµ(U). The functionals Nν = ∫ +∞ −∞ nν(X)dX represent the annihilators of the Dubrovin–Novikov bracket while the functional P = ∫ +∞ −∞ 1 2 N∑ ν=1 εν(nν)2(X)dX represents the momentum functional for the bracket (2.14). The Hamiltonian functions in the theory of brackets (2.14) are represented by the functionals of hydrodynamic type, i.e. H = ∫ +∞ −∞ h(U)dX. The bracket (2.14) has also two other important forms on the space of U(X). One of them is the “Liouville” form [14–16] having the form {Uν(X), Uµ(Y )} = (γνµ(U) + γµν(U))δ′(X − Y ) + ∂γνµ ∂Uλ UλXδ(X − Y ) for some functions γνµ(U). The “Liouville” form of the Dubrovin–Novikov bracket is called also the physical form and corresponds to the case when the integrals of coordinates Uν Iν = ∫ +∞ −∞ Uν(X)dX commute with each other. Another important form of the Dubrovin–Novikov bracket is the diagonal form. It corre- sponds to the case when the coordinates Uν represent the diagonal coordinates for the met- ric gνµ(U) and the tensor gνµ(U) in (2.14) has a diagonal form. This form of the Dubrovin– Novikov bracket is closely connected with the integration theory of systems of hydrodynamic type UνT = V ν µ (U)UµX Whitham’s Method and Dubrovin–Novikov Bracket 15 which can be written in the diagonal form UνT = V ν(U)UνX (2.15) (no summation) and are Hamiltonian with respect to bracket (2.14). It was conjectured by S.P. Novikov that all the systems of hydrodynamic type having the form (2.15) and Hamiltonian with respect to any bracket (2.14) are integrable. This conjecture was proved by S.P. Tsarev in [46] where the method (the “generalized hodograph method”) of integration of these systems was suggested. However, the method of Tsarev proved to be appli- cable to a wider class of diagonalizable systems of hydrodynamic type which was called by Tsarev “semi-Hamiltonian”. As it turned out later in the class of “semi-Hamiltonian systems” fall also the systems Hamiltonian with respect to generalizations of the Dubrovin–Novikov bracket — the weakly nonlocal Mokhov–Ferapontov bracket [38] and the Ferapontov bracket [18, 21]. Various aspects of the weakly nonlocal brackets of hydrodynamic type are discussed in [18–21,36,38,43]. Let us note also that the generalization of the Dubrovin–Novikov procedure for weakly nonlocal case was proposed in [34]. Let us describe now the procedure for constructing the Dubrovin–Novikov bracket for the Whitham system in the case when the original system (2.3) is Hamiltonian with respect to a local field-theoretic bracket {ϕi(x), ϕj(y)} = ∑ k≥0 Bij (k)(ϕ,ϕx, . . . )δ (k)(x− y) (2.16) with the local Hamiltonian of the form H = ∫ PH(ϕ,ϕx, . . . )dx, (2.17) which was suggested by B.A. Dubrovin and S.P. Novikov [14–16]. Method of B.A. Dubrovin and S.P. Novikov is based on the existence of N (equal to the number of parameters Uν of the family of m-phase solutions of (2.3)) local integrals Iν = ∫ P ν(ϕ,ϕx, . . . )dx, (2.18) which commute with the Hamiltonian (2.17) and with each other {Iν , H} = 0, {Iν , Iµ} = 0 (2.19) and can be described as follows. We calculate the pairwise Poisson brackets of the densities P ν having the form {P ν(x), Pµ(y)} = ∑ k≥0 Aνµk (ϕ,ϕx, . . . )δ (k)(x− y), (2.20) where Aνµ0 (ϕ,ϕx, . . . ) ≡ ∂xQνµ(ϕ,ϕx, . . . ) according to (2.19). The corresponding Dubrovin–Novikov bracket on the space of functions U(X) has the form {Uν(X), Uµ(Y )} = 〈Aνµ1 〉(U)δ′(X − Y ) + ∂〈Qνµ〉 ∂Uγ UγXδ(X − Y ). (2.21) 16 A.Ya. Maltsev Let us remind that we assume that the parameters Uν coincide with the values of the func- tionals Iν defined on the corresponding quasiperiodic solutions of the family Λ Uν = 〈P ν(x)〉. The Whitham system (2.10) is Hamiltonian with respect to the Dubrovin–Novikov brac- ket (2.21) with the Hamiltonian Hav = ∫ +∞ −∞ 〈PH〉 (U(X)) dX. (2.22) The proof of the Jacobi identity for the bracket (2.21) was suggested in [32] under certain assumptions about the family of m-phase solutions of (2.3). Besides that, it was shown in [37] that the Dubrovin–Novikov procedure is compatible with the procedure of averaging of local Lagrangian functions when carrying out of both the procedures is possible. Let us note also that in [44] all the local brackets (2.14) for the Whitham equations for KdV, NLS, and SG equations were found. Besides that, in [2] the hierarchies of the weakly nonlocal Hamiltonian structures for the Whitham systems for KdV were represented. In this paper we give the most detailed discussion and justification of the Dubrovin–Novikov procedure separately for the single-phase and the multiphase cases. In the multiphase case we will show also that the justification of the Dubrovin–Novikov procedure can be done under weaker assumptions than in previous reviews. In particular, we will show that the justification of the procedure is in fact insensitive to the appearance of “resonances” which can arise in the multi-phase case, which is the basis for its widespread use in the multiphase situation. In all cases we will consider the regular Whitham system defined above without any assumptions about the form of higher corrections to the main approximation (1.5) of a slowly modulated solution. In this chapter we consider general constructions connected with the Dubrovin–Novikov pro- cedure and prove some technical lemmas needed for its justification. At the end of the chapter, we give a detailed justification of the procedure in the single-phase case. In the next chapter we will consider multiphase case, where the justification of the Dubrovin–Novikov procedure will have a more complicated form. In conclusion, we consider a simple but typical example of the justification of the Dubrovin–Novikov procedure using the Gardner–Zakharov–Faddeev bracket for KdV. As we said above, we will now consider the general structures connected with the construction of the Hamiltonian structure for the regular Whitham system. Let us note that according to (2.19) the flows ϕitν = Siν(ϕ,ϕx, . . . ) = {ϕi(x), Iν} (2.23) generated by the functionals Iν according to the bracket (2.16) commute with the initial flow (2.3). The flows (2.23) leave invariant the full families of m-phase solutions of (2.3) as well as the values Uν = Iν of the functionals Iν on them. For a complete regular family of m-phase solutions with independent parameters (k1, . . . , km) it’s not difficult to show that the flows (2.23) generate linear (in time) shifts of the phases θα0 with some constant frequen- cies ωαν(U), such that Siν ( Φ, kβΦθβ , . . . ) = ωαν(U)Φi θα(θ,U). (2.24) According to Lemma 2.1 we have also that the functionals kα(I) should generate the zero flows on the corresponding family of m-phase solutions of (2.3). For Uν coinciding with the Whitham’s Method and Dubrovin–Novikov Bracket 17 values of Iν on Λ we get then the relations ∂kα(U) ∂Uν ωβν(U) ≡ 0, α, β = 1, . . . ,m. (2.25) Let us give here the definition of a regular Hamiltonian family of m-phase solutions of sys- tem (2.3) and of a complete Hamiltonian set of the functionals (2.18). Definition 2.1. We call family Λ of m-phase solutions of system (2.3) a regular Hamiltonian family if: 1) it represents a complete regular family of m-phase solutions of (2.3) in the sense of Definition 1.1; 2) the corresponding bracket (2.16) has on Λ constant number of annihilators N1, . . . , N s with linearly independent variational derivatives δN l/δϕi(x) which coincides with the number of independent annihilators in the neighborhood of Λ. Let us say that according to the generalized Darboux theorem we can identify the num- ber of the variational derivatives δN l/δϕi(x) on Λ with the number of linearly independent quasiperiodic solutions v (l) i (x) of the equation∑ k≥0 Bij (k)(ϕ,ϕx, . . . ) ∣∣∣ Λ v (l) j,kx = 0, where v (l) i (x) have the same quasiperiods as the corresponding functions ϕ(x) on Λ. Definition 2.2. We call a set (I1, . . . , IN ) of commuting functionals (2.18) a complete Hamil- tonian set on a regular Hamiltonian family Λ of m-phase solutions of system (2.3) if: 1) the restriction of the functionals (I1, . . . , IN ) on the quasiperiodic solutions of the family Λ gives a complete set of parameters (U1, . . . , UN ) on this family; 2) the Hamiltonian flows generated by (I1, . . . , IN ) generate on Λ linear phase shifts of θ0 with frequencies ων(U), such that rank ||ωαν(U)|| = m; 3) the linear space generated by the variational derivatives δIν/δϕi(x) on Λ contains the variational derivatives of all the annihilators N q of the bracket (2.16), such that δN l δϕi(x) ∣∣∣∣ Λ = ∑ ν γlν(U) δIν δϕi(x) ∣∣∣∣ Λ for some smooth functions γlν(U) on the family Λ. Let us note that it follows from Definition 2.2 that if a complete Hamiltonian set of integrals (I1, . . . , IN ) exists for a regular Hamiltonian family Λ then the number of the additional para- meters (n1, . . . , ns) discussed above is equal to the number of annihilators of the bracket (2.16). Indeed, according to Definitions 2.1 and 2.2, the number of the functionals Iν having linearly independent variational derivatives on Λ exactly equals to m + s, where s is the number of annihilators of the bracket (2.16). The total number of independent parameters Uν on Λ is then equal to 2m+ s due to the wave vectors kα, α = 1, . . . ,m, which implies the above assertion. As follows from the condition (2) of Definition 2.2 and from the invariance of the functio- nals N l and Iν with respect to the flows (2.23), the values γlν(U) can always be chosen indepen- dent on the initial phase shifts on the family Λ. The values δIν/δϕi(x)|Λ are linearly dependent 18 A.Ya. Maltsev on Λ, so it’s natural to choose a complete linearly independent subsystem. Remembering that the variational derivatives of Jν (2.7) are linear combinations of the regular left eigenvectors κ (q) i[U](θ + θ0), we can write δN l δϕi(x) ∣∣∣∣ ϕ(x)=Φ(k(U)x+θ0,U) = ∑ q nlq(U)κ (q) i[U] (k(U)x+ θ0) (2.26) for some smooth functions nlq(U). The functions nlq(U) are then uniquely determined on Λ and we have rank||nlq(U)|| = s by Definition 2.1. We will need now the construction of the Dirac restriction of a Poisson bracket on a subma- nifold. We describe here briefly this construction. Using the terminology of finite-dimensional spaces we can say that the Dirac restriction of a Poisson bracket on a submanifold N k ⊂Mn is associated with a special choice of coordinates in the neighborhood of the submanifold N k. The coordinates in the neighborhood of the submanifold N k are divided into the “coordinates on the submanifold” (U1, . . . , Uk) and the constraints (g1, . . . , gn−k) which define the submanifold N k. It is assumed that the submanifold N k is defined by the conditions gi(x) = 0, i = 1, . . . , n− k, while the functions U1(x), . . . , Uk(x) on Mn play the role of a coordinate system on N k after the restriction to this submanifold. If the Hamiltonian flows generated by the functions U j(x) leave the submanifoldN k invariant, i.e. we have {U j(x), gi(x)} = 0 for g(x) = 0, then the pairwise Poisson brackets of the functions U j(x) define the Poisson tensor in the coordinates (U1, . . . , Uk) after restriction on N k which is called the Dirac restriction of the Poisson bracket {·, ·} on the submanifold N k ⊂Mn. In general, according to the procedure of Dirac, if we have some constraints gi(x) which define the submanifold N k and some functions U j(x) which give a coordinate system on N k we must find k linear combinations βjs(U)gs(x) at every point of N k, such that for the functions Ũ j(x) = U j(x) + βjs(U)gs(x), j = 1, . . . , k, we have the relations{ Ũ j(x), gi(x) } = 0 for g(x) = 0. The functions Ũ j(x) take the same values that U j(x) at the points of N k and we can define the Dirac bracket {·, ·}D on N k by the formula {U i, U j}D = { Ũ i(x), Ũ j(x) }∣∣ N k(U). The functions βjs(U) are determined from the linear systems{ gi(x), gs(x) }∣∣ N kβ j s(U) + { gi(x), U j(x) }∣∣ N k = 0, i = 1, . . . , n− k, and we can also write{ U i, U j } D = { U i(x), U j(x) }∣∣ N k − β i s(U) { gs(x), gq(x) }∣∣ N kβ j q(U) for the Dirac bracket on N k. Whitham’s Method and Dubrovin–Novikov Bracket 19 We now describe the procedure of the Dirac restriction, which will be needed in our situation. We consider now system (2.3) which is Hamiltonian with respect to some local bracket (2.16) with a local Hamiltonian function of the form (2.17). We first introduce the extended space of fields ϕ(x)→ ϕ(θ, x), where the functions ϕ(θ, x) are 2π-periodic with respect to each θα, and define the extended Poisson bracket{ ϕi(θ, x), ϕj(θ′, y) } = ∑ k≥0 Bij (k)(ϕ,ϕx, . . . )δ (k)(x− y)δ(θ − θ′). We also make the replacement x→ X = εx and define the Poisson bracket{ ϕi(θ, X), ϕj(θ′, Y ) } = ∑ k≥0 εkBij (k)(ϕ, εϕX , . . . )δ (k)(X − Y )δ(θ − θ′) (2.27) on the space of fields ϕ(θ, X). Let us define again the submanifold K by the formula (2.12) in the extended space of fields. We thus assume that the functions ϕ(θ, X) represent functions from the family Λ of the m-phase solutions of (2.3) with some parameters U(X) at every X. It is convenient to choose the boundary conditions in the form U(X)→ U0, X → ±∞, such that kα(U0) = 0 and define the functions Sα(X) by the formula Sα(X) = 1 2 ∫ +∞ −∞ sgn(X − Y )kα(Y )dY. We can write then ϕi(θ, X) = Φi ( S[U](X) ε + θ,U(X) ) , (2.28) where Sα[U] is a single-valued functional of coordinates U(X) on the submanifold K.2 Let us introduce the functionals Jν(X) on the functions ϕ(θ, X) by the formula Jν(X) = ∫ 2π 0 · · · ∫ 2π 0 P ν ( ϕ, εϕX , ε 2ϕXX , . . . ) dmθ (2π)m (2.29) and consider their values on the functions of the family K. We can write on K, Jν(X) = Uν(X) + ∑ l≥1 εlJν(l)(X), (2.30) where Jν(l)(X) are polynomials in the derivatives UX ,UXX , . . . with coefficients depending on U and have grading degree l in terms of total number of derivations with respect to X. The transformation (2.30) can be inverted as a formal series in ε, such that we can write Uν(X) = Jν(X) + ∑ l≥1 εlUν(l)(X) (2.31) 2The case when the values kα = 0 are absent on the space of the parameters U requires just a simple modification of the definition of S(X) which we do not consider here. 20 A.Ya. Maltsev on the functions of the submanifold K. In the formula (2.31) the functions Uν(l) are functions of J,JX ,JXX , . . . , polynomial in the derivatives JX ,JXX , . . . , and having degree l in terms of the number of derivations w.r.t. X. The values of the functionals Jν(X) or Uν(X) on the functions from K can thus be chosen as coordinates on K. We can define also the functionals U(X) on the whole functional space using the definition of the functionals J(X) and relations (2.31). Let us introduce also the constraints gi(θ, X) defining the submanifold K by the conditions gi(θ, X) = 0 and numbered by the values of θ and X gi(θ, X) = ϕi(θ, X)− Φi ( S[U[J]](X) ε + θ,U[J](X) ) . (2.32) The constraints gi(θ, X) are functionals on the whole extended space of fields ϕi(θ, X) by virtue of the corresponding definition of the functionals Jν(X). The constraints (2.32) are not independent since the following relations hold identically for the “gradients” δgi(θ, X)/δϕj(θ′, Y ) on the submanifold K∫ +∞ −∞ ∫ 2π 0 · · · ∫ 2π 0 δJν(Z) δϕi(θ, X) ∣∣∣∣ K δgi(θ, X) δϕj(θ′, Y ) ∣∣∣∣ K dmθ (2π)m dX ≡ 0. (2.33) Nevertheless, it will be convenient here not to choose an independent subsystem from (2.32) and keep the system of constraints in the form (2.32) keeping in mind the existence of identi- ties (2.33). Thus, we consider now the values of the functionals [U(X),g(θ, X)] as a coordinate system in the neighborhood of K with the relations (2.33). The values of the functionals U(X) will be considered as a coordinate system on K. Using the explicit expression for the quantities δJν(Z)/δϕi(θ, X) on K δJν(Z) δϕi(θ, X) ∣∣∣∣ K = ∑ l≥0 Πν i(l) ( Φ ( S(Z) ε + θ,U(Z) ) , ε ∂ ∂Z Φ ( S(Z) ε + θ,U(Z) ) , . . . ) εlδ(l)(Z −X), we can write the convolution (2.33) in the form of action of the operator∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m ∑ l≥0 Πν i(l) ( Φ ( S(Z) ε + θ,U(Z) ) , ε ∂ ∂Z Φ ( S(Z) ε + θ,U(Z) ) , . . . ) εl dl dZ l (2.34) on the distributions δgi(θ, Z)/δϕj(θ′, Y )|K. Pairwise Poisson brackets of the functionals Jν(X), Jµ(Y ) have the form {Jν(X), Jµ(Y )} = ∑ k≥0 ∫ 2π 0 · · · ∫ 2π 0 Aνµk ( ϕ(θ, X), εϕX(θ, X), . . . ) dmθ (2π)m εkδ(k)(X − Y ), where Aνµ0 (ϕ, εϕX , . . . ) ≡ ε∂XQνµ(ϕ, εϕX , . . . ). (2.35) Substituting the functions ϕi(θ, X) in the form (2.28) it is easy to see that the Dubrovin– Novikov bracket is the main part (in ε) of the pairwise Poisson brackets {Jν(X), Jµ(Y )} on the submanifold K in the coordinates [U(Z)]. Whitham’s Method and Dubrovin–Novikov Bracket 21 The Poisson brackets of the fields ϕi(θ, X) with the functionals Jµ(Y ) can be written as {ϕi(θ, X), Jµ(Y )} = ∑ l≥0 εlCiµ(l) (ϕ(θ, X), εϕX(θ, X), . . . ) δ(l)(X − Y ) (2.36) with some smooth functions Ciµ(l)(ϕ, εϕX , . . . ). We also have in this case Ciµ(0) (ϕ(θ, X), εϕX(θ, X), . . . ) ≡ Siµ (ϕ(θ, X), εϕX(θ, X), . . . ) (2.37) by virtue of (2.23). For any function of the slow variable q(Y ) we can write{ ϕi(θ, X), ∫ q(Y )Jµ(Y )dY } = ∑ l≥0 εlCiµ(l) (ϕ(θ, X), εϕX(θ, X), . . . ) qlX . (2.38) The leading term in the expression (2.38) on K has the form{ ϕi(θ, X), ∫ q(Y )Jµ(Y )dY }∣∣∣∣ K[0] = Ciµ(0) ( Φ ( S(X) ε + θ, X ) , kβΦθβ ( S(X) ε + θ, X ) , . . . ) q(X) = q(X)Siµ ( Φ ( S(X) ε + θ, X ) , kβΦθβ ( S(X) ε + θ, X ) , . . . ) , where Siµ(ϕ,ϕx, . . . ) is the flow (2.23) generated by the functional Iµ. According to (2.24) we can write then{ ϕi(θ, X), ∫ q(Y )Jµ(Y )dY }∣∣∣∣ K = ωαµ(X)Φi θα ( S(X) ε + θ,U(X) ) q(X) +O(ε). (2.39) Similarly, for any smooth function Q(θ, X), 2π-periodic in each θα, we can write on the basis of (2.36)∫ 2π 0 · · · ∫ 2π 0 Q ( S(X) ε + θ, X ) { ϕi(θ, X), Jµ(Y ) }∣∣ K dmθ (2π)m = ωαµ(X) ∫ 2π 0 · · · ∫ 2π 0 Q(θ, X)Φi θα(θ,U(X)) dmθ (2π)m δ(X − Y ) +O(ε). (2.40) In view of relations (2.30), (2.31) for the functionals Jµ(Y ), Uµ(Y ) we can also write{ ϕi(θ, X), ∫ q(Y )Uµ(Y )dY }∣∣∣∣ K = ωαµ(X)Φi θα ( S(X) ε + θ,U(X) ) q(X) +O(ε), (2.41)∫ 2π 0 · · · ∫ 2π 0 Q ( S(X) ε + θ, X ) { ϕi(θ, X), Uµ(Y ) }∣∣ K dmθ (2π)m = ωαµ(X) ∫ 2π 0 · · · ∫ 2π 0 Q(θ, X)Φi θα(θ,U(X)) dmθ (2π)m δ(X − Y ) +O(ε). (2.42) In this case, by virtue of (2.25) we have{ ϕi(θ, X), ∫ q(Y )kα(U(Y ))dY }∣∣∣∣ K = O(ε), (2.43) 22 A.Ya. Maltsev∫ 2π 0 · · · ∫ 2π 0 Q ( S(X) ε + θ, X ) { ϕi(θ, X), kα(U(Y )) }∣∣ K dmθ (2π)m = O(ε) (2.44) for fixed values of coordinates [U(Z)]. Let us note here that since we consider the change of coordinates, which depends explicitly on ε, we shall assume now, that all relations are written in the coordinate system [U(X),g(θ, X)] near K. In particular, all the values on K will be functionals of U(X), represented usually in the form of graded expansions in ε with coefficients depending on U,UX ,UXX , . . . . Let us prove here some lemmas about the structure of Poisson brackets on the submanifold K which we will need in the further consideration. Lemma 2.3. Let the values Uν of the functionals Iν on a complete regular family Λ of m-phase solutions of (2.3) be functionally independent and give a complete set of parameters on Λ, ex- cluding the initial phases. Then for the Poisson brackets of the functionals kα(U(X)) and Jµ(Y ) on K we have the following relation{ kα(U(X)), Jµ(Y ) }∣∣ K = ε [ ωαµ(U(X))δ(X − Y ) ] X +O ( ε2 ) . (2.45) Proof. The conditions of Lemma 2.3 coincide with the conditions of Lemmas 2.1 and 2.2. Consider the Hamiltonian flow generated by the functional ∫ q(Y )Jµ(Y )dY according to the bracket (2.27) with a compactly supported function q(Y ) of the slow variable Y = εy. According to (2.38) we can write at the “points” of the submanifold K ϕit = q(X)ωβµ(U(X))Φi θβ ( S(X) ε + θ,U(X) ) + εηi[q] ( S(X) ε + θ, X ) +O ( ε2 ) (2.46) with some (2π-periodic in each θα) functions ηi[q](θ, X). Let us introduce the functionals kα(J(X)) = kα(J1(X), . . . , JN (X)) using the same func- tions kα(U). According to (2.30), (2.31) we can write{ kα(U(X)), Jµ(Y ) }∣∣ K = { kα(J(X)), Jµ(Y ) }∣∣ K +O ( ε2 ) . Consider the evolution of the functionals kα(J(X)) according to the flow generated by∫ q(Y )Jµ(Y )dY on the submanifold K. Using relations (2.46) we can write kαt (J(X)) = ∂kα ∂Uν (J(X)) Jνt (X) = ∂kα ∂Uν (J(X)) q(X)ωβµ(U(X)) × ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 Πν i(l) ( Φ ( S(X) ε + θ,U(X) ) , ε ∂ ∂X Φ ( S(X) ε + θ,U(X) ) , . . . ) × εl ∂ l ∂X l Φi θβ ( S(X) ε + θ,U(X) ) dmθ (2π)m + ε ∂kα ∂Uν (U(X)) ( q(X)ωβµ(U(X)) ) X × ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥1 lΠν i(l) (Φ (θ,U(X)) , kγΦθγ (θ,U(X)) , . . . ) × kα1(X) · · · kαl−1(X)Φi θβθα1 ···θαl−1 (θ,U(X)) dmθ (2π)m + ε ∂kα ∂Uν (U(X)) ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥0 Πν i(l) (Φ (θ,U(X)) , kγΦθγ (θ,U(X)) , . . . ) × kα1(X) · · · kαl(X)ηi[q]θα1 ···θαl (θ, X) dmθ (2π)m +O ( ε2 ) . Whitham’s Method and Dubrovin–Novikov Bracket 23 It’s not difficult to see that the first part of the above expression contains the integrals over θ of the expressions P ν θβ (θ, X) and is equal to zero. It is easy to see also after integration by parts that the third part of the above expression represents the value ε ∫ 2π 0 · · · ∫ 2π 0 ∂kα ∂Uν (U(X)) ζ (ν) i[U(X)](θ)ηi[q](θ, X) dmθ (2π)m and is equal to zero according to Lemma 2.1. Thus, we can write in the main order the expressions for the evolution of the functionals kα(J(X)) on the submanifold K in the form kαt (J(X)) = ε ( q(X)ωβµ(U(X)) ) X × ∂kα ∂Uν ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥1 lkβ1 · · · kβl−1Φi θβθβ1 ···θβl−1 Πν i(l) (Φ, kγΦθγ , . . . ) dmθ (2π)m +O ( ε2 ) . Using relations (2.13) we get then kαt (J(X)) = ε [q(X)ωαµ(U(X))]X +O ( ε2 ) , i.e. {kα(J(X)), Jµ(Y )}|K = εωαµ(U(X))δ′(X − Y ) + εωαµX δ(X − Y ) +O ( ε2 ) , which implies (2.45). � Easy to see that according to Lemma 2.3 and relations (2.30), (2.31) we can write also {kα(U(X)), Uµ(Y )}|K = ε [ωαµ(U(X))δ(X − Y )]X +O ( ε2 ) (2.47) on the submanifold K. Corollary 2.1. Under the conditions of Lemma 2.3, we have also{ kα(X), kβ(Y ) }∣∣ K = O ( ε2 ) (2.48) for the functionals k(U(X)). Indeed, by virtue of (2.25) we have { kα(X), kβ(Y ) }∣∣ K = { kα(X), Uµ(Y ) }∣∣ K ∂kβ ∂Uµ (U(Y )) = εωαµ(X)kβUµ(X)δ′(X − Y ) + εωαµ(X) ( kβUµ(X) ) X δ(X − Y ) + ε (ωαµ(X))X k β Uµ(X)δ(X − Y ) +O ( ε2 ) = O ( ε2 ) . Let us note now that in the proof of Lemma 2.3, we have not used the fact that the function- als Jµ(Y ) belong to our special set of functionals (2.29) and used only the fact that the flow generated by the functional Iµ leaves invariant the family Λ generating linear shifts of θα0 with constant frequencies ωαµ(U). We can therefore formulate here the following lemma. Lemma 2.3′. Let the values Uν of the functionals Iν on a complete regular family Λ of m-phase solutions of system (2.3) be functionally independent and give a complete set of parameters on Λ, excluding the initial phases. Let the flow generated by the functional Ĩ = ∫ P̃ (ϕ,ϕx, . . . )dx (2.49) leave invariant the family Λ generating a linear shift of θα0 with constant frequencies ω̃α(U). 24 A.Ya. Maltsev Consider the functionals J̃(X) = ∫ 2π 0 · · · ∫ 2π 0 P̃ ( ϕ, εϕX , ε 2ϕXX , . . . ) dmθ (2π)m . (2.50) Then for the Poisson brackets of the functionals kα(U(X)) and J̃(Y ) on K we have the relation{ kα(U(X)), J̃(Y ) }∣∣ K = ε [ω̃α(U(X))δ(X − Y )]X +O ( ε2 ) . Proof of Lemma 2.3′ completely repeats the proof of Lemma 2.3. Lemma 2.4. Let the values Uν of the functionals Iν on a complete regular family Λ of m-phase solutions of system (2.3) be functionally independent and give a complete set of parameters on Λ, excluding the initial phases. Then for the constraints gi(θ, X) imposed by (2.32) and smooth compactly supported function q(X) as well as smooth 2π-periodic in each θα function Q(θ, X) we have the following relations on the submanifold K{ gi(θ, X), ∫ q(Y )Jµ(Y )dY }∣∣∣∣ K = O(ε),[∫ 2π 0 · · · ∫ 2π 0 Q ( S(X) ε + θ, X ){ gi(θ, X), Jµ(Y ) } dmθ (2π)m ]∣∣∣∣ K = O(ε). (2.51) Proof. Indeed, by (2.39), (2.40), and Lemma 2.3 we have{ gi(θ, X), ∫ q(Y )Jµ(Y )dY }∣∣∣∣ K[0] = Φi θα ( S(X) ε + θ,U(X) ) ωαµ(X)q(X) − 1 2 Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z) (ωαµ(Z)q(Z))Z dZ ≡ 0,[∫ 2π 0 · · · ∫ 2π 0 Q ( S(X) ε + θ, X ){ gi(θ, X), Jµ(Y ) } dmθ (2π)m ]∣∣∣∣ K[0] = ωαµ(X) ∫ 2π 0 · · · ∫ 2π 0 Q(θ, X)Φi θα(θ,U(X)) dmθ (2π)m δ(X − Y ) − ∫ 2π 0 · · · ∫ 2π 0 Q(θ, X)Φi θα(θ,U(X)) dmθ (2π)m 1 2 sgn(X − Z) [ωαµ(Z)δ(Z − Y )]Z dZ ≡ 0. � Similarly to the previous case, we can formulate also the following lemma. Lemma 2.4′. Let the values Uν of the functionals Iν on a complete regular family Λ of m-phase solutions of system (2.3) be functionally independent and give a complete set of parameters on Λ, excluding the initial phases. Let the flow generated by the functional (2.49) leave invariant the family Λ generating a linear shift of θα0 with constant frequencies ω̃α(U). Then for the constraints gi(θ, X) and the functionals J̃(X) imposed by (2.50) we have the following relations on the submanifold K{ gi(θ, X), ∫ q(Y )J̃(Y )dY }∣∣∣∣ K = O(ε),[∫ 2π 0 · · · ∫ 2π 0 Q ( S(X) ε + θ, X ){ gi(θ, X), J̃(Y ) } dmθ (2π)m ]∣∣∣∣ K = O(ε). Let us consider now the Dirac restriction of the bracket (2.27) on the submanifold K. Whitham’s Method and Dubrovin–Novikov Bracket 25 For the Dirac restriction of the bracket (2.27) on the submanifold K we have to modify the functionals Uµ(Y ) by linear combinations of the constraints gi(θ, X) Ũµ(Y ) = Uµ(Y ) + ∫ +∞ −∞ ∫ 2π 0 · · · ∫ 2π 0 gi(θ, X)αµi ( S[U](X) ε + θ, [U], X, Y ) dmθ (2π)m dX, so that the flows generated by the functionals Ũµ(Y ) leave K invariant and then use the func- tionals Ũµ(Y ) to construct the Dirac bracket on K. Since the functionals Uµ(Y ) are defined with the aid of the functionals J(Z), technically it is more convenient to modify the functionals Jµ(Y ) J̃µ(Y ) = Jµ(Y ) + ∫ +∞ −∞ ∫ 2π 0 · · · ∫ 2π 0 gi(θ, X)βµi ( S[U[J]](X) ε + θ, [U[J]], X, Y ) dmθ (2π)m dX, so that the flows generated by the functionals J̃µ(Y ) leave K invariant and then put Ũµ(Y ) = J̃µ(Y ) + ∑ l≥1 εlŨµ(l)(Y ) just using the functionals J̃(Y ) instead of J(Y ) in (2.31). Both the approaches give, certainly, the same result for the Dirac restriction of the bracket (2.27) on K. The distributions βµi (S(X)/ε+ θ, X, Y ) must satisfy the relation∫ +∞ −∞ ∫ 2π 0 · · · ∫ 2π 0 { gi(θ, X), gj(θ′, Z) }∣∣ K β µ j ( S(Z) ε + θ′, Z, Y ) dmθ′ (2π)m dZ + { gi(θ, X), Jµ(Y ) }∣∣ K = 0 (2.52) on K and are defined at each “point” of K up to linear combinations of the distributions δJζ(W )/δϕi(θ, X) by virtue of the original dependence (2.33) of the constraints (2.32). To obtain a local Poisson bracket on K we are trying to find the functions βµi (θ, X, Y ) in the form βµi (θ, X, Y ) = ∑ l≥1 εlβµi(l)(θ, X, Y ), (2.53) where the functions βµi(l)(θ, X, Y ) represent the local distributions βµi(l)(θ, X, Y ) = l∑ p=0 βµi(l),p(θ, X) δ(p)(X − Y ) with the total grading l in ε, considering that the derivatives of the delta function δ(p)(X − Y ) have by definition the degree p. Thus, we assume that all the functions βµi(l),p(θ, X) on K are local functionals of (U(X),UX , . . . ) at every θ, polynomial in the derivatives (UX , . . . ) and having degree l − p under the previous definition. Such a structure of βµi (θ, X, Y ) is obviously equivalent to saying that the functionals J[q] = ∫ +∞ −∞ Jµ(Y )qµ(Y )dY can be modified by linear combinations of constraints (2.32) with the coefficients Bi[q](θ, X) = ∑ l≥1 εlBi[q](l)(θ, X) = ∑ l≥1 εl l∑ p=0 βµi(l),p(θ, X) dpqµ(X) dXp , 26 A.Ya. Maltsev so that the corresponding flows leave invariant the submanifold K. Under this scheme, the derivatives dpqµ/dX p of slowly varying functions qµ(X) also have grading p as the derivatives of the functionals U(X). The pairwise Poisson brackets of the constraints gi(θ, X), gj(θ′, Y ) on K can be written in the form {gi(θ, X), gj(θ′, Y )}|K = {ϕi(θ, X), ϕj(θ′, Y )}|K − {ϕi(θ, X), Uλ(Y )}|K Φj Uλ ( S(Y ) ε + θ′,U(Y ) ) − Φi Uν ( S(X) ε + θ,U(X) ) {Uν(X), ϕj(θ′, Y )}|K + Φi Uν ( S(X) ε + θ,U(X) ) {Uν(X), Uλ(Y )}|K Φj Uλ ( S(Y ) ε + θ′,U(Y ) ) − 1 2ε ∫ {ϕi(θ, X), kβ(W )}|K sgn(Y −W )dW Φj θ′β ( S(Y ) ε + θ′,U(Y ) ) − 1 2ε Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z){kα(Z), ϕj(θ′, Y )}|KdZ + 1 2ε Φi θα ( S(X) ε + θ,U(X) ) × ∫ sgn(X − Z){kα(Z), Uλ(Y )}|KdZ Φj Uλ ( S(Y ) ε + θ′,U(Y ) ) + 1 2ε Φi Uν ( S(X) ε + θ,U(X) ) × ∫ {Uν(X), kβ(W )}|K sgn(Y −W )dW Φj θ′β ( S(Y ) ε + θ′,U(Y ) ) + 1 4ε2 Φi θα ( S(X) ε + θ,U(X) ) (2.54) × ∫ sgn(X − Z){kα(Z), kβ(W )}|K sgn(Y −W )dZdW Φj θ′β ( S(Y ) ε + θ′,U(Y ) ) . For the purposes of this chapter, we need only “approximate” restriction of the bracket (2.27) on the submanifold K. Specifically, we will need to prove the existence of only the first term βµi(1)(θ, X, Y ) in the expansion (2.53) having the form βµi(1)(θ, X, Y ) = βµi(1),1(θ,U(X))δ′(X − Y ) + βµi(1),0λ(θ,U(X))UλXδ(X − Y ), (2.55) which is equivalent to the approximation Bi[q](1)(θ, X) = βµi(1),1(θ,U(X))qµX(X) + βµi(1),0λ(θ,U(X))UλXqµ(X) (2.56) for the functions Bi[q](θ, X). To find it we need only the leading term of the convolution of the Poisson brackets of con- straints on K with Bj[q](1)(S(Y )/ε+θ′, Y ) and the first (in ε) non-vanishing term of the brackets of constraints and the functional J[q]. Note that according to the relations (2.43), (2.44), (2.47), and (2.48) all the terms of the bracket (2.54) behave as the values of the order of at most O(1) for ε → 0 in the convolution with Bj[q](1)(S(Y )/ε+ θ′, Y ). We impose additional conditions∫ 2π 0 · · · ∫ 2π 0 Φj θα(θ,U(X))βµj(1)(θ, X, Y ) dmθ (2π)m ≡ 0, α = 1, . . . ,m, (2.57) Whitham’s Method and Dubrovin–Novikov Bracket 27 or equivalently∫ 2π 0 · · · ∫ 2π 0 Φj θα(θ,U(X))Bj[q](1)(θ, X) dmθ (2π)m ≡ 0, α = 1, . . . ,m, (2.58) to be confirmed aposteriori for the functions βµj(1)(θ, X, Y ) and Bj[q](1)(θ, X). The Poisson brackets of constraints (2.54) on K can then be reduced to the form {gi(θ, X), gj(θ′, Y )}|K → {gi(θ, X), gj(θ′, Y )}|eff K = {ϕi(θ, X), ϕj(θ′, Y )}|K − {ϕi(θ, X), Uλ(Y )}|K Φj Uλ ( S(Y ) ε + θ′,U(Y ) ) − Φi Uν ( S(X) ε + θ,U(X) ) {Uν(X), ϕj(θ′, Y )}|K + Φi Uν ( S(X) ε + θ,U(X) ) {Uν(X), Uλ(Y )}|K Φj Uλ ( S(Y ) ε + θ′,U(Y ) ) − 1 2ε Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z){kα(Z), ϕj(θ′, Y )}|KdZ + 1 2ε Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z){kα(Z), Uλ(Y )}|KdZ × Φj Uλ ( S(Y ) ε + θ′,U(Y ) ) (2.59) in finding Bi[q](1)(θ, X). To find the leading term of the convolution of the Poisson brackets of constraints on K and Bj[q](1)(S(Y )/ε+θ′, Y ) we can simplify further the relation (2.59). Namely, taking into account relations (2.41), (2.47) we can omit in the leading order the second and the last terms of (2.59) in the convolution with Bj[q](1)(S(Y )/ε+θ′, Y ). By (2.42) and (2.58), we can omit in the leading order also the third term of (2.59) in the convolution with Bj[q](1)(S(Y )/ε+ θ′, Y ). The fourth term of (2.59), obviously, is of the order O(ε) and also can be omitted in the leading order. As a result, the principal term of the convolution of (2.54) with the functions εBj[q](1)(S(Y )/ε+ θ′, Y ) can be written in the form[∫ {gi(θ, X), gj(θ′, Y )}|KεBj[q](1) ( S(Y ) ε + θ′, Y ) dmθ′ (2π)m dY ] [1] ≡ ∑ s≥0 Bij (s) ( Φ ( S(X) ε + θ,U(X) ) , kγ(X)Φθγ ( S(X) ε + θ,U(X) ) , . . . ) × kα1(X) · · · kαs(X)Bj[q](1)θα1 ···θαs ( S(X) ε + θ, X ) − 1 2 Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z) × [∫ { kα(Z), ϕj(θ′, Y ) } |KεBj[q](1) ( S(Y ) ε + θ′, Y ) dmθ′ (2π)m dY ] [2] dZ. (2.60) Let us remind here that the indexes [1], [2] mean as before the terms of the corresponding graded expansion on K having degree 1 and 2 respectively. We have also {gi(θ, X), J[q]}|K[1] = {ϕi(θ, X), J[q]}|K[1] − Φi Uν ( S(X) ε + θ,U(X) ) {Uν(X), J[q]}|K[1] 28 A.Ya. Maltsev − 1 2 Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z){kα(Z), J[q]}|K[2]dZ. (2.61) Let us prove here the following lemma which allows to investigate the further construction of the functions Bi[q](1)(θ, X). Lemma 2.5. Let the functions Bi[q](1)(θ, X) satisfy the conditions (2.58), i.e.∫ 2π 0 · · · ∫ 2π 0 Φj θα(θ,U(X))Bj[q](1)(θ, X) dmθ (2π)m ≡ 0 and the relation B̂ij [0](X)Bj[q](1)(θ, X) +Ai[1][q](θ, X) = 0, (2.62) where B̂ij [0](X) (2.63) = ∑ s≥0 Bij (s) (Φ(θ,U(X)), kα(X)Φθα(θ,U(X)), . . . ) kα1(X) · · · kαs(X) ∂s ∂θα1 · · · ∂θαs , Ai[1][q] ( S(X) ε + θ, X ) (2.64) = {ϕi(θ, X), J[q]}|K[1] − Φi Uν ( S(X) ε + θ,U(X) ) {Uν(X), J[q]}|K[1]. Then the functions Bi[q](1)(θ, X) satisfy the relation[∫ {gi(θ, X), gj(θ′, Z)}|K εBj[q](1) ( S(Z) ε + θ′, Z ) dmθ′ (2π)m dZ ] [1] + {gi(θ, X), J[q]}|K[1] = 0. (2.65) Proof. The fulfillment of condition (2.58) allows to reduce the expression∫ {gi(θ, X), gj(θ′, Z)}|K εBj[q](1) ( S(Z) ε + θ′, Z ) dmθ′ (2π)m dZ according to formula (2.60) up to the terms O(ε2). From (2.62) we can get then∫ {gi(θ, X), gj(θ′, Z)}|K εBj[q](1) ( S(Z) ε + θ′, Z ) dmθ′ (2π)m dZ + {gi(θ, X), J[q]}|K = − ε 2 Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z) × [∫ {kα(Z), ϕj(θ′,W )}|K εBj[q](1) ( S(W ) ε + θ′,W ) dmθ′ (2π)m dW ] [2] dZ − ε 2 Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z){kα(Z), J[q]}|K[2]dZ +O ( ε2 ) . (2.66) The proof of the Lemma follows then from the orthogonality conditions of the left-hand part of (2.66) to the variational derivatives δkβ(J(X ′)) δϕi(θ, X) ∣∣∣∣ K = ∂kβ ∂Uλ (J(X ′)) δJλ(X ′) δϕi(θ, X) ∣∣∣∣ K , β = 1, . . . ,m (2.67) Whitham’s Method and Dubrovin–Novikov Bracket 29 according to (2.33) in the order ε2 on K. Here we use the functions kβ(U) to define the functionals kβ(J(X ′)). Let us remind also that the functionals U(X) and J(X) are connected by the transformations (2.30) and (2.31). Indeed, the right-hand part of (2.66) has the form ε 2 Φi θα ( S(X) ε + θ,U(X) )∫ sgn(X − Z)Qα[q](Z)dZ +O ( ε2 ) (2.68) with some functions Qα[q](Z). The convolution with the quantities (2.67) can be represented as the action of the operator∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m ∂kβ ∂Uλ ( J(X ′) ) (2.69) × ∑ l≥0 Πλ i(l) ( Φ ( S(X ′) ε + θ,U(X ′) ) , ε ∂ ∂X ′ Φ ( S(X ′) ε + θ,U(X ′) ) , . . . ) εl dl dX ′l on the functions of S(X ′)/ε+ θ and X ′. Expanding the action of the operator (2.69) in powers of ε we can write it’s main part in the form ∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m ∂kβ ∂Uλ ( U(X ′) ) × ∑ l≥0 Πλ i(l) (Φ(. . . ), kαΦθα(. . . ), . . . ) kα1(X ′) · · · kαl(X ′) ∂l ∂θα1 · · · ∂θαl . We can see then after the integration by parts that the main part of the operator (2.69) reduces to the convolution (w.r.t. θ) with the vectors ∂kβ ∂Uλ ( U(X ′) ) ζ (λ) i[U(X′)] ( S(X ′) ε + θ ) , which are identically equal to zero according to Lemma 2.1. We can conclude, therefore, that terms of the order of O(ε2) in the right-hand part of (2.66) do not play any role in the convolution with the values (2.67) in the order ε2. Let us consider now the action of the operator (2.69) on the terms of the order of ε in the expression (2.68). We can see that the terms in which the operators ds/dX ′s apply only to the functions Φθα(S(X ′)/ε+ θ,U(X ′)) yield the quantity ε 2 ∂kβ ∂Uλ ( J(X ′) ) ∫ 2π 0 · · · ∫ 2π 0 ∂ ∂θα P λ(ϕ, εϕX′ , . . . ) ∣∣∣ K dmθ (2π)m ∫ sgn(X ′ − Z)Qα[q](Z)dZ identically equal to zero. The terms of the order of ε2 occur at the same time with a single differentiation of the function sgn(X ′−Z) and application of the remaining derivations ∂/∂X ′ to Φθα(S(X ′)/ε+θ,U(X ′)) in the leading order. In the required approximation the functionals J(X) should be also replaced by U(X) in the argument of ∂kβ/∂Uλ. The corresponding values are then equal to ε2 ∂kβ ∂Uλ ( U(X ′) ) × ∫ 2π 0 · · · ∫ 2π 0 ∑ l≥1 Πλ i(l) (Φ, kγΦθγ , . . . ) lk α1 · · · kαl−1Φi θα1 ···θαl−1θα dmθ (2π)m Qα[q](X ′). 30 A.Ya. Maltsev Using again the relations (2.13), we obtain that the orthogonality of the right-hand part of (2.66) to the values (2.67) in the order ε2 is equivalent to the relations Qβ[q](X ′) ≡ 0. Given that the main part of (2.68) represents the difference between the left-hand sides of (2.65) and (2.62) we obtain the assertion of the lemma. � For a regular Hamiltonian family Λ and a complete Hamiltonian set of integrals (I1, . . . , IN ) we can also prove the following lemma. Lemma 2.6. Let the functions Bj[q](1)(θ, X) satisfy conditions (2.62). Then the functions Bj[q](1)(θ, X) automatically satisfy (2.58). Proof. We first prove the following statement. The values ζ (ν) i[U(X)](θ) are orthogonal (for any X) to the values Ai[1][q](θ, X), i.e.∫ 2π 0 · · · ∫ 2π 0 ζ (ν) i[U(X)](θ)Ai[1][q](θ, X) dmθ (2π)m ≡ 0. (2.70) Indeed, as we know, the values {gi(θ, X), J[q]}|K identically vanish under action of the op- erator (2.34) (with the replacement of Z to X). In the leading order (∼ ε) it’s action is given by the convolution w.r.t. θ of the values {gi(θ, X), J[q]}|K[1], imposed by (2.61), with the values ζ (ν) i[U(X)](S(X)/ε + θ). We know also that the values ζ (ν) i[U(X)](S(X)/ε + θ) are automatically orthogonal to the functions Φi θα(S(X)/ε+ θ,U(X)), so we get the relation (2.70). Thus, the implementation of (2.62) implies the conditions∫ 2π 0 · · · ∫ 2π 0 ζ (ν) i[U(X)](θ)B̂ij [0](X)Bj[q](1)(θ, X) dmθ (2π)m = 0, which is equivalent to ωαν(U(X)) ∫ 2π 0 · · · ∫ 2π 0 Φj θα(θ,U(X))Bj[q](1)(θ, X) dmθ (2π)m = 0 view the skew-symmetry of B̂ij [0](X). From condition (2) of the definition of a complete Hamiltonian family of commuting func- tionals we immediately obtain now conditions (2.58). � It is not difficult to see that from the relation (2.70) follow also the conditions∫ 2π 0 · · · ∫ 2π 0 κ (q) i[U(X)](θ)Ai[1][q](θ, X) dmθ (2π)m ≡ 0 (2.71) by Proposition 2.1. We come, therefore, to investigation of system (2.62) to construct an “approximate” restric- tion of the Poisson bracket (2.27) on the submanifold K. In the remaining part of the article the investigation of system (2.62) will play the basic role for the justification of the main results. In what follows we consider separately the single-phase (m = 1) and the multiphase (m ≥ 2) cases. The following lemma can be formulated for the single-phase case m = 1. Lemma 2.7. Let Λ be a regular Hamiltonian family of single-phase solutions of (2.3) and (I1, . . . , IN ) be a complete Hamiltonian set of the first integrals of the form (2.18). Then the functions Bj[q](1)(θ, X) can be found from system (2.62) and can be written in the form (2.56) with smooth dependence on parameters U(X). Whitham’s Method and Dubrovin–Novikov Bracket 31 Proof. System (2.62) in the single-phase case is a system of ordinary differential equations in θ with skew-symmetric operator B̂ij [0](X). It is easy to see also that the right-hand side of system (2.62) has the form ξiµ (θ,U(X)) qµ,X(X) + ηiµλ (θ,U(X))UλXqµ(X) with periodic in θ functions ξiµ(θ,U(X)), ηiµλ (θ,U(X)). The orthogonality conditions (2.71) imply the orthogonality of both the sets of functions ξiµ(θ,U(X)) and ηiµλ (θ,U(X)) to the functions κ (q) i[U(X)](θ), such that system (2.62) can be split into independent inhomogeneous systems B̂ij [0](X)βµj(1),1 (θ,U(X)) = ξiµ (θ,U(X)) , (2.72) B̂ij [0](X)βµj(1),0λ (θ,U(X)) = ηiµλ (θ,U(X)) (2.73) defining functions (2.55). Both the systems (2.72), (2.73) are systems of ordinary linear differential equations with periodic coefficients and the skew-symmetric operator B̂ij [0](X). The zero modes of the opera- tor B̂ij [0](X) are given by the variational derivatives of annihilators of the bracket (2.16) rep- resented as functions of θ on the manifold of single-phase solutions and are orthogonal to the right-hand parts of (2.72) and (2.73) according to (2.26) and (2.71). Eigenfunctions of B̂ij [0](X) form a basis in the space of 2π-periodic functions ϕ(θ). Besides that, the nonzero eigenvalues of B̂ij [0](X) are separated from zero in this case. Thus, the 2π-periodic functions βµj(1),1(θ,U(X)), βµj(1),0λ(θ,U(X)) can be found from systems (2.72), (2.73) up to the variational derivatives of the annihilators of the bracket (2.16). If we impose additional conditions of orthogonality of βµj(1)(θ,X, Y ) to the variational derivatives of the annihilators of the bracket (2.16) on the manifold of single-phase solutions we can suggest a unique procedure of construction of the functions βµj(1)(θ,X, Y ). The functions βµj(1)(θ,X, Y ) satisfy (2.52) in the order of O(ε) and conditions (2.57) and smoothly depend on the parameters U(X), which implies the required properties for the functions Bj[q](1)(θ,X). � Let us formulate now the theorem that gives the justification of the Dubrovin–Novikov pro- cedure for a regular Hamiltonian family of single-phase solutions of system (2.3). Theorem 2.1. Let Λ be a regular Hamiltonian family of single-phase solutions of system (2.3). Let (I1, . . . , IN ) be a complete Hamiltonian set of commuting first integrals of system (2.3) on Λ having the form (2.18). Then the Dubrovin–Novikov procedure gives a Poisson bracket of hydrodynamic type on the space of parameters {Uν(X), ν = 1, . . . , N}, where Uν ≡ 〈P ν〉. Proof. The antisymmetry of the Dubrovin–Novikov bracket follows immediately from the an- tisymmetry of the original bracket. Let us prove the existence of the Jacobi identity under the conditions of the theorem. Consider the Poisson bracket (2.27) and the functionals J̃ν(1)(X) = Jν(X) + ε ∫∫ 2π 0 gj(θ, Z)βνj(1) ( S(Z) ε + θ, Z,X ) dθ 2π dZ in the neighborhood of the submanifold K. (Note that the functions βνj(1) depending on the values U(X) on K, can be considered as functionals in the neighborhood of K by the definition of the functionals U(X)). The pairwise brackets of the functionals J̃ν(1)(X), J̃µ(1)(Y ) can be written as{ J̃ν(1)(X), J̃µ(1)(Y ) } = { Jν(X), Jµ(Y ) } 32 A.Ya. Maltsev + ε ∫∫ 2π 0 { βνi(1) ( S(Z) ε + θ, Z,X ) gi(θ, Z), Jµ(Y ) } dθ 2π dZ + ε ∫∫ 2π 0 { Jν(X), gj(θ,W )βµj(1) ( S(W ) ε + θ,W, Y )} dθ 2π dW (2.74) + ε2 ∫ { βνi(1) ( S(Z) ε + θ, Z,X ) gi(θ, Z), gj(θ′,W )βµj(1) ( S(W ) ε + θ′,W, Y )} dθ 2π dθ′ 2π dZdW. We note here that despite the presence of non-local terms in the brackets of constraints {gi(θ, Z), gj(θ′,W )}, and {Jν(X), gj(θ,W )}, {gi(θ, Z), Jµ(Y )}, the bracket of the functionals {J̃ν(1)(X), J̃µ(1)(Y )} on K has a purely local form because of the conditions (2.57). We can also see here that expression (2.74) is a regular at ε→ 0 distribution after the restriction on K. From the form of the constraints and condition (2.57) it is easy to obtain that the pairwise Poisson brackets of the functionals J̃ν(1)(X), J̃µ(1)(Y ) on K can be written as { J̃ν(1)(X), J̃µ(1)(Y ) }∣∣ K = ∑ l≥1 εl l∑ q=0 aνµ[l−q](U,UX , . . . )δ (q)(X − Y ), (2.75) where aνµ[l−q] are some functions of U,UX , . . . , polynomial in the derivatives and having deg- ree l − q. By virtue of relations (2.51) we can state also that the leading term in ε in the expression (2.75) is still the same Dubrovin–Novikov bracket on K, since the corrections given by the last three terms of (2.74) are of the order of O(ε2) on K. We thus have { J̃ν(1)(X), J̃µ(1)(Y ) }∣∣ K = ε {Uν(X), Uµ(Y )}DN + ∑ l≥2 εl l∑ q=0 aνµ[l−q](U,UX , . . . )δ (q)(X − Y ), where {Uν(X), Uµ(Y )}DN = 〈Aνµ1 〉 (U(X)) δ′(X − Y ) + ∂〈Qνµ〉 ∂Uγ UγXδ(X − Y ) is the Dubrovin–Novikov bracket on the space of fields U(X). Thus, we can write δ δUγ(W ) { J̃ν(1)(X), J̃µ(1)(Y ) }∣∣ K = ε δ {Uν(X), Uµ(Y )}DN δUγ(W ) + δ δUγ(W ) ∑ l≥2 εl l∑ q=0 aνµ[l−q](U,UX , . . . )δ (q)(X − Y ) (2.76) on the submanifold K. For further discussion it is convenient to introduce “regularized” functionals. Namely, for any smooth compactly supported vector-valued function q(X) = (q1(X), . . . , qN (X)) we introduce the functionals J[q] = ∫ qν(X)Jν(X)dX, J̃(1)[q] = ∫ qν(X)J̃ν(1)(X)dX, U[q] = ∫ qν(X)Uν(X)dX. We can write then{ J̃(1)[q], J̃(1)[p] } = { J[q], J[p] } + ε ∫ +∞ −∞ ∫ 2π 0 { Bi[q](1) ( S(Z) ε + θ, Z ) gi(θ, Z), J[p] } dθ 2π dZ + ε ∫ +∞ −∞ ∫ 2π 0 { J[q], g j(θ,W )Bj[p](1) ( S(W ) ε + θ,W )} dθ 2π dW (2.77) Whitham’s Method and Dubrovin–Novikov Bracket 33 + ε2 ∫ { Bi[q](1) ( S(Z) ε + θ, Z ) gi(θ, Z), gj(θ′,W )Bj[p](1) ( S(W ) ε + θ′,W )} dθ 2π dθ′ 2π dZdW. We can see again that the last three terms of (2.77) give corrections of the order of ε2 on the submanifold K. For the expansion of the brackets (2.77) in the neighborhood of the submanifold K it is convenient to use the expressions ϕi(θ,X) = gi(θ,X) + Φi ( S(X) ε + θ,U(X) ) (2.78) making it possible to easily expand any functionals of ϕ(θ,X) with respect to the values of g. For example, using the expression (2.20), we can write for the brackets {J[q], J[p]} in the neigh- borhood of K{ J[q], J[p] } = { J[q], J[p] }∣∣ K + ∫∫ 2π 0 ∑ s≥0 [ δ δϕj(θ,W ) ∫∫ 2π 0 εsAνµs ( ϕ(θ′, X), εϕX(θ′, X), . . . ) qν(X)pµ,sX(X) dθ′ 2π dX ]∣∣∣∣ K × gj(θ,W ) dθ 2π dW +O ( g2 ) , where the values {J[q], J[p]}|K as well as all the other values on K are calculated on the functions ϕ̃i(θ,W ) ∈ K corresponding to the same values of the functionals [U(Z)] as the original functions ϕi(θ,W ). We can see that the first term of the expansion of {J[q], J[p]} near K also has the order O(ε) as well as the values {J[q], J[p]} on K view the condition (2.35). Considering relations (2.36), we can write a similar representation for the remaining terms of the expression (2.77). We can see that the last term of the right-hand side of (2.77) has the order O(ε2) in the whole space which gives the same order in ε for the terms of its expansion after the substitution of (2.78). By Lemma 2.4, the second and the third terms of (2.77) are of the order O(ε2) on the submanifold K. However, this can not be said about the next terms of the expansion of these brackets in the values of g. To find the values of these terms near K we write e.g.∫∫ 2π 0 Bi[q](1) ( S(Z) ε + θ, Z ) gi(θ, Z) dθ 2π dZ = ∫∫ 2π 0 Bi[q](1) ( S(Z) ε + θ, Z ) ϕi(θ, Z) dθ 2π dZ − ∫∫ 2π 0 Bi[q](1)(θ, Z)Φi(θ,U(Z)) dθ 2π dZ. After rather simple calculations it’s not difficult to get then for the second term of (2.77) near K∫∫ 2π 0 { Bi[q](1) ( S(Z) ε + θ, Z ) gi(θ, Z), J[p] } dθ 2π dZ = ∫∫ 2π 0 { Bi[q](1) ( S(Z) ε + θ, Z ) gi(θ, Z), J[p] }∣∣∣∣ K dθ 2π dZ + ∫ [∫ Bi[q](1) ( S(Z) ε + θ, Z ) δCiµ(0)(ϕ(θ, Z), εϕZ(θ, Z), . . . ) δϕj(θ′,W ) ∣∣∣∣∣ K pµ(Z) dθ 2π dZ +O(ε) ] × gj(θ′,W ) dθ′ 2π dW 34 A.Ya. Maltsev + ∫ [∫ Bi[q](1)θ ( S(Z) ε + θ, Z ) 1 2ε sgn(Z −W ) { k(W ), J[p] }∣∣ K dW +O(ε) ] × gi(θ, Z) dθ 2π dZ +O ( g2 ) = ∫∫ 2π 0 { Bi[q](1) ( S(Z) ε + θ, Z ) gi(θ, Z), J[p] }∣∣∣∣ K dθ 2π dZ + ∫ [∫ Bj[q](1) ( S(Z) ε + θ′, Z ) δSjµ(ϕ(θ′, Z), εϕZ(θ′, Z), . . . ) δϕi(θ,W ) ∣∣∣∣ K pµ(Z) dθ′ 2π dZ +O(ε) ] × gi(θ,W ) dθ 2π dW + ∫ [∫ Bi[q](1)θ ( S(Z) ε + θ, Z ) ωµ(Z)pµ(Z) +O(ε) ] gi(θ, Z) dθ 2π dZ +O ( g2 ) . In general, considering the expansion of the brackets (2.77) in the neighborhood of K, we can write the relations{ J̃(1)[q], J̃(1)[p] } = { J̃(1)[q], J̃(1)[p] }∣∣ K + ε ∫∫ 2π 0 T̃i[q,p] ( S(W ) ε + θ,W, ε ) gi(θ,W ) dθ 2π dW +O ( g2 ) (2.79) with some regular at ε→ 0, 2π-periodic in θ, functions T̃i[q,p](θ,W, ε). Now for the bracket (2.27) we consider at the “points” of K the Jacobi identity of the form{{ J̃(1)[q], J̃(1)[p] } , J̃(1)[r] } + c.p. ≡ 0 (2.80) with some smooth compactly supported q(X), p(X), r(X). We have on K the relations{ gi(θ,W ), J̃(1)[r] }∣∣ K = O ( ε2 ) for the bracket of the functionals gi(θ,W ) and J̃(1)[r]. It’s not difficult to get also{ Uγ(W ), J̃(1)[r] }∣∣ K = { Jγ(W ), J̃(1)[r] }∣∣ K +O ( ε2 ) = { Jγ(W ), J[r] }∣∣ K +O ( ε2 ) = ε { Uγ(W ), U[r] } DN +O ( ε2 ) . Now using relations (2.76) and expansion (2.79), we can see that the Jacobi identities (2.80) on K coincide in the leading order in ε (ε2) with the similar Jacobi identities for the Dubrovin– Novikov bracket∫ δ{U[q], U[p]}DN δUγ(W ) {Uγ(W ), U[r]}DN dW + c.p. ≡ 0 on the space of fields U(X). � Let us formulate here also the Theorems justifying the invariance of the Dubrovin–Novikov procedure and the Hamiltonian properties of the Whitham system (2.10) with respect to the averaged bracket in the single-phase case. Theorem 2.2. Let Λ be a regular Hamiltonian family of single-phase solutions of (2.3). Let (I1, . . . , IN ) and (I ′1, . . . , I ′N ) be two different complete Hamiltonian sets of commuting first integrals of (2.3) having the form (2.18). Then the Dubrovin–Novikov brackets obtained using the sets (I1, . . . , IN ) and (I ′1, . . . , I ′N ) coincide with each other. Whitham’s Method and Dubrovin–Novikov Bracket 35 Theorem 2.3. Let Λ be a regular Hamiltonian family of single-phase solutions of (2.3). Let (I1, . . . , IN ) be a complete Hamiltonian set of commuting first integrals of (2.3) having the form (2.18) and H be the Hamiltonian function for the system (2.3) having the form (2.17). Then the Whitham system (2.10) is Hamiltonian with respect to the corresponding Dubrovin– Novikov bracket (2.21) with the Hamiltonian function (2.22) Hav = ∫ +∞ −∞ 〈PH〉 (U(X)) dX. Proofs of Theorems 2.2 and 2.3 are identical for the single-phase and the multiphase cases, so we prove them in general m-phase case in the next chapter. 3 Dubrovin–Novikov bracket and the multiphase case We turn now to the general multiphase situation. We note that the difference with the single- phase case occur only in Theorem 2.1, since finding the functions Bj[q](1)(θ, X) here is a more complicated problem. Let us return to the system (2.62), i.e. B̂ij [0](X)Bj[q](1)(θ, X) +Ai[1][q](θ, X) = 0, (3.1) where the operator B̂ij [0](X) and the functions Ai[1][q](θ, X) are given by (2.63) and (2.64) respec- tively. It is easy to see that the operator B̂ij [0](X) is a differential operator on the torus, which acts along a constant direction kα∂/∂θα. The corresponding vector field generates one-dimensional trajectories which are everywhere dense in the torus Tm for generic vectors k(X). For special values of k(X) the closures of the trajectories may be lower-dimensional tori, in particular, the closed one-dimensional trajectories in Tm. Note that the operator B̂ij [0](X) ≡ B̂ij [0](U(X)) is exactly the Hamiltonian operator for the bracket (2.16) on the manifold of m-phase solutions Λ. The operator B̂ij [0](U) has in general finite number of “regular” eigenvectors with zero eigen- values defined for all values of the parameters U and smoothly depending on the parameters. However, for special values of U the set of eigenvectors with zero eigenvalues is infinite and determined by the dimension of closures of the straight-line trajectories in Tm, defined by the vector k(U).3 Let us define in the space of the parameters U the set M, such that for all U ∈M the tra- jectories of the vector field (k1(U), . . . , km(U)) are everywhere dense in Tm. From the condition rank ||∂kα/∂Uν || = m it follows that the set M is everywhere dense in the parameter space U and, moreover, has the full measure. 3For some special brackets (2.16) the differential part can be absent in the operator B̂ij[0](U). The opera- tor B̂ij[0](U) reduces then to an ultralocal operator acting independently at every point of Tm. As a rule, the matrix Bij[0](U) is non-degenerate in this case. For example, for the ultralocal Poisson bracket {ψ(x), ψ̄(y)} = iδ(x− y) for the NLS equation iψt = ψxx + ν|ψ|2ψ we have exactly this situation. Easy to see that system (3.1) represents a simple algebraic system in this case and is trivially solvable. The multiphase situation is not different here from the single-phase one, so all the arguments of the previous chapter can be used also for the multiphase case. However, for arbitrary brackets (2.16) the operators B̂ij[0](U) have more general form described above. 36 A.Ya. Maltsev In the study of the solubility of (3.1) we must first require the orthogonality of the functions Ai[1][q](θ, X) to the “regular” eigenvectors of B̂ij [0](X) with zero eigenvalues. Let us prove here the following lemma. Lemma 3.1. Let Λ be a regular Hamiltonian family of m-phase solutions of (2.3) and (I1, . . . , IN ) be a complete Hamiltonian set of commuting first integrals of (2.3) having the form (2.18). Let for U ∈M v (l) [U](θ) = ( v (l) 1[U](θ), . . . , v (l) n[U](θ) ) , l = 1, . . . , s be the complete set of linearly independent eigenvectors of the operator B̂ij [0](U) on the torus with zero eigenvalues, smoothly depending on θ. Then 1) the number of the vectors v (l) [U](θ) is equal to the number of annihilators of the bracket (2.16) on the submanifold of m-phase solutions of (2.3); 2) the functions Ai[1][q](θ, X) are orthogonal to all the vectors v (l) [U(X)](θ), i.e.∫ 2π 0 · · · ∫ 2π 0 v (l) i[U(X)](θ)Ai[1][q](θ, X) dmθ (2π)m ≡ 0. Proof. Consider the values of v (l) [U](θ) on any of the trajectories of the vector field kα∂/∂θα on the torus Tm. According to the definition of regular Hamiltonian family of m-phase solutions of (2.3) the corresponding functions v (l) i[U](kx+θ0) should be the variational derivatives of some linear combination of annihilators of the bracket (2.16). We have then for a fixed value of θ0 v (l) i[U](kx+ θ0) = ∑ p αlp(U,θ0) δNp δϕi(x) ∣∣∣∣ ϕ=Φ(kx+θ0,U) . From relation (2.26) we have then v (l) i[U](k(U)x+ θ0) = ∑ p,q αlp(U,θ0)npq(U)κ (q) i[U] (k(U)x+ θ0) . (3.2) By definition, for U ∈M the trajectories of the field kα∂/∂θα are everywhere dense in Tm. Since both the left- and the right-hand parts of (3.2) are smooth functions on Tm, we get then that they coincide on Tm. We can put then αlp(U,θ0) = αlp(U) and write v (l) i[U](θ) ≡ ∑ p,q αlp(U)npq(U)κ (q) i[U] (θ) . (3.3) It is easy to see also that any linear combination of the form (3.3) gives a regular eigenvector of the operator B̂ij [0](U(X)) with zero eigenvalue. Statement (2) follows then from relation (2.71) in view of representation (3.3). � However, despite the presence of Lemma 3.1, study of system (3.1) is much more complicated in the multiphase case if compared with the single-phase case. Thus, the presence of “resonances” for some values of the parameters U(X) may lead to insolubility of (3.1) in the space of periodic (in all θα) functions. The set of the “resonance” values of U, as a rule, has measure zero. Nevertheless, the possibility of resonant parameters do not allow to transfer directly the methods of the previous chapter to the multiphase case. The following theorem shows, however, that the procedure of the bracket averaging is in fact insensitive to the appearance of the resonant values of U and can be used in most multiphase cases, as well as in the single-phase case. Whitham’s Method and Dubrovin–Novikov Bracket 37 Theorem 3.1. Let the system (2.3) be a local Hamiltonian system generated by the func- tional (2.17) in the local field-theoretic Hamiltonian structure (2.16). Let Λ be a regular Hamil- tonian family of m-phase solutions of (2.3) and (I1, . . . , IN ) be a complete Hamiltonian set of commuting integrals (2.18) for this family. Let the parameter space U of the family Λ have a dense set S ⊂M on which the system (3.1), or, equivalently, the multiphase system (2.72), (2.73) is solvable in the space of smooth 2π- periodic in each θα functions. Then the Dubrovin–Novikov bracket, obtained with the aid of the functionals (I1, . . . , IN ), satisfies the Jacobi identity. Proof. As before, for a smooth compactly supported vector-valued function q(X) = (q1(X), . . . , qN (X)) we define the functional J[q] = ∫ +∞ −∞ Jν(X)qν(X)dX. Then, for arbitrary smooth, compactly supported in X and 2π-periodic in each θα functions Q̃(θ, X) = (Q̃1(θ, X), . . . , Q̃n(θ, X)) we define the functionals Qi(θ, X) = Q̃i(θ, X) − Φi θβ (θ,U(X))Mβγ(U(X)) ∫ 2π 0 · · · ∫ 2π 0 Q̃j(θ ′, X)Φj θ′γ (θ′,U(X)) dmθ′ (2π)m , where the matrix Mβγ(U) is the inverse of the matrix∫ 2π 0 · · · ∫ 2π 0 n∑ i=1 Φi θβ (θ,U)Φi θγ (θ,U) dmθ (2π)m , which is always defined according to the definition of a complete regular family of m-phase solutions of system (2.3). By definition, the functions Qi(θ, X) are local functionals of U(X) Qi(θ, X) ≡ Qi(θ, X,U(X)) depending also on the arbitrary fixed functions Q̃(θ, X). Everywhere below we will assume that Q(θ, X) is a functional of this type defined with some function Q̃(θ, X). Easy to see that the values of Qi(θ, X) with arbitrary Q̃(θ, X) represent for fixed values of the functionals U(Z) all possible smooth, compactly supported in X and 2π-periodic in each θα functions with the only restriction∫ 2π 0 · · · ∫ 2π 0 Qi(θ, X)Φi θα(θ,U(X)) dmθ (2π)m = 0, ∀X,α = 1, . . . ,m. (3.4) For the functionals Qi(θ, X) we define the functionals g[Q] = ∫ +∞ −∞ ∫ 2π 0 · · · ∫ 2π 0 gi(θ, X)Qi ( S(X) ε + θ, X ) dmθ (2π)m dX. Now, for fixed functions q(X), p(X), and functional Q(θ, X) consider the Jacobi identity of the form{ g[Q], { J[q], J[p] }} + { J[p], { g[Q], J[q] }} + { J[q], { J[p], g[Q] }} ≡ 0. (3.5) 38 A.Ya. Maltsev Expanding the values of the brackets {Jν(X), Jµ(Y )} in the neighborhood of the submani- fold K, as in the single-phase case, we can write {Jν(X), Jµ(Y )} = {Jν(X), Jµ(Y )}|K + ∑ s≥0 [ δ δϕk(θ,W ) ∫ 2π 0 · · · ∫ 2π 0 Aνµs ( ϕ(θ′, X), εϕX(θ′, X), . . . ) dmθ′ (2π)m ]∣∣∣∣ K × gk(θ,W ) dmθ (2π)m dWεsδ(s)(X − Y ) +O ( g2 ) , where all the values on the submanifold K are calculated at the same values of the functionals [U(Z)] as for the original function ϕ(θ, X). Let us introduce by definition δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K (3.6) ≡ ∑ s≥0 ∫ [ δ δϕk(θ,W ) ∫ 2π 0 · · · ∫ 2π 0 εsAνµs ( ϕ(θ′, X), εϕX(θ′, X), . . . ) dmθ′ (2π)m ]∣∣∣∣∣ K qν(X)pµ,sXdX. Note that the notations δ/δgk(θ,W ), generally speaking, are not natural in our situation because of the dependence of the chosen system of constraints. Nevertheless, the preservation of these notations can better clarify the algebraic structure of the further calculations. The values defined by (3.6) can be represented in the form of the graded decompositions at ε→ 0 on the submanifold K. By virtue of (2.35) it is easy to conclude that the expansion in ε of the quantities (3.6) begins with the first degree in ε δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K = ε δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] + ε2 δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[2] + · · · . (3.7) The leading term of (3.7) can be divided into two parts, corresponding to the functions εQνµX (ϕ, εϕX , . . . ) and Aνµ1 (ϕ, εϕX , . . . ) and containing the quantities qν(W )pµ(W ) and qν(W )pµ,W (W ) as local factors, respectively. The values of {J[q], J[p]}, are obviously invariant under transformations of the form ϕ(θ, X)→ ϕ(θ + ∆θ, X). (3.8) From the invariance of the functionals U(X) in such transformations, we can write for the corresponding increments of the constraints (2.32) δgk(θ, X) = ϕk(θ + δθ, X)− ϕk(θ, X). As a consequence, we can write on the submanifold K∫∫ 2π 0 · · · ∫ 2π 0 δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K Φk θα ( S(W ) ε + θ,U(W ) ) dmθ (2π)m dW ≡ 0, (3.9) α = 1, . . . ,m. The above relation is satisfied to all orders in ε. By the arbitrariness of the functions qν(X), the relation (3.9) in the leading order can be strengthened. Namely, according to the remark about the form of the leading term of (3.7) we can write for any W∫ 2π 0 · · · ∫ 2π 0 δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] Φk θα ( S(W ) ε + θ,U(W ) ) dmθ (2π)m ≡ 0, α = 1, . . . ,m. (3.10) Whitham’s Method and Dubrovin–Novikov Bracket 39 Quite similarly, we have the relation{ g[Q], J[q] } = ∫ Qi ( S(X) ε + θ, X ){ gi(θ, X), J[q] } dmθ (2π)m dX + ∫ gi(θ, X)Qi,θα ( S(X) ε + θ, X ) 1 2ε sgn(X − Y ) { kα(Y ), J[q] } dmθ (2π)m dY dX + ∫ gi(θ, X)Qi,Uν ( S(X) ε + θ, X ){ Uν(X), J[q] } dmθ (2π)m dX = ∫ Qi ( S(X) ε + θ, X )∑ l≥0 εlCiµ(l) (ϕ(θ, X), εϕX(θ, X), . . . ) dmθ (2π)m qµ,lX(X)dX − ∫ Qi ( S(X) ε + θ, X ) Φi Uν ( S(X) ε + θ,U(X) ){ Uν(X), J[q] } dmθ (2π)m dX − ∫ Qi ( S(X) ε + θ, X ) Φi θα ( S(X) ε + θ,U(X) ) × 1 2ε sgn(X − Y ) { kα(Y ), J[q] } dmθ (2π)m dY dX + ∫ gi(θ, X)Qi,θα ( S(X) ε + θ, X ) 1 2ε sgn(X − Y ) { kα(Y ), J[q] } dmθ (2π)m dY dX + ∫ gi(θ, X)Qi,Uν ( S(X) ε + θ, X ){ Uν(X), J[q] } dmθ (2π)m dX. According to relations (3.4), we can actually see here that the third term in the above expression is identically equal to zero. According to the form of the constraints, we have again in the neighborhood of K {g[Q], J[q]} = {g[Q], J[q]} ∣∣ K + ∫ Qi ( S(X) ε + θ′, X )∑ l≥0 εl δCiµ(l)(ϕ(θ′, X), εϕX(θ′, X), . . . ) δϕk(θ,W ) dmθ′ (2π)m qµ,lX(X)dX ∣∣∣∣∣∣ K × gk(θ,W ) dmθ (2π)m dW − ∫ Qi(θ ′, X)Φi Uν ( θ′,U(X) ) dmθ′ (2π)m δ{Uν(X), J[q]} δϕk(θ,W ) ∣∣∣∣ K dX × gk(θ,W ) dmθ (2π)m dW + ∫ Qk,θα ( S(W ) ε + θ,W ) 1 2ε sgn(W − Y ) { kα(Y ), J[q] }∣∣ K dY × gk(θ,W ) dmθ (2π)m dW + ∫ Qi,Uν ( S(W ) ε + θ,W ) { Uν(W ), J[q] }∣∣ K × g k(θ,W ) dmθ (2π)m dW +O ( g2 ) provided that all the values on the submanifold K are calculated at the same values of the functionals [U(Z)]. For the quantities {g[Q], J[q]} we can introduce by definition δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K ≡ ∫ Qi ( S(X) ε + θ′, X )∑ l≥0 εl δCiµ(l)(ϕ(θ′, X), εϕX(θ′, X), . . . ) δϕk(θ,W ) qµ,lX(X) ∣∣∣∣∣∣ K dmθ′ (2π)m dX − ∫ Qi(θ ′, X)Φi Uν ( θ′,U(X) ) dmθ′ (2π)m δ{Uν(X), J[q]} δϕk(θ,W ) ∣∣∣∣ K dX 40 A.Ya. Maltsev +Qk,θα ( S(W ) ε + θ,W ) 1 2ε ∫ sgn(W − Y ) { kα(Y ), J[q] }∣∣ K dY +Qi,Uν ( S(W ) ε + θ,W ) { Uν(W ), J[q] }∣∣ K . (3.11) The quantities δ{g[Q], J[q]}/δgk(θ,W )|K have the order O(1) at ε→ 0. We have also Ciµ(0) ( ϕ(θ′, X), εϕX(θ′, X), . . . ) ≡ Siµ ( ϕ(θ′, X), εϕX(θ′, X), . . . ) according to relation (2.37). Let us introduce the functions Siµk(l)(ϕ,ϕx, . . . ) ≡ ∂Siµ(ϕ,ϕx, . . . ) ∂ϕklx . Using now Lemma 2.3 and relations (3.7) we can write for the leading term of (3.11) δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] = ∑ l≥0 (−1)lkα1(W ) · · · kαl(W ) ∂l ∂θα1 · · · ∂θαl × [ Qi ( S(W ) ε + θ,W ) Siµk(l) (ϕ(θ,W ), εϕW (θ,W ), . . . ) ∣∣∣ K[0] ] qµ(W ) + ωαµ(W )qµ(W )Qk,θα ( S(W ) ε + θ,W ) , (3.12) where Siµk(l) (ϕ(θ,W ), εϕW (θ,W ), . . . ) ∣∣∣ K[0] ≡ Siµk(l) ( Φ ( S(W ) ε + θ,U(W ) ) , kγΦθγ ( S(W ) ε + θ,U(W ) ) , . . . ) . Note one more property of the values δ{g[Q], J[q]}/δgk(θ,W )|K[0]. As we saw earlier, the values {g[Q], J[q]} are of the order O(ε) at ε → 0 on the submanifold K. This property is preserved also under the overall shift of the initial phase (3.8). Indeed, for ϕi(θ, X) = Φi ( S(X) ε + θ + ∆θ,U(X) ) (3.13) we can write{ g[Q], J[q] } = ∫ Qi,θα ( S(Z) ε + θ, Z ) 1 2ε sgn(Z −W ) × { kα(W ), J[q] } Φi ( S(Z) ε + θ + ∆θ,U(Z) ) dmθ (2π)m dZdW + ∫ Qi ( S(Z) ε + θ, Z ) Ciµ(0) ( Φ ( S(Z) ε + θ + ∆θ,U(Z) ) , kγΦθγ ( S(Z) ε + θ + ∆θ,U(Z) ) , . . . ) × qµ(Z) dmθ (2π)m dZ +O(ε). Because of the invariance under translations (3.8) the value of the bracket {kα(W ), J[q]} on the functions (3.13) is equal to its value on K{ kα(W ), J[q] } = ε (ωαν(W )qν(W ))W +O ( ε2 ) . Whitham’s Method and Dubrovin–Novikov Bracket 41 Similarly, we have on the functions (3.13) Ciµ(0) ( Φ ( S(Z) ε + θ + ∆θ,U(Z) ) , kγΦθγ ( S(Z) ε + θ + ∆θ,U(Z) ) . . . ) = ωαµ(Z)Φi θα ( S(Z) ε + θ + ∆θ,U(Z) ) . We then obtain{ g[Q], J[q] } = ∫ qµ(Z)ωαµ(Z) ∂ ∂θα [ Qi(θ, Z)Φi(θ + ∆θ,U(Z)) ] dmθ (2π)m dZ +O(ε) = O(ε). As a consequence, we can write∫∫ 2π 0 · · · ∫ 2π 0 δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] Φk θα ( S(W ) ε + θ,U(W ) ) dmθ (2π)m dW ≡ 0, (3.14) α = 1, . . . ,m for the main part of δ{g[Q], J[q]}/δgk(θ,W ) on K. Using again the fact that the relation (3.14) contains arbitrary functions qµ(W ), appearing in the integrand expression in the form of local factors, we can rewrite (3.14) in a stronger form∫ 2π 0 · · · ∫ 2π 0 δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] Φk θα ( S(W ) ε + θ,U(W ) ) dmθ (2π)m ≡ 0, (3.15) ∀W, α = 1, . . . ,m. We now turn back to the Jacobi identity (3.5) for the functionals g[Q], J[q], and J[p]. It is not difficult to see that after the restriction on K the leading term (∼ε) of the relation (3.5) can be written as∫ { g[Q], g k(θ,W ) }∣∣ K[0] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m dW + ∫ { J[p], g k(θ,W ) }∣∣ K[1] δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m dW − ∫ { J[q], g k(θ,W ) }∣∣ K[1] δ{g[Q], J[p]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m dW ≡ 0. The above identity can again be written in a stronger form. Namely, making the change Q̃i(θ,W ) → Q̃i(θ,W )µi(W ), we get the corresponding change, Qi(θ,W ) → Qi(θ,W )µi(W ), where µi(W ) are arbitrary smooth functions of W . By virtue of (3.4), (3.10), and (3.12) it is easy to see then that the integrands are smooth functions of θ and W , containing µi(W ) in the form of local factors. By the arbitrariness of µi(W ), we can omit the integration over W in the above integrals and write for every W∫ 2π 0 · · · ∫ 2π 0 { g[Q], g k(θ,W ) }∣∣ K[0] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m + ∫ 2π 0 · · · ∫ 2π 0 { J[p], g k(θ,W ) }∣∣ K[1] δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m − ∫ 2π 0 · · · ∫ 2π 0 { J[q], g k(θ,W ) }∣∣ K[1] δ{g[Q], J[p]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m ≡ 0. 42 A.Ya. Maltsev Finally, using the relations (2.61) and (3.15), we can write the above identity as∫ 2π 0 · · · ∫ 2π 0 { g[Q], g k(θ,W ) }∣∣ K[0] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m − ∫ 2π 0 · · · ∫ 2π 0 Ak[1][p] ( S(W ) ε + θ,W ) δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m + ∫ 2π 0 · · · ∫ 2π 0 Ak[1][q] ( S(W ) ε + θ,W ) δ{g[Q], J[p]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m ≡ 0, where the functions Ak[1][q](θ,W ) are introduced by formula (2.64). Now assume that the values Ak[1][q](θ,W ) for U(W ) ∈ S, according to (3.1), can be repre- sented in the form Ak[1][q](θ,W ) = −B̂kj [0](W )Bj[q](1)(θ,W ) (3.16) with some smooth in θ, 2π-periodic in each θα functions Bj[q](1)(θ,W ). We can then write for U(W ) ∈ S∫ 2π 0 · · · ∫ 2π 0 { g[Q], g k(θ,W ) }∣∣ K[0] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m (3.17) + ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[p](1) ( S(W ) ε + θ,W )] δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m − ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[q](1) ( S(W ) ε + θ,W )] δ{g[Q], J[p]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m ≡ 0, where B̂ij [0][S](W ) ≡ ∑ s≥0 Bij (s) ( Φ ( S(W ) ε + θ,U(W ) ) , kγ(W )Φθγ ( S(W ) ε + θ,U(W ) ) , . . . ) × kα1(W ) · · · kαs(W ) ∂s ∂θα1 · · · ∂θαs . Using the expression (2.54) for the bracket of constraints on K, as well as the relations (2.42), (3.4), (3.10), we can obtain also the following relation∫ 2π 0 · · · ∫ 2π 0 { g[Q], g k(θ,W ) }∣∣ K[0] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m = − ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Qj ( S(W ) ε + θ,W )] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m . Expanding also the remaining terms of the identity (3.17) according to (3.12), we get for U(W ) ∈ S∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Qj ( S(W ) ε + θ,W )] δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] dmθ (2π)m − ∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m [ B̂kj [0][S](W )Bj[p](1) ( S(W ) ε + θ,W )] × [∑ l≥0 (−1)lkα1(W ) · · · kαl(W ) ∂l ∂θα1 · · · ∂θαl Whitham’s Method and Dubrovin–Novikov Bracket 43 × [ Qi ( S(W ) ε + θ,W ) Siµk(l) (ϕ(θ,W ), . . . ) ∣∣∣ K[0] ] qµ(W ) + ωαµ(W )qµ(W )Qk,θα ( S(W ) ε + θ,W )] + ∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m [ B̂kj [0][S](W )Bj[q](1) ( S(W ) ε + θ,W )] × [∑ l≥0 (−1)lkα1(W ) · · · kαl(W ) ∂l ∂θα1 · · · ∂θαl × [ Qi ( S(W ) ε + θ,W ) Siµk(l) (ϕ(θ,W ), . . . ) ∣∣∣ K[0] ] pµ(W ) + ωαµ(W )pµ(W )Qk,θα ( S(W ) ε + θ,W )] ≡ 0. (3.18) Consider now the Jacobi identity of the form{ g[P], { g[Q], J[q] }} + { g[Q], { J[q], g[P] }} + { J[q], { g[P], g[Q] }} ≡ 0 (3.19) for arbitrary fixed functions q(X), and the functionals P(θ, X) and Q(θ, X) defined as before with the aid of arbitrary functions P̃(θ, X), Q̃(θ, X). According to the relations{ g[Q,P], U µ(W ) }∣∣ K = O(ε), { J[q], g k(θ,W ) }∣∣ K = O(ε), { J[q], U µ(W ) }∣∣ K = O(ε), it’s not difficult to see that after the restriction on K the major term (in ε) of (3.19) will be written as∫ { g[P], g k(θ,W ) }∣∣ K[0] δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m dW − ∫ { g[Q], g k(θ,W ) }∣∣ K[0] δ{g[P], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m dW ≡ 0. Again recalling that qν(W ) are arbitrary functions of W appearing in the integrand in the form of local factors, we can write the above relation in a stronger form. That is, for every W∫ 2π 0 · · · ∫ 2π 0 { g[P], g k(θ,W ) }∣∣ K[0] δ{g[Q], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m − ∫ 2π 0 · · · ∫ 2π 0 { g[Q], g k(θ,W ) }∣∣ K[0] δ{g[P], J[q]} δgk(θ,W ) ∣∣∣∣ K[0] dmθ (2π)m ≡ 0. (3.20) As well as in the case of the identity (3.18), using the relations (2.54), (2.42), (3.4), (3.15), we can write the identity (3.20) in the form∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m [ B̂kj [0][S](W )Pj ( S(W ) ε + θ,W )] × [∑ l≥0 (−1)lkα1(W ) · · · kαl(W ) ∂l ∂θα1 · · · ∂θαl × [ Qi ( S(W ) ε + θ,W ) Siµk(l) (ϕ(θ,W ), . . . ) ∣∣∣ K[0] ] qµ(W ) 44 A.Ya. Maltsev + ωαµ(W )qµ(W )Qk,θα ( S(W ) ε + θ,W )] − ∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m [ B̂kj [0][S](W )Qj ( S(W ) ε + θ,W )] × [∑ l≥0 (−1)lkα1(W ) · · · kαl(W ) ∂l ∂θα1 · · · ∂θαl × [ Pi ( S(W ) ε + θ,W ) Siµk(l) (ϕ(θ,W ), . . . ) ∣∣∣ K[0] ] qµ(W ) + ωαµ(W )qµ(W )Pk,θα ( S(W ) ε + θ,W )] ≡ 0. (3.21) Note now that the values of Q(θ, X) and P(θ, X) are arbitrary 2π-periodic functions of θ, satisfying the conditions (3.4). In particular, we can put in (3.21) at U(W ) ∈ S P(θ,W ) = B[p](1)(θ,W ) or P(θ,W ) = B[q](1)(θ,W ). (3.22) By analogy with (3.12) we introduce for convenience the notation for U(W ) ∈ S δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] ≡ [∑ l≥0 (−1)lkα1(W ) · · · kαl(W ) ∂l ∂θα1 · · · ∂θαl × [ Bi[p](1) ( S(W ) ε + θ,W ) Siµk(l) (ϕ(θ,W ), . . . ) ∣∣∣ K[0] ] qµ(W ) + ωαµ(W )qµ(W )Bk[p](1),θα ( S(W ) ε + θ,W )] (3.23) for arbitrary smooth functions q(X), p(X). Note that the functional g[εB[p](1)] is not defined on the whole functional space, so the rela- tion (3.23) plays just a role of a formal notation for U(W ) ∈ S. Using now (3.21) for the functions (3.22), we can rewrite (3.18) in the form∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m [ B̂kj [0][S](W )Qj ( S(W ) ε + θ,W )] ×  δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] − δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] + δ{g[εB[q](1)], J[p]} δgk(θ,W ) ∣∣∣∣∣ K[1]  ≡ 0 provided that U(W ) ∈ S. Using the skew-symmetry of the Hamiltonian operator B̂kj [0][S](W ) on Λ we can then write ∫ 2π 0 · · · ∫ 2π 0 dmθ (2π)m Qj ( S(W ) ε + θ,W ) × [ B̂jk [0][S](W ) ( δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] − δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] + δ{g[εB[q](1)], J[p]} δgk(θ,W ) ∣∣∣∣∣ K[1] )] ≡ 0. The values Qj(θ,W ) are arbitrary smooth 2π-periodic functions of θ with the only restric- tion (3.4). We know also that the values in the brackets are smooth 2π-periodic in each θα Whitham’s Method and Dubrovin–Novikov Bracket 45 functions of θ for U(W ) ∈ S. As a consequence, we can write for U(W ) ∈ S B̂jk [0][S](W )  δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] − δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] + δ{g[εB[q](1)], J[p]} δgk(θ,W ) ∣∣∣∣∣ K[1]  ≡ m∑ α=1 aα(U(W ),UW (W ))Φj θα ( S(W ) ε + θ,U(W ) ) with some coefficients aα(U(W ),UW (W )). The values in parentheses are smooth 2π-periodic functions of θ at U(W ) ∈ S. At the same time the trajectories of the vector field (k1(W ), . . . , km(W )) are completely irrational windings of the torus Tm. We can therefore say in the case of a regular Hamiltonian family Λ, that up to a linear combination of the regular eigenvectors v (l) [U(W )](S(W )/ε+θ) of B̂jk [0][S](W ) = B̂jk [0][S](U(W )), corresponding to zero eigenvalues, the value in parentheses is a linear combination of the variational derivatives (2.7), generating linear shifts of the phases on Λ. For complete Hamiltonian set of the integrals (I1, . . . , IN ) we can then write according to (2.8) and (3.3) δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] − δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] + δ{g[εB[q](1)], J[p]} δgk(θ,W ) ∣∣∣∣∣ K[1] ≡ ∑ q bq(U(W ),UW (W ))κ (q) k[U(W )] ( S(W ) ε + θ ) (3.24) with some coefficients bq(U(W ),UW (W )) at U(W ) ∈ S. Consider the Jacobi identity of the form{{ J[q], J[p] } , J[r] } + {{ J[p], J[r] } , J[q] } + {{ J[r], J[q] } , J[p] } ≡ 0 with arbitrary smooth functions q(X), p(X), r(X). In the main (∼ε2) order on K given identity leads to the relations∫ δ{J[q], J[p]} δUγ(W ) ∣∣∣∣ K[1] { Uγ(W ), J[r] }∣∣ K[1] dW + c.p. + ∫∫ 2π 0 · · · ∫ 2π 0 δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] { gk(θ,W ), J[r] }∣∣ K[1] dmθ (2π)m dW + c.p. ≡ 0. (3.25) Again, using the relations (2.61), (2.64) and (3.10), we can replace the identity (3.25) by the following relation∫ δ{J[q], J[p]} δUγ(W ) ∣∣∣∣ K[1] { Uγ(W ), J[r] }∣∣ K[1] dW + c.p. + ∫∫ 2π 0 · · · ∫ 2π 0 δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] Ak[1][r] ( S(W ) ε + θ,W ) dmθ (2π)m dW + c.p. ≡ 0. Using relations (2.71) and representations (3.16) and (3.24), we can write for U(W ) ∈ S∫ 2π 0 · · · ∫ 2π 0 δ{J[q], J[p]} δgk(θ,W ) ∣∣∣∣ K[1] Ak[1][r] ( S(W ) ε + θ,W ) dmθ (2π)m + c.p. ≡ ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[r](1) ( S(W ) ε + θ,W )] 46 A.Ya. Maltsev ×  δ{g[εB[q](1)], J[p]} δgk(θ,W ) ∣∣∣∣∣ K[1] − δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1]  dmθ (2π)m + ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[q](1) ( S(W ) ε + θ,W )] ×  δ{g[εB[p](1)], J[r]} δgk(θ,W ) ∣∣∣∣∣ K[1] − δ{g[εB[r](1)], J[p]} δgk(θ,W ) ∣∣∣∣∣ K[1]  dmθ (2π)m + ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[p](1) ( S(W ) ε + θ,W )] ×  δ{g[εB[r](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] − δ{g[εB[q](1)], J[r]} δgk(θ,W ) ∣∣∣∣∣ K[1]  dmθ (2π)m . (3.26) Similarly to earlier arguments, substituting now in the identity (3.21) Q(θ,W ) = B[r](1)(θ,W ), P(θ,W ) = B[p](1)(θ,W ) for U(W ) ∈ S we obtain the identity∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[p](1) ( S(W ) ε + θ,W )] δ{g[εB[r](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] dmθ (2π)m (3.27) − ∫ 2π 0 · · · ∫ 2π 0 [ B̂kj [0][S](W )Bj[r](1) ( S(W ) ε + θ,W )] δ{g[εB[p](1)], J[q]} δgk(θ,W ) ∣∣∣∣∣ K[1] dmθ (2π)m = 0. Using the cyclic permutations of the functions q(X), p(X), and r(X) in the identity (3.27), it’s not difficult to see that the right-hand part of the relation (3.26) is identically equal to zero at U(W ) ∈ S. It’s not difficult to see also that the left-hand side of the expression (3.26) is a smooth regular function of the parameters U(W ). Using the fact that the set S is everywhere dense in the parameter space U, we can conclude that the left-hand side of equation (3.26) is identically equal to zero under the conditions of the theorem. We have, therefore, that under the conditions of the theorem, the identity (3.25) implies the relation∫ δ{J[q], J[p]} δUγ(W ) ∣∣∣∣ K[1] { Uγ(W ), J[r] }∣∣ K[1] dW + c.p. ≡ 0. Using the relations δ{J[q], J[p]} δUγ(W ) ∣∣∣∣ K[1] = δ{U[q], U[p]}DN δUγ(W ) , { Uγ(W ), J[r] }∣∣ K[1] = { Uγ(W ), U[r] } DN , we obtain the Jacobi identity for the Dubrovin–Novikov bracket on the space of the func- tions U(X). � Remark 3.1. According to relations (2.47) the functionals Kα = ∫ +∞ −∞ kα (U(X)) dX are annihilators of the Dubrovin–Novikov bracket (2.21) since we have {Kα, U[q]} = 0 for any functional U[q]. As a consequence, we can claim that the functions kα(U) represent a part of the Whitham’s Method and Dubrovin–Novikov Bracket 47 flat coordinates for the metric gνµ(U) = 〈Aνµ1 〉 connected with the Dubrovin–Novikov bracket for the Whitham system. Besides that, we have{ kα(X), kβ(Y ) } DN = 0 according to relations (2.48). The remaining part of the flat coordinates of gνµ(U) and the corresponding annihilators of the bracket (2.21) are defined by concrete form of the initial bracket (2.16) and the family of m-phase solutions of system (2.3). Let us prove now the second theorem justifying the invariance of the Dubrovin–Novikov procedure. Theorem 3.2. Let Λ be a regular Hamiltonian family of m-phase solutions of (2.3). Let (I1, . . . , IN ) and (I ′1, . . . , I ′N ) be two different complete Hamiltonian sets of commuting first integrals of (2.3) having the form (2.18). Then the Dubrovin–Novikov brackets obtained using the sets (I1, . . . , IN ) and (I ′1, . . . , I ′N ) coincide with each other. Proof. Note that the sets (I1, . . . , IN ), (I ′1, . . . , I ′N ) correspond to the two systems of coordi- nates (U1, . . . , UN ), (U ′1, . . . , U ′N ) on the family Λ, given by the averages of the functionals I and I′. We have to show then that the Dubrovin–Novikov brackets obtained using the set (I ′1, . . . , I ′N ) coincides with the bracket, obtained using the set (I1, . . . , IN ), after the corre- sponding change of coordinates, U ′ν = U ′ν(U). Consider the values of the functionals Jν(X) = ∫ 2π 0 · · · ∫ 2π 0 P ν(ϕ, εϕX , . . . ) dmθ (2π)m , and the values of constraints gi(θ, X), introduced with the aid of the functionals J(X) by formula (2.32), as a coordinate system in the neighborhood of the submanifold K. For values of the functionals J ′ν(X) on the submanifold K we then have the relations J ′ν(X) ∣∣ K = U ′ν (J(X)) + ∑ l≥1 εlj′ν(l) (J,JX , . . . ) , where j′ν(l) are smooth functions of (J,JX , . . . ), polynomial in the derivatives and having degree l. Expanding the values of J ′ν(X) in the neighborhood of the submanifold K, we can write J ′ν(X) = U ′ν (J(X)) + ∑ l≥1 εlj′ν(l) (J,JX , . . . ) + ∫ +∞ −∞ ∫ 2π 0 · · · ∫ 2π 0 T ′νi (X,θ, Y, ε) gi(θ, Y ) dmθ (2π)m dY +O ( g2 ) , where, according to the form of the constraints (2.32), we can put T ′νi (X,θ, Y, ε) = ∑ l≥0 Π′νi(l) (ϕ(θ, X), εϕX(θ, X), . . . ) ∣∣∣ K εlδ(l)(X − Y ) = ∑ l≥0 ∂P ′ν ∂ϕilx (ϕ(θ, X), εϕX(θ, X), . . . ) ∣∣∣∣ K εlδ(l)(X − Y ). 48 A.Ya. Maltsev Considering the functionals J ′[q] = ∫ qν(X)J ′ν(X)dX with arbitrary smooth (compactly sup- ported) functions qν(X), we can write in the vicinity of K J ′[q] = ∫ qν(X) [ U ′ν (J(X)) + ∑ l≥1 εlj′ν(l) (J,JX , . . . ) ] dX (3.28) + ∫ ∑ l≥0 (−1)lεl [ dl dY l qν(Y ) Π′νi(l) (ϕ(θ, Y ), εϕY (θ, Y ), . . . ) ∣∣∣ K ] gi(θ, Y ) dmθ (2π)m dY +O ( g2 ) . The leading term (in ε) in the second part of the expression (3.28) is given by the expression∫ qν(Y ) ∑ l≥0 (−1)lkα1(Y ) · · · kαl(Y )Π′νi(l)θα1 ···θαl ( Φ ( S(Y ) ε + θ, Y ) , . . . ) gi(θ, Y ) dmθ (2π)m dY and coincides with the value∫∫ 2π 0 · · · ∫ 2π 0 qν(Y )ζ ′(ν) i[U(Y )] ( S(Y ) ε + θ ) gi(θ, Y ) dmθ (2π)m dY, where ζ ′(ν) i[U](θ) = [ δ δϕi(θ) ∫ 2π 0 · · · ∫ 2π 0 P ′ν ( ϕ, kβϕθβ , . . . ) dmθ (2π)m ]∣∣∣∣ ϕ(θ)=Φ(θ,U) . As the values ζ (ν) i[U](θ), the values ζ ′(ν) i[U](θ) represent regular left eigenvectors of the opera- tor L̂ij[U] corresponding to the zero eigenvalues. In the case of a complete regular family of m-phase solutions, we have therefore ζ ′(ν) i[U](θ) = ∑ q Γνq (U)κ (q) i[U](θ) for some functions Γνq (U). We can write, therefore, up to quadratic terms in g(θ, X)∫ qν(X)J ′ν(X)dX = ∫ qν(X) [ U ′ν (J(X)) + ∑ l≥1 εlj′ν(l) (J,JX , . . . ) ] dX + ∫ qν(X) [∑ q Γνq (U)κ (q) i[U(X)] ( S(X) ε + θ ) +O(ε) ] gi(θ, X) dmθ (2π)m dX +O ( g2 ) . Consider the Poisson brackets{ J ′[q], J ′ [p] }∣∣ K = {∫ qν(X)J ′ν(X)dX, ∫ pµ(Y )J ′µ(Y )dY }∣∣∣∣ K = ∫ qν(X) ∂U ′ν ∂Uλ (X) [{ Jλ(X), ∫ pµ(Y )J ′µ(Y )dY }∣∣∣∣ K +O ( ε2 )] dX + ∫ qν(X) ∑ q Γνq (U(X)) [ κ (q) i[U(X)] ( S(X) ε + θ ) +O(ε) ] × { gi(θ, X), J ′µ(Y ) }∣∣ K pµ(Y ) dmθ (2π)m dXdY. Whitham’s Method and Dubrovin–Novikov Bracket 49 By Lemma 2.4′ we have the relation {gi(θ, X), J ′[p]}|K = O(ε) on the submanifold K. In addition, completely analogous to the relation (2.71) holds the relation∫ 2π 0 · · · ∫ 2π 0 κ (q) i[U(X)] ( S(X) ε + θ ){ gi(θ, X), J ′[p] } |K[1] dmθ (2π)m ≡ 0 by virtue of the original dependence of the constraints gi(θ, X). We thus obtain∫∫ qν(X) { J ′ν(X), J ′µ(Y ) }∣∣ Kpµ(Y )dXdY = ∫ qν(X) ∂U ′ν ∂Uλ (X) { Jλ(X), ∫ pµ(Y )J ′µ(Y )dY }∣∣∣∣ K dX +O ( ε2 ) . Repeating the arguments for the functional ∫ pµ(Y )J ′µ(Y )dY we finally obtain∫∫ qν(X) { J ′ν(X), J ′µ(Y ) }∣∣ Kpµ(Y )dXdY = ∫∫ qν(X) ∂U ′ν ∂Uλ (X) { Jλ(X), Jγ(Y ) }∣∣ K ∂U ′µ ∂Uγ (Y )pµ(Y )dXdY +O ( ε2 ) . (3.29) Given that the principal (in ε) terms in the expressions {Jλ(X), Jγ(Y )}|K and {J ′ν(X), J ′µ(Y )}|K coincide with the Dubrovin–Novikov brackets, obtained with the aid of the sets (I1, . . . , IN ) and (I ′1, . . . , I ′N ) respectively, we conclude from (3.29) that { U ′ν(X), U ′µ(Y ) }′ DN = ∂U ′ν ∂Uλ (X) { Uλ(X), Uγ(Y ) } DN ∂U ′µ ∂Uγ (Y ), which means the coinciding of the brackets {·, ·}DN and {·, ·}′DN. � Finally, we prove the theorem about the Hamiltonian properties of the Whitham system (2.10) under the same conditions as before. Theorem 3.3. Let Λ be a regular Hamiltonian family of m-phase solutions of (2.3). Let (I1, . . . , IN ) be a complete Hamiltonian set of commuting first integrals of (2.3) having the form (2.18) and H be the Hamiltonian function of the system (2.3) having the form (2.17). Then the Whitham system (2.10) is Hamiltonian with respect to the corresponding Dubrovin– Novikov bracket (2.21) with the Hamiltonian function (2.22) Hav = ∫ +∞ −∞ 〈PH〉 (U(X)) dX. Proof. By Theorem 3.2, without loss of generality we can assume that the Hamiltonian func- tional H belongs to the set (I1, . . . , IN ), H = Iµ0 . It is easy to verify that the corresponding Hamiltonian Hav generates in this case the system UνT = d dX [〈Qνµ0〉 (U(X))] , i.e. exactly system (2.10). � As the simplest example of Theorems 3.1–3.3 consider the procedure of averaging of the Gardner–Zakharov–Faddeev bracket for the KdV equation. Consider the Gardner–Zakharov–Faddeev bracket {ϕ(x), ϕ(y)} = δ′(x− y) (3.30) 50 A.Ya. Maltsev for the KdV equation ϕt = ϕϕx − ϕxxx with the Hamiltonian functional H = ∫ ( ϕ3 6 + ϕ2 x 2 ) dx. As is well known, the KdV equation has a family of m-phase solutions for any m, given by the Novikov potentials, which represent the stationary points for the higher KdV flows. According to the Hamiltonian structure (3.30) it is also equivalent to the extremality of a linear combination of higher integrals of the KdV c1δI 1 + c2δI 2 + · · ·+ cm+2δI m+2 = 0, (3.31) where I1 = N = ∫ ϕdx is the annihilator of the bracket (3.30), I2 = P = ∫ ϕ2 2 dx is the momentum functional of the bracket (3.30), I3 = H, and Ik, k ≥ 4 are higher integrals of the KdV equation. As was shown in [41], all the systems (3.31) are completely integrable finite-dimensional systems with quasiperiodic solutions in the general case. As is well known, the correspond- ing m-phase solutions of KdV can be represented in the form (1.2) with the theta-functional expressions for the functions Φ(θ,U), satisfying the system [10–13,17,26,27] ωα(U)Φθα = kα(U)ΦΦθα − kα(U)kβ(U)kγ(U)Φθαθβθγ . (3.32) The parameters of the solution (E1, . . . , E2m+1), E1 < E2 < · · · < E2m+1 represent the branching points of the Riemann surface of genus m, and, together with the initial phases (θ1 0, . . . , θ m 0 ), completely determine the corresponding solution ϕ(x, t) [41]. The eigenmodes of the linearized operator (3.32), as well as the adjoint operator, were studied in detail [4, 5, 28–30]. In particular, we can state that the families of m-phase solutions of KdV are complete regular families in the sense of Definition 1.1 and the corresponding systems (2.10) for any independent set of 2m+1 higher integrals of KdV (Ik1 , . . . , Ik2m+1) represent the regular Whitham systems for the KdV equation in the sense defined above. It is well known [22, 49], that the Whitham system for KdV in m-phase case can be written in the diagonal form where the parameters E1, . . . , E2m+1 are its Riemann invariants. Regular zero modes of the linearized operator (3.32) on the torus Tm are given by the functions Φθα(θ,U), θα = 1, . . . ,m and by the function ∂Φ/∂n (at constant k and ω), where n is the value of the functional N on the corresponding solution. Similarly, regular zero modes of the adjoint linear operator on the torus Tm are given by any m+ 1 linearly independent variational derivatives of the higher integrals of KdV on the family of the functions Φ(θ,U). The families of Novikov potentials are obviously regular Hamiltonian families with respect to the bracket (3.30), while any set of 2m+1 independent higher integrals of KdV is a complete set of commuting functionals (2.18) on such a family. We also note that the variational derivative of the annihilator of the bracket (3.30) always appears on the family of m-phase solutions in the Whitham’s Method and Dubrovin–Novikov Bracket 51 form of a linear combination of m+1 variational derivatives of higher integrals of KdV according to the original construction of the Novikov potentials. Investigation of the system (3.1) can be carried out in this case as follows. We first note that the operator B̂[0](X) is given in this case as B̂[0](X) = k1(X) ∂ ∂θ1 + · · ·+ km(X) ∂ ∂θm and, thus, is the derivative along the vector field (k1(X), . . . , km(X)) on the torus Tm. The regular zero mode of the operator B̂[0](X) is a constant function on the torus and is orthogonal to the functions A[1][q](θ, X) by Lemma 3.1. This fact is easily verified also by direct computation. Indeed, the functions A[1][q](θ, X) have in this case the form A[1][q] ( S(X) ε + θ, X ) = { ϕ(θ, X), J[q] }∣∣ K[1] − ΦUν ( S(X) ε + θ,U(X) ){ Uν(X), J[q] }∣∣ K[1] . Let us assume for simplicity that the functional N(X) = ∫ 2π 0 · · · ∫ 2π 0 ϕ(θ, X) dmθ (2π)m is included in the coordinate system U(X), N(X) = U1(X), which, by Theorem 3.2, does not affect the Dubrovin–Novikov bracket. We have then∫ 2π 0 · · · ∫ 2π 0 ΦU1(θ,U(X)) dmθ (2π)m ≡ 1, ∫ 2π 0 · · · ∫ 2π 0 ΦUν (θ,U(X)) dmθ (2π)m ≡ 0, ν 6= 1. It is easy to see then that∫ 2π 0 · · · ∫ 2π 0 A[1][q](θ, X) dmθ (2π)m = { N(X), J[q] }∣∣ K[1] − { N(X), J[q] }∣∣ K[1] ≡ 0. The operator B̂[0](X), however, has also irregular zero modes which arise in the cases when the closure of trajectories of the vector field (k1(X), . . . , km(X)) on Tm represent the lower- dimensional tori Tk ⊂ Tm. Modes of this type arise obviously on a set of measure zero in the parameter space U, i.e. {U}/M. We assume here, without proof, following easily verifiable from the theta-functional represen- tation fact. The Fourier harmonics An1...nm [1][q] (X) of the functions A[1][q](θ, X) in the variables θ A[1][q](θ, X) ≡ ∑ n1,...,nm An1...nm [1][q] (X) exp ( in1θ 1 + · · ·+ inmθ m ) decay faster than any power of |n| at |n| → ∞, where |n| ≡ √ n2 1 + · · ·+ n2 m. Let us define the Diophantine conditions for an arbitrary set of values (k1(U), . . . , km(U)). The vector (k1(U), . . . , km(U)) is a Diophantine vector with the index ν > 0 and the coefficient A > 0, if∣∣n1k 1(U) + · · ·+ nmk m(U) ∣∣ ≥ A|n|−ν for all (n1, . . . , nm) ∈ Zm ((n1, . . . , nm) 6= (0, . . . , 0)). Let us use now the following well known theorem (see, e.g., [3, 45]): 52 A.Ya. Maltsev For ν > m− 1 the measure of the set of non-Diophantine vectors (k1, . . . , km) in Rm is equal to zero. Using the condition rank ||∂kα/∂Uν || = m we can also state that the measure of the corre- sponding parameters U, such that k(U) are non-Diophantine vectors with index ν > m− 1, is also zero in the parameter space U. We can now define the sets Sν in the space of the parameters U, such that the wave vectors (k1(U), . . . , km(U)) are Diophantine with index ν if U ∈ Sν . In this case all Sν with index ν > m− 1 are everywhere dense, and also have the full measure in the parameter space U. It is easy to see also that the system (3.1) is resolvable in the space of 2π-periodic in all θα functions for each U ∈ Sν . Indeed, due to the absence of the zero Fourier harmonic of the function A[1][q](θ, X) and conditions of decreasing of Fourier coefficients An1...nm [1][q] (X) we can put Bn1...nm [q](1) (X) = 1 in1k1(U) + · · ·+ inmkm(U) An1...nm [1][q] (X) for (n1, . . . , nm) 6= (0, . . . , 0) and restore the solution B[q](1)(θ, X) = ′∑ n1,...,nm Bn1...nm [q](1) (X) exp(in1θ 1 + · · ·+ inmθ m), (n1, . . . , nm) 6= (0, . . . , 0) as a smooth m-periodic function of θ. Assuming, therefore, S = Sν for any ν > m− 1, we meet all the conditions of Theorem 3.1. We can thus formulate the following proposition. Proposition 3.1. The Dubrovin–Novikov procedure is well justified in the averaging of the Gardner–Zakharov–Faddeev bracket on the m-phase solutions of KdV for any m and provides a local Hamiltonian structure of hydrodynamic type for the corresponding regular Whitham sys- tem. We note here that both local and weakly nonlocal Hamiltonian structures of the Whitham hierarchy for KdV were investigated in detail in the papers [2, 44]. In the more general case the constructing of the set S requires the study of the eigenfunctions and the eigenvalues of the Hamilton operator B̂ij [0](U) on the manifold of m-phase solutions depending on the values of the parameters U. For m-phase solutions, given by the algebraic- geometric families, in this case are very convenient methods similar to those used in [4,5,28,30,47] to study the spectrum of auxiliary linear operators of integrable hierarchies. Acknowledgements In conclusion the author expresses his deep gratitude to Professors S.P. 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last_indexed 2025-11-29T01:49:00Z
publishDate 2012
publisher Інститут математики НАН України
record_format dspace
spelling Maltsev, A.Y.
2019-02-19T18:22:01Z
2019-02-19T18:22:01Z
2012
Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases / A.Y. Maltsev // Symmetry, Integrability and Geometry: Methods and Applications. — 2012. — Т. 8. — Бібліогр.: 50 назв. — англ.
1815-0659
2010 Mathematics Subject Classification: 37K05; 35B10; 35B15; 35B34; 35L65
DOI: http://dx.doi.org/10.3842/SIGMA.2012.103
https://nasplib.isofts.kiev.ua/handle/123456789/149185
In this paper we examine in detail the procedure of averaging of the local field-theoretic Poisson brackets proposed by B.A. Dubrovin and S.P. Novikov for the method of Whitham. The main attention is paid to the questions of justification and the conditions of applicability of the Dubrovin-Novikov procedure. Separate consideration is given to special features of single-phase and multiphase cases. In particular, one of the main results is the insensitivity of the procedure of bracket averaging to the appearance of ''resonances'' which can arise in the multi-phase situation.
This paper is a contribution to the Special Issue “Geometrical Methods in Mathematical Physics”. The full collection is available at http://www.emis.de/journals/SIGMA/GMMP2012.html. In conclusion the author expresses his deep gratitude to Professors S.P. Novikov, B.A. Dubrovin, I.M. Krichever, S.Yu. Dobrokhotov, and M.V. Pavlov for fruitful discussions. This work was financially supported by the Russian Federation Government Grant No. 2010-220-01-077, Grant of the President of Russian Federation NSh-4995.2012.1, and Grant RFBR No. 11-01-12067-ofim-2011.
en
Інститут математики НАН України
Symmetry, Integrability and Geometry: Methods and Applications
Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
Article
published earlier
spellingShingle Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
Maltsev, A.Y.
title Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
title_full Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
title_fullStr Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
title_full_unstemmed Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
title_short Whitham's Method and Dubrovin-Novikov Bracket in Single-Phase and Multiphase Cases
title_sort whitham's method and dubrovin-novikov bracket in single-phase and multiphase cases
url https://nasplib.isofts.kiev.ua/handle/123456789/149185
work_keys_str_mv AT maltsevay whithamsmethodanddubrovinnovikovbracketinsinglephaseandmultiphasecases