Generalized Stäckel Transform and Reciprocal Transformations for Finite-Dimensional Integrable Systems
|
|
- April Weaver
- 6 years ago
- Views:
Transcription
1 Generalized Stäckel Transform and Reciprocal Transformations for Finite-Dimensional Integrable Systems Artur Sergyeyev 1 and Maciej B laszak 2 1 Mathematical Institute, Silesian University in Opava, arxiv: v3 [nlin.si] 26 Sep 2007 Na Rybníčku 1, Opava, Czech Republic 2 Institute of Physics, A. Mickiewicz University Umultowska 85, Poznań, Poland Artur.Sergyeyev@math.slu.cz and blaszakm@amu.edu.pl September 26, 2007 We present a multiparameter generalization of the Stäckel transform (the latter is also known as the coupling-constant metamorphosis) and show that under certain conditions this generalized transform preserves the Liouville integrability and superintegrability. The corresponding transformation for the equations of motion proves to be nothing but a reciprocal transformation of a special form, and we investigate the properties of this reciprocal transformation. Finally, we show that the Hamiltonians of the systems possessing separation curves of apparently very different form can be related through a suitably chosen generalized Stäckel transform. Keywords: multiparameter generalized Stäckel transform, integrable systems, separation curves, reciprocal transformation Introduction The Stäckel transform [9], also known as the coupling-constant metamorphosis [15], cf. also [17, 18, 19, 28, 29] for more recent developments, is a powerful tool for producing new Liouville integrable systems from the known ones. This is essentially a transformation that maps an n-tuple of functions in involution on a 2n-dimensional Poisson manifold into another n-tuple of functions on the same manifold, and these n new functions are again in involution. In its original form the Stäckel transform affects just one coupling constant which enters the Hamiltonian linearly and interchanges this constant with the energy eigenvalue, see [9, 15]. In the present paper we introduce a multiparameter generalization of the classical Stäckel transform, which, just like its known counterpart, enables us to generate new Liouville integrable systems from the known ones or bring known integrable systems into a simpler form. This multiparameter generalized Stäckel transform allows for the Hamiltonians being nonlinear functions of the parameters. This property considerably increases the power of the transform in question; for instance, it turns out that the separation of variables in the Hamilton Jacobi equation can be considered as a particular case of the multiparameter generalized Stäckel transform, see the discussion in the next section for details. 1
2 Moreover, we show that the induced transformations for equations of motion are nothing but reciprocal transformations. This generalizes to the multiparameter case the earlier results of Hietarinta et al. [15] on the one-parameter Stäckel transform. The significance of reciprocal transformations in the theory of integrable nonlinear partial differential equations is well recognized. These transformations were intensively used in the theory of dispersionless (hydrodynamic-type) systems as well as the theory of soliton systems, see e.g. [23, 25] and references therein. On the other hand, some particular examples of transformations of this kind for finite-dimensional Hamiltonian systems are also known, for instance the Jacobi transformation, see [21] and a recent survey [29]. The reciprocal transformations of somewhat different kind have also appeared in [15, 30, 28]. In the present paper we consider reciprocal transformations for the Liouville integrable Hamiltonian systems in conjunction with the generalized Stäckel transform and, in contrast with the earlier work on the subject, we concentrate on the multi-time version of these transformations. In fact, as we show below, these transformations, when applied to the equations of motion of the source system, in general do not yield the equations of motion for the target system, unless we restrict the equations of motion onto the level surfaces of the corresponding Hamiltonians, see Propositions 2 and 3 below for details. We show that two Liouville integrable systems related by an appropriate multiparameter generalized Stäckel transform for the constants of motion are related by the reciprocal transformation for the equations of motion restricted to appropriate Lagrangian submanifolds, see e.g. Ch.3 of [10] and references therein for more details on the latter. Moreover, we present a multitime extension of the original reciprocal transformation from [15], and study the applications of this extended transformation to the integration of equations of motion in the Hamilton Jacobi formalism using the separation of variables, cf. [9]. As a byproduct, we present reciprocal transformations for a large class of dispersionless, weakly nonlinear hydrodynamic-type systems. These Killing systems [8] are intimately related to the Stäckelseparable systems [13, 14, 5]. In the rest of the paper we consider the relations among classical Liouville integrable Stäckel systems on 2n-dimensional phase space. In [7] infinitely many classes of the Stäckel systems related to the so-called seed class, namely, the k-hole deformations of the latter, were constructed. Here we show that any k-hole deformation can be obtained from the Benenti-type system through a suitably chosen multiparameter generalized Stäckel transform. 1 Main results Let (M, P) be a Poisson manifold with the Poisson bracket {f, g} = (df, Pdg). Consider r functionally independent Hamiltonians H i, i = 1,...,r, on M, and assume that these Hamiltonians further depend on k r parameters α 1,...,α k, so H i = H i (x, α 1,...,α k ), i = 1,..., r, (1) where x M. Note that in general r is not related in any way to the dimension of M. 2
3 Suppose that there exists a k-tuple of pairwise distinct numbers s i {1,..., r} such that det ( H si / α j i,,...,k ) 0. (2) Now fix a k-tuple {s 1,...,s k } such that (2) holds and consider the system H si (x, α 1,...,α k ) = α i, i = 1,...,k, where α i are arbitrary parameters, as a system of algebraic equations for α 1,..., α k. By the implicit function theorem, the condition (2) guarantees that the solution of this system exists and is (locally) unique. We can write this solution in the form α i = A i (x, α 1,..., α k ), i = 1,...,k. Now define the new Hamiltonians H si, i = 1,..., k, by setting H si = A i (x, α 1,..., α k ), i = 1,...,k. In other words, the Hamiltonians H si, i = 1,..., k are defined by means of the relations H si = α i, i = 1,..., k. (3) Here and below the subscript means that we have substituted H si for α i for all i = 1,...,k. Next, let H i = H i, i = 1,...,r, i s j for j = 1,...,k. (4) Note that the Hamiltonians H j involve k parameters α i, i = 1,..., k for all j = 1,...,r: H i = H i (x, α 1,..., α k ), i = 1,..., r. We shall refer to the above transformation from H i, i = 1,...,r, to H i, i = 1,...,r, as to the k-parameter generalized Stäckel transform generated by H s1,..., H sk. In analogy with [9] we shall say that the r-tuples H i, i = 1,...,r, and H i, i = 1,..., r, are Stäckel-equivalent. The condition (2) guarantees that the above transformation is invertible. Indeed, consider the dual of the identity (3), that is, H si [ Φ] = α i, i = 1,..., k, (5) where the subscript [ Φ] means that we have substituted H si for α i for all i = 1,...,k. It is readily seen that by the implicit function theorem the condition (2) guarantees that we can solve (5) with respect to H sj, j = 1,...,k. If we do this and define the remaining Hamiltonians H i by the formulas H i = H i [ Φ], i = 1,...,r, i s j for j = 1,...,k, (6) then it is straightforward to verify that (3) and (4) hold identically. In other words, the formulas (5) and (6) define the inverse of the transformation defined using (3) and (4). Clearly, these two transformations are dual, with the duality transformation swapping H i and H i for all i = 1,..., r and swapping α j and α j for all j = 1,...,k. 3
4 Note that in the special case when the Hamiltonians H i are linear in the parameters α j, the above formulas undergo considerable simplification, and we can explicitly express H i via H i. Namely, let Then equations (3) take the form H i = H (0) i + α j H (j) i, i = 1,...,r. (7) H (0) s i + H sj H (j) s i = α i, i = 1,...,k, (8) and we can readily solve them for H si : H si = det W i / detw, (9) where W is a k k matrix of the form W = H s (1) 1 H s (k) H s (1) k H s (k) k, and W i are obtained from W by replacing H s (i) j by H s (0) j α j for all j = 1,...,k. By (4) we have H i = H (0) i + H sj H (j) i, i = 1,...,r, i s j for j = 1,...,k, (10) where H si are given by (9). It is straightforward to verify that if we set k = 1 then the transformation given by (9) and (10) becomes nothing but the standard Stäckel transform [9], also known as the coupling-constant metamorphosis [15]. It turns out that the k-parametric generalized Stäckel transform preserves the commutativity of the Hamiltonians H i. More precisely, the following assertion holds. Proposition 1 Let H i, i = 1,...,r and H i, i = 1,...,r be related by a k-parameter generalized Stäckel transform generated by H s1,...,h sk. Then the following assertions hold: i) if {H si, H sj } = 0 for all i, j = 1,..., k then { H si, H sj } = 0 for all i, j = 1,...,k; ii) if {H si, H j } = 0 for all i = 1,...,k and all j = 1,...,r then { H si, H j } = 0 for all i = 1,...,k and all j = 1,..., r; iii) if {H i, H j } = 0 for all i, j = 1,...,r then { H i, H j } = 0 for all i, j = 1,...,r. Proof. Prove i) first. For any smooth functions f and g on M that further depend on the parameters α 1,...,α k, we have the following easy identities: {f, g} = {f, g} + ( f/ α j ) { H sj, g}, (11) 4
5 {f, g } = {f, g} + k ( f/ α j ) { H sj, g} + k ( g/ α j ) {f, H sj } + k ( f/ α i ) ( g/ α j ) { H si, H sj }. i, Using the assumption {H si, H sj } = 0 and (3), we find that (12) 0 = { α i H si, α j H sj } = {H si H si, H sj H sj }, whence {H si H si, H sj H sj } = 0. Writing out the Poisson bracket on the left-hand side of the latter identity using (11) for the brackets {H si, H sj } and {H si, H sj } and (12) for the bracket {H si, H sj } we obtain ( H si / α p ) ( H sj / α q ) { H sp, H sq } = 0, p,q=1 whence using (2) we readily find that for all p, q = 1,...,k we have { H sp, H sq } = 0. However, Hsp are independent of α q for all q = 1,...,k, so { H si, H sj } = { H si, H sj } = 0, and the result follows. As we have already proved i), to prove ii) we only need to show that if {H si, H j } = 0 for all i = 1,..., k and all j = 1,...,r then { H si, H j } = 0 for all i = 1,..., k and all j = 1,..., r such that j s p for all p = 1,..., k. As H i, i = 1,...,r, are independent of α p for all p = 1,...,k by construction, we have { H si, H j } = { H si, H j }. Moreover, as j s p for all p = 1,..., k by assumption, by virtue of (4) the relation { H si, H j } = 0 is equivalent to { H si, H j } = 0. In turn, using (11) we can rewrite the Poisson bracket { H si, H j } as follows: { H si, H j } = { H si, H j } As { H sp, H si } = 0 by i), we see that ( H j / α p ) { H sp, H si } { H si, H j } = { H si, H j }. Now, in analogy with the proof of i), consider the identity 0 = { α p, H j } = {H sp, H j }. 5 p=1
6 Using (11) and our assumptions yields 0 = {H sp, H j } = ( H sp / α i ) { H si, H j }. i=1 Finally, using (2) we conclude that { H si, H j } = 0, (13) whence { H si, H j } = 0, and the result follows. Part iii) is proved in analogy with ii). Namely, in view of i) and ii) we only need to prove that the conditions {H i, H j } = 0, i, j = 1,..., r imply { H i, H j } = 0 for all i, j = 1,...,r such that i s p and j s p for all p = 1,..., k. For i s p and j s p for all p = 1,...,k we have { H i, H j } = {H i, H j } Using (12) and (13) we find that {H i, H j } = 0, and the result follows. Note that the computations in the above proof bear considerable resemblance with those in the theory of Hamiltonian systems with second-class constraints, see e.g. the classical work by Dirac [12]. From Proposition 1 it is immediate that the transformation defined by (3) and (4) preserves (super)integrability. Namely, under the assumptions of Proposition 1, iii) let dim M = 2n, rank P = 2n, and r = n. Then the dynamical system associated with any of H i is Liouville integrable, as it has n commuting functionally independent integrals, H j, j = 1,..., n, in involution. But by Proposition 1, iii) the dynamical system associated with any of H i enjoys the same property, the required involutive integrals of motion now being H i, i = 1,...,n. Likewise, under the assumptions of Proposition 1, ii) let dim M = 2n, rankp = 2n, and r > n. Then the Hamiltonian H sj is superintegrable for any j {1,...,k} as it has r > n integrals H i, i = 1,...,r, and by Proposition 1, ii) H sj is superintegrable for any j {1,...,k} as well, the integrals now being H i, i = 1,...,r. The multiparametric generalized Stäckel transform can be thought of as a very powerful tool for solving the Hamilton Jacobi equations (and hence the equations of motion) for Hamiltonian dynamical systems. Indeed, if we can solve the stationary Hamilton Jacobi equations for the transformed Hamiltonians H i, then we can do this for the original Hamiltonians H i as well, and vice versa, see Proposition 4 below for further details. Moreover, the separation of variables in the Hamilton Jacobi equation is nothing but a particular case of the generalized Stäckel transform. Indeed, suppose that M = R 2n, P is a canonical Poisson structure on M, and λ i, µ i, i = 1,...,n, are the Darboux coordinates for P, i.e., we have {λ i, µ j } = δ ij, {λ i, λ j } = 0, {µ i, µ j } = 0, i, j = 1,...,n. Let λ = (λ 1,...,λ n ) and µ = (µ 1,...,µ n ). Let r = k = n, s i = i, i = 1,..., n, and let H i = ϕ i (λ i, µ i, α 1,...,α n ), i = 1,...,n, 6
7 so for i j we have H i / λ j = H i / µ j = 0. Further assume that (2) holds and define H i = H i (λ, µ, α 1,..., α n ), i = 1,...,n, by means of (3). It is immediate that {H i, H j } = 0 for all i, j = 1,...,n and therefore by Proposition 1, i) we have { H i, H j } = 0, i, j = 1,...,n. (14) By the implicit function theorem the condition (2) ensures that the system of the stationary Hamilton Jacobi equations for H i, H i (λ, S/ λ, α 1,..., α n ) = Ẽi, i = 1,..., n, (15) is equivalent (see (5)) to the system of the stationary Hamilton Jacobi equations for H i with α i replaced by Ẽi: ϕ i (λ i, S/ λ i, Ẽ1,..., Ẽn) = α i, i = 1,...,n. (16) The system (16) is in the separated form, i.e., it is in fact a system of ordinary differential equations for S, and we have a separated complete integral for (16), and therefore for (15), of the form S = n S j (λ j, Ẽ1,...,Ẽn, α j, β j ), (17) where β j are arbitrary constants and for each i the function S i is a general solution of the ordinary differential equation ϕ i (λ i, ds i /dλ i, Ẽ1,...,Ẽn) = α i. Of course, the existence of the separated complete integral (17) for (15) means that λ i, µ i, i = 1,..., n, are separation coordinates for H j, j = 1,..., n. The relations (3) in our case are nothing but the separation relations for H j in the sense of [27], and (14) reproduces the well-known result on commutativity of separable Hamiltonians. Thus, the generalized Stäckel transform indeed includes the separation of variables as a particular case. 2 Reciprocal transformations for the equations of motion Recall that the equations of motion associated with a Hamiltonian H and a Poisson structure P on M read (see e.g. [3]) dx b /dt H = (X H ) b, b = 1,..., dim M, (18) where x b are local coordinates on M, X H = PdH is the Hamiltonian vector field associated with H, and t H is the corresponding evolution parameter (time). Here and below the differentials are computed under the assumption that the parameters are considered to be constant, i.e., if H = H(x, α 1,...,α k ) then in the local coordinates x b on M we have dh = dim M b=1 H x bdxb. 7
8 Suppose that {H si, H sj } = 0 for all i, j = 1,...,k,and consider simultaneously the equations of motion (18) for the Hamiltonians H si with the times t si and for H si with the times t si : dx b /dt si = (X Hsi ) b, b = 1,...,dim M, i = 1,...,k, (19) dx b /d t si = (X Hsi ) b, b = 1,...,dim M, i = 1,...,k. (20) In analogy with [15] consider a reciprocal transformation (see e.g. [23, 25, 26] for general information on such transformations) relating the times t si and t sj : d t si = ( ) Hsj dt sj, i = 1,..., k. (21) α i Proposition 2 Under the assumptions of Proposition 1, i), consider the equations of motion (19) for H si, i = 1,...,k, restricted onto the common level surface N α = {x M H si (x, α 1,...,α k ) = α i, i = 1,...,k} of H si. Then the transformation (21) is well defined on these restricted equations of motion and sends them into the equations of motion (20) for H si, i = 1,..., k, restricted onto the common level surface Ñ α = {x M H si (x, α 1,..., α k ) = α i, i = 1,...,k} of Hsi. Proof. First of all show that (21) is well-defined, that is, we have 2 t si t sp t sq = by virtue of equations (19) restricted onto N α. Using (21) we find that (22) boils down to ( ) Hsp α i = t sq N α 2 t si t sq t sp, p, q = 1,..., k, (22) ( ) Hsq α i In turn, using (19) we readily find that (23) takes the form { ( Hsp ) } { ( Hsq ) }, H sq =, H sp, α i α i N α N α t sp, p, q = 1,..., k. (23) N α and the latter equality can be proved by taking the partial derivative of the relation {H sp, H sq } = 0 with respect to α i. Next, Eq.(21) yields d/dt si = ( ) Hsi d/d t sj, α j i = 1,...,k. 8
9 Taking into account (19) and (20) we conclude that we have to prove that ( ( Hsi ) ) X Hsi N α = X α j Hsj N α, i = 1,...,k, (24) N α where N α denotes restriction onto N α. As X H = PdH for any smooth function H on M, Eq.(24) boils down to ( ( ( ) )) Hsi P dh si + d α H sj = 0, i = 1,...,k. (25) j N α On the other hand, taking the differential of (3) we obtain (dh si ) + ( ) Hsi (d α H sj ) = 0, i = 1,..., k. (26) j As H sj are independent of α p for all p = 1,...,k we have (d H sj ) = d H sj, so (26) yields ( ) Hsi d α H sj = (dh si ), j and (24) takes the form ( P ( dhsi (dh si ) )) N α = 0, i = 1,...,k. In the local coordinates x b on M we have ( ( ( ( ) ( ( )) dim M H si Hsi P dhsi (dh si ) = P N α b=1 x b x b ( ( ) ) = dim M H si Hsi ( ) Pdx b, i = 1,..., k. x b x b N α N α b=1 ) dx b )) N α (27) By virtue of (3) and (5) N α and Ñα represent the same submanifold of M, whence ( ( ) ) ( H si Hsi ( ) ) H si Hsi ( ) ( ) Hsi Hsi = = = 0. x b x b x b x b x N α Ñα b Ñ α x b Ñ α We used here an easy identity ( ( Hsi ) ) x b = Ñα ( ) Hsi x b Ñ α. Thus, the left-hand side of (27), and therefore that of (25), vanishes, and the result follows. Now assume that all H i are in involution: {H i, H j } = 0, i, j = 1,...,r. Then by Proposition 1 so are H i, i.e., { H i, H j } = 0, i, j = 1,...,r, 9
10 and we can consider two sets of simultaneous evolutions, dx b /dt i = (X Hi ) b, b = 1,..., dim M, i = 1,...,r, (28) dx b /d t i = (X Hi ) b, b = 1,..., dim M, i = 1,...,r, (29) and the extension of (21), r ( ) Hj d t si = dt j, i = 1,...,k, α i t q = t q, q = 1, 2,...,r, q s p for any p = 1,...,k. (30) In analogy with Proposition 2 we can prove the following result. Proposition 3 Under the assumptions of Proposition 1, iii), consider the equations of motion (28) for H i, i = 1,..., r, restricted onto N α. Then the transformation (30) is well defined on these restricted equations of motion and sends them into the equations of motion (29) for H i, i = 1,..., r, restricted onto Ñα. Note that the transformations from Propositions 2 and 3 do not change the dynamical variables x. In particular, under the assumptions of Proposition 2 for any given i from 1 to k the trajectories of the dynamical system associated with H si are identical to those of the dynamical system associated with H si, if we consider the trajectories as non-parametrized curves. In other words, the transformation (21) amounts to the reparametrization of the times associated with H sj for all j = 1,...,k. Notice, however, that the reparametrization in question is different for different trajectories, as one can readily infer from (21). 3 Canonical Poisson structure Let P be a canonical Poisson structure on M = R 2n. Then the Hamilton Jacobi equations for H i and H i have a common solution, cf. [9]. Namely, we have the following generalization of the results of [9] to the Hamiltonians that are not necessarily quadratic in the momenta: Proposition 4 Under the assumptions of Proposition 1, i) let M = R 2n, P be a canonical Poisson structure on M, and λ i, µ i, i = 1,...,n, be the Darboux coordinates for P, i.e., {λ i, µ j } = δ ij. Let λ = (λ 1,...,λ n ) and µ = (µ 1,...,µ n ). Let S = S(λ, α 1,...,α k, E s1,...,e sk, a 1,...,a n k ), where a i are arbitrary constants, be a complete integral of the stationary Hamilton Jacobi equation for the Hamiltonians H si = H si (λ, µ, α 1,...,α k ), H si (λ, S/ λ, α 1,...,α k ) = E si, i = 1,...,k. If we set E si = α i and α i = Ẽs i for all i = 1,..., k then S also is a complete integral of the stationary Hamilton Jacobi equation for the Hamiltonians H si = H si (λ, µ, α 1,... α k ), H si (λ, S/ λ, α 1,... α k ) = Ẽs i. 10
11 Moreover, if the assumptions of Proposition 1, iii) are satisfied as well, and r n, let S = S(λ, α 1,...,α k, E 1,..., E r, a 1,...,a n r ) (31) where a i are arbitrary constants, be a complete integral for the system of stationary Hamilton Jacobi equations H i (λ, S/ λ, α 1,...,α k ) = E i, i = 1,..., r. If we set α j = Ẽs j, E sj = α j, j = 1,...,k, and E i = Ẽi, i = 1,..., r, i s p for all p = 1,...,k, then S (31) is also a complete integral for the system H i (λ, S/ λ, α 1,..., α k ) = Ẽi, i = 1,..., r. As for the equations of motion, in addition to general Propositions 2 and 3, a somewhat more explicit result can be obtained by straightforward computation. Corollary 1 Under the assumptions of Proposition 3 let M = R 2n, P be a canonical Poisson structure on M, and λ i, µ i, i = 1,..., n be the Darboux coordinates for P, that is, we have {λ i, µ j } = δ ij, {λ i, λ j } = 0, {µ i, µ j } = 0, i, j = 1,..., n. Let λ = (λ 1,...,λ n ) and µ = (µ 1,...,µ n ). Suppose that r = n, 2 H i / α j µ = 0 for all i = 1,...,n and all j = 1,...,k, and that λ j, j = 1,..., n, can be chosen as local coordinates on the Lagrangian submanifold N E = {(λ, µ) M H i (λ, µ, α 1,...,α k ) = E i, i = 1,...,n} (in other words, the system H i (λ, µ, α 1,...,α k ) = E i, i = 1,...,n, can be solved for µ), and that we have α j = Ẽs j, E sj = α j, j = 1,..., k, and E i = Ẽi, i = 1,..., n, i s p for all p = 1,...,k. (32) Then the reciprocal transformation (30) turns the system dλ/dt i = ( H i / µ) NE, i = 1,...,n, (33) into dλ/d t i = ( H i / µ) ÑẼ, i = 1,...,n, (34) where ÑẼ = {(λ, µ) M H i (λ, µ, α 1,..., α k ) = Ẽi, i = 1,..., n}. Recall that N E and NẼ in fact represent the same Lagrangian submanifold of M, cf. proof of Proposition 1. For instance, if we have k = 1, and let α 1 α, s 1 = s, and H i = 1 2 (µ, G i(λ)µ) + V i (λ) + αw i (λ), i = 1,...,n, (35) where (, ) stands for the standard scalar product in R n and G i (λ) are n n matrices, then the system (33) reads dλ/dt i = G i (λ)m, (36) where µ = M(λ, α, E 1,...,E n ) is a general solution of the system H i (α, λ, µ) = E i, i = 1,...,n. 11
12 If we eliminate M from (36) then we obtain the dispersionless Killing systems (cf. [8]) λ ti = G i (G s ) 1 λ ts, i = 1, 2,..., s 1, s + 1,...,n, (37) and the reciprocal transformation (30), which in our case reads n d t s = W i (λ)dt i, t i = t i, i s, i=1 turns (37) into λ t i = G i ( G s ) 1 λ t s, i = 1, 2,..., s 1, s + 1,...,n, (38) where the contravariant metrics G s = G s /W s and G i = G i W i G s /W s, i = 1, 2,...,s 1, s+1,...,n, are related to the Hamiltonians H i = 1 2 (µ, G i (λ)µ) + Ṽi(λ) + α W i (λ), i = 1,...,n, (39) which are Stäckel-equivalent to H i, i = 1,...,n. 4 Solving the reduced equations of motion We can now apply Proposition 4 in order to obtain the solutions of equations of motion (33) and (34) as follows: Corollary 2 Under the assumptions of Corollary 1, suppose that S = S(λ, α 1,...,α k, E 1,...,E n ) (40) is a complete integral for the system of stationary Hamilton Jacobi equations H i (λ, S/ λ, α 1,...,α k ) = E i, i = 1,...,n. Then a general solution of (33) for i = d can be written in implicit form as S/ E j = δ jd t d + b j, j = 1,..., n, (41) where b j are arbitrary constants, and by virtue of (32) a general solution of (34) for i = d can be written in implicit form as S/ Ẽj = δ jd t d + b j, j = 1,..., n. (42) Comparing (41) and (42) and using (32) we readily see that, in perfect agreement with (30), t i = t i for i s 1,...,s k, but t sj = S/ E sj b sj = S/ α j b sj while t sj = S/ Ẽs j b sj = S/ α j b sj. Thus, the above approach does not yield an explicit formula expressing t sj as functions of λ, µ, and t si. In order to find a complete integral (40) we can use separation of variables as follows (see e.g. [27, 7] and references therein; cf. also the discussion in Section 1). Under the assumptions of Corollary 2 suppose that λ i, µ i, i = 1,..., n, are separation coordinates for the Hamiltonians H i, i = 1,..., n, that is, the system of equations H i (λ, µ, α 1,..., α k ) = E i, i = 1,...,n, is equivalent to the following one: ϕ i (λ i, µ i, α 1,...,α k, E 1,...,E n ) = 0, i = 1,...,n, (43) 12
13 which is nothing but the set of the separation relations on the Lagrangian submanifold N E. On the other hand, under the identification (32) the system (43) is equivalent to H i (λ, µ, α 1,..., α k ) = Ẽi, i = 1,..., n. (44) Thus, the Stäckel-equivalent n-tuples of Hamiltonians share the separation relations (43) provided (32) holds. Consider the system of stationary Hamilton Jacobi equations for H i H i (λ, S/ λ, α 1,...,α k ) = E i, i = 1,...,n. (45) By the above, (45) is equivalent to the system ϕ i (λ i, S/ λ i, α 1,...,α k, E 1,..., E n ) = 0, i = 1,..., n. (46) Suppose that (43) can be solved for µ i, i = 1,..., n: µ l = M l (λ l, α 1,...,α k, E 1,..., E n ), l = 1,...,n. Then there exists a separated complete integral of (46), and hence of (45), of the form (cf. e.g. [7]) n S = M l (λ l, α 1,...,α k, E 1,...,E n )dλ l, (47) l=1 and general solutions for (33) and (34) can be found using the method of Corollary 2. In this case the formulas (41) take the form n ( M i (λ i, α 1,...,α k, E 1,...,E n )/ E j )dλ i = δ jd t d + b j, j = 1,...,n, (48) i=1 and expressing λ i as functions of t d from (48) is nothing but a variant of the Jacobi inversion problem. In particular, for d = s i we have n t si + b si = S/ Ẽs i = S/ α i = ( M l (λ l, α 1,...,α k, E 1,..., E n )/ α i )dλ l, i = 1,..., k. l=1 5 Generalized Stäckel transform and deformations of separation curves Under the assumptions of Corollary 1, suppose that λ i, µ i, i = 1,...,n, are separation coordinates for the n-tuple of commuting Hamiltonians H i, i = 1,...,n. Then the Lagrangian submanifold N E is defined by n separation relations (43). Further assume that all functions ϕ i are identical, ϕ i = ϕ(λ i, µ i, α 1,...,α k, E 1,...,E n ), i = 1,..., n. (49) Then relations (43) mean that the points (λ i, µ i ), i = 1,..., n, belong to the separation curve [27, 7] ϕ(λ, µ, α 1,...,α k, E 1,...,E n ) = 0. (50) 13
14 If the relations ϕ(λ i, µ i, α 1,..., α k, H 1,...,H n ) = 0, i = 1,..., n, uniquely determine the Hamiltonians H i for i = 1,...,n, then for the sake of brevity we shall say that H i for i = 1,..., n have the separation curve ϕ(λ, µ, α 1,...,α k, H 1,...,H n ) = 0. (51) Fixing values of all Hamiltonians H i = E i, i = 1,..., n, picks a particular Lagrangian submanifold from the Lagrangian foliation. It is also clear that the Stäckel-equivalent n-tuples of the Hamiltonians H i, i = 1,..., n, and H i, i = 1,..., n, share the separation curve (51) provided (3) and (5) hold. In the rest of this section we shall deal with a special class of separation curves of the form (cf. e.g. [7] and references therein) n H j λ β j = ψ(λ, µ), (52) where β j are arbitrary pairwise distinct non-negative integers, β 1 > β 2 > > β n. In fact one always can impose the normalization β n = 0 by diving the left- and right-hand side of (52) by λ βn if necessary, but we shall not impose this normalization in the present paper. For a given n, each class of systems (52) is labelled by a sequence (β 1,...,β n ) while a particular system from a class is given by a particular choice of ψ(λ, µ). In particular, the choice ψ(λ, µ) = 1 2 f(λ)µ2 +γ(λ) yields the well-known classical Stäckel systems. All these systems admit the separation of variables in the same coordinates (λ i, µ i ) by construction. We shall refer to the class with the separation curve n H j λ n j = ψ(λ, µ) (53) as to the seed class. Note that if ψ(λ, µ) = 1 2 f(λ)µ2 + γ(λ) we obtain precisely the Benenti class of Stäckel systems [1, 2]. The seed class is a rather general one: it includes the majority of known integrable systems with natural Hamiltonians [7]. It turns out that, roughly speaking, the n-tuple of Hamiltonians having the general separation curve (52) can be related via a suitably chosen generalized multiparameter Stäckel transform to an n-tuple of Hamiltonians having the separation curve (53) from the seed class. The exact picture is a bit more involved, as in fact we need to consider the deformations of the curves in question. Define first an operator R f k that acts as follows: R f k (F) = F + fλk (λ k /k!)( k F/ λ k ) λ=0. For instance, we have Let ( s ) a j λ j = fλ k + R f k j=0 s a j λ j. j=0,j k F 0 = n H j λ n j and F0 = n H j λ n j. 14
15 For any integer m define [7] the so-called basic separable potentials V (m) j by means of the relations that must hold for λ = λ i, i = 1,...,n. λ m + n V (m) j λ n j = 0 (54) Under the assumptions of Corollary 1, consider an n-tuple of commuting Hamiltonians of the form H i = H (0) i + where γ j, j = 1,..., k, are pairwise distinct integers. Suppose that the Hamiltonians (55) have the separation curve of the form α j V (γ j) i, (55) α j λ γ j + F 0 = ψ(λ, µ), (56) where γ j > n 1 for all j = 1,...,k and γ i γ j if i j for all i, j = 1,..., k. Now pick k n distinct numbers s i {1,..., n} and define the Hamiltonians H i by means of the following separation curve H sj λ γ j + R α 1 n s 1 R α k n s k ( F 0 ) = ψ(λ, µ). (57) This means that H i are the solutions of the system of linear algebraic equations obtained from (57) upon substituting λ i for λ and µ i for µ into (57) for i = 1,...,n. Proposition 5 Under the above assumptions the n-tuple of Hamiltonians H i, i = 1,...,n, is Stäckelequivalent to H i, i = 1,...,n. The n-parameter generalized Stäckel transform in question reads as follows: H si = det B i / det B, (58) where B = V (γ 1) s 1 V (γ k) s V (γ 1) s k V (γ k) s k is a k k matrix, and B i are obtained from B by replacing V (γ i) s j by H s (0) j α j for all j = 1,...,k; H i = H (0) i + H sj V (γ j) i, i = 1,...,r, i s j for j = 1,..., k, (59) where H si are given by (58). 15
16 Proof. First of all, note that the above formulas for H i indeed constitute the Stäckel transform, as Eq.(58) is readily seen to imply the relations of the type (3), namely H (0) s i + H sj V (γ j) s i = α i, i = 1,..., k, (60) cf. the discussion after (8). Now we only have to prove that the Hamiltonians H i defined by (58) and (59) have the separation curve (57). As we have already mentioned above, the Stäckel-equivalent n-tuples of separable commuting Hamiltonians share the separation relations provided (32) holds. Therefore, in order to prove our claim it suffices to show that the separation curves (56) and (57) can be identified by virtue of (60). Indeed, upon plugging the relations λ γ j = n p=1 V (γ j) p λ n p, j = 1,...,k, (61) that follow from (54) into (56), collecting the coefficients at the powers of λ, and taking into account (55), the separation curve (56) takes the form n H (0) j λ n j = ψ(λ, µ). (62) On the other hand, plugging (61) into (57) and proceeding in a similar fashion as above, we obtain ( n ) H sj V (γ j) p λ n p + R α 1 n s 1 R α k n s k ( F 0 ) = ψ(λ, µ). (63) p=1 By virtue of the relations (60), which can be further rewritten as H (0) s i = H sj V (γ j) i + α i, i = 1,..., k, along with (59), we find that the curves (63) and (62) are indeed identical, and hence so are the curves (57) and (56). Remark 1 In fact the above argument can be inverted, that is, we can obtain the relations (60) (and hence (58)) and (59) by requiring the curves (56) and (57) to coincide and comparing the coefficients at the powers of λ on the left-hand sides of these curves, or equivalently (by virtue of (54)), of (63) and (62). As a final remark, note that upon setting the parameters α i and α i to zero for all i = 1,...,k the formulas (58) and (59) indeed relate the Hamiltonians H i with the separation curve (53) and the Hamiltonians H i with the separation curve (52). In this case we essentially recover the formulas from [7] relating the Hamiltonians from the seed class and from the so-called r-hole deformation thereof (in our language, the deformed systems are precisely those having the separation curve (52)) up to a suitable renumeration of the Hamiltonians H i. 16
17 6 Examples As a simple illustration of the above results, consider the Hamiltonian systems on a four-dimensional phase space M = R 4 with the coordinates (p 1, p 2, q 1, q 2 ) and canonical Poisson structure. For our first example let k = 1, r = 2, s 1 = 2, α 1 α and α 1 α. Consider the Hamiltonian H 1 = 1 2 p p2 2 + α(q2 1 q2 2 ) q 2 p 2 2α 2 q 2 1, which is Liouville integrable because it Poisson commutes with H 2 = q 1p 2 q 2 p 1 2αq 1 q 2 p 2. The above pair of commuting Hamiltonians was found by analogy with one of the models from [16]. The relation (3) in our case takes the form q 1 p 2 q 2 p 1 2 H 2 q 1 q 2 p 2 = α, whence and therefore by virtue of (4) we have H 2 = q 1p 2 q 2 p 1 αp 2 2q 1 q 2, H 1 = q2 1 + q2 2 2 αq 1 p 1 p 2 + α(q2 1 αq 1 + q2) 2 p 2 2q 1 q 2 2q 1 q By Proposition 1, ii) the relation {H 1, H 2 } = 0 implies { H 1, H 2 } = 0, so H 1 is Liouville integrable just like H 1. Interestingly enough, in this example the generalized Stäckel transform sends the Hamiltonian H 1 into a natural geodesic Hamiltonian H 1, but the metrics associated with H 1 is not flat and, moreover, has nonconstant scalar curvature unlike the metrics associated with H 1. By Proposition 2 the reciprocal transformation ( t 1 = t 1, d t 2 = 2q 1 p 1 + (q2 1 2 αq 1 + q2 2)p ) 2 dt 1 + 2q 1q 2 dt 2 q 2 p 2 takes the equations of motion for H 1 and H 2, with the respective evolution parameters t 1 and t 2, restricted onto the common level surface N α = {x R 4 H 1 (x, α 1, α 2 ) = α 1, H 2 (x, α 1, α 2 ) = α 2 } into the equations of motion for H 1 and H 2, with the respective evolution parameters t 1 and t 2, restricted onto the common level surface Ñα = {x R 4 H 1 (x, α 1, α 2 ) = α 1, H 2 (x, α 1, α 2 ) = α 2 }. It is easily seen that Ñα and N α represent the same submanifold of R 4. For the second example we set k = r = 2 and consider the (extended) Hénon Heiles system with the Hamiltonian which Poisson commutes with H 1 = 1 2 p ( 2 p2 2 α 1 q1 3 + q ) 1q2 2 α 2 q 1, 2 H 2 = 1 2 q 2p 1 p q 1p 2 2 α 1 17 ( ) q q2 1q2 2 q2 2 α
18 The separation curve for the system in question belongs to the seed class and reads α 1 λ 4 + α 2 λ 2 + H 1 λ + H 2 = λµ 2 /2. (64) The separation coordinates (λ i, µ i ), i = 1, 2, are related to p s and q s by the formulas q 1 = λ 1 + λ 2, q 2 = 2 λ 1 λ 2, p 1 = λ 1µ 1 + λ 2µ 2, p 2 = ( µ1 λ 1 λ 2 + µ ) 2. λ 1 λ 2 λ 2 λ 1 λ 1 λ 2 λ 2 λ 1 Let s 1 = 1, s 2 = 2, k = r = 2. Then (55) and (58) yield the following deformation of H 1 and H 2 : H 1 = 2 q 1 q 2 2 p q 3 2 H 2 = 4q2 1 + q2 2 2q 1 q (q q2 1 ) q 1 q 2 2 p 1 p 2 2(q q2 1 ) p 2 q 1 q q 1 q2 2 p 2 1 4(q q2 1 ) q 3 2 α 1 8(q q2 1 ) α q The corresponding separation curve reads (see Proposition 5) α α q2 4 2, p 1 p q q2 1 q2 2 + q4 2 p 2 q 1 q2 4 2 H 1 λ 4 + H 2 λ 2 + α 1 λ + α 2 = λµ 2 /2. (65) Using Proposition 2 and in analogy with the previous example we readily find that the reciprocal transformation (30) for the equations of motion restricted onto the appropriate Lagrangian manifolds in our case takes the form d t 1 = ( q q 1q Acknowledgments ) ( ) q 4 dt q2 1 q2 2 dt 2, d t 2 = q1 2 4 dt 1 + q2 2 4 dt 2. This research was supported in part by the Czech Grant Agency (GAČR) under grant No. 201/04/0538, by the Ministry of Education, Youth and Sports of the Czech Republic (MŠMT ČR) under grant MSM , by Silesian University in Opava under grant IGS 10/2007, and by the Polish State Committee For Scientific Research (KBN) under the KBN Research Grant No. 1 PO3B A.S. appreciates the warm hospitality of the Institute of Physics of the Adam Mickiewicz University, where the present work was completed. A.S. would also like to thank Prof. W. Miller, Jr. and Prof. S. Rauch-Wojciechowski for stimulating discussions. References [1] S. Benenti, Orthogonal separable dynamical systems, in: Differential geometry and its applications (Opava, 1992), Math. Publ., 1, Silesian University in Opava, Opava, 1993, pp ; available online at 18
19 [2] S. Benenti, Intrinsic characterization of the variable separation in the Hamilton- Jacobi equation, J. Math. Phys. 38, (1997); preprint version available at benenti/ricerca/icvs.pdf [3] M. B laszak, Multi-Hamiltonian theory of dynamical systems, Springer-Verlag, Berlin etc., [4] M. B laszak, On separability of bi-hamiltonian chain with degenerated Poisson structures, J. Math. Phys. 39, (1998). [5] M. B laszak and Wen-Xiu Ma, Separable Hamiltonian equations on Riemann manifolds and related integrable hydrodynamic systems, J. Geom. Phys. 47, (2003); preprint nlin.si/ (arxiv.org) [6] M. B laszak and A. Sergyeyev, Maximal superinegrability of Benenti systems, J. Phys. A: Math. Gen. 38, L1 L5 (2005); preprint nlin.si/ (arxiv.org) [7] M. B laszak, Separable systems with quadratic in momenta first integrals, J. Phys. A: Math. Gen. 38, (2005); preprint nlin.si/ (arxiv.org) [8] M. B laszak and K. Marciniak, From Stäckel systems to integrable hierarchies of PDE s: Benenti class of separation relations, J. Math. Phys. 47, (2006); preprint nlin.si/ (arxiv.org) [9] C.P. Boyer, E.G. Kalnins, and W.Miller, Jr., Stäckel-equivalent integrable Hamiltonian systems, SIAM J. Math. Anal., 17, (1986); see also miller/stackel.pdf [10] A. Cannas da Silva, Lectures on symplectic geometry. Lecture Notes in Mathematics, Springer- Verlag, Berlin, [11] M. Crampin and W. Sarlet, A class of non-conservative Lagrangian systems on Riemannian manifolds, J. Math. Phys. 42, (2001). [12] P.A.M. Dirac, Lectures on Quantum Mechanics. Yeshiva Press, New York, [13] E. V. Ferapontov, Integration of weakly nonlinear hydrodynamic systems in Riemann invariants, Phys. Lett. A 158, (1991). [14] E. V. Ferapontov and A. P. Fordy, Separable Hamiltonians and integrable systems of hydrodynamic type, J. Geom. Phys. 21, (1997). [15] J. Hietarinta, B. Grammaticos and B. Dorizzi and A. Ramani, Coupling-Constant Metamorphosis and Duality between Integrable Hamiltonian Systems, Phys. Rev. Lett. 53, (1984). [16] J. Hietarinta, New Integrable Hamiltonians with Transcendental Invariants, Phys. Rev. Lett. 52, (1984). [17] E.G. Kalnins, J.M. Kress, W.Miller, Jr., P. Winternitz, Superintegrable systems in Darboux spaces, J. Math. Phys. 44, (2003); preprint version at [18] E.G. Kalnins, J.M. Kress, W. Miller, Jr. Second order superintegrable systems in conformally flat spaces. II. The classical two-dimensional Stäckel transform, J. Math. Phys. 46, (2005); preprint version at miller/supstructure2.pdf 19
20 [19] E.G. Kalnins, J.M. Kress, W. Miller, Jr. Second order superintegrable systems in conformally flat spaces. V. The classical 3D Stäckel transform and 3D classification theory, J. Math. Phys. 47, (2006). [20] E. Kalnins, Separation of variables for Riemannian spaces of constant curvature, John Wiley & Sons, New York, Online at miller/variableseparation.html [21] C. Lanczos, The Variational Principles of Mechanics, University of Toronto Press, Toronto, [22] W. Miller, Jr., Symmetry and separation of variables, Addison-Wesley, Reading, MA etc., 1977; available online at miller/separationofvariables.html [23] W. Oevel and C. Rogers, Gauge transformations and reciprocal links in (2+1) dimensions, Rev. Math. Phys. 5, (1993); preprint version available at walter/publications/gauges ps [24] S. Rauch-Wojciechowski, K. Marciniak and M. B laszak, Two Newton decompositions of stationary flows of KdV and Harry Dym hierarchies, Physica A 233, (1996); see also krzma/publications/ [25] C. Rogers and W.F. Shadwick, Bäcklund Transformations and Their Applications, Mathematics in Science and Engineering Series, New York, Academic Press, [26] B.L. Roždestvenskiĭ, N.N. Janenko, Systems of quasilinear equations and their applicatons to gas dynamics, Translations of Mathematical Monographs, Vol. 55, Providence, RI, AMS, [27] E.K. Sklyanin, Separation of variables new trends, Progr. Theoret. Phys. Suppl. 118, (1995); preprint solv-int/ (arxiv.org) [28] A.V. Tsiganov, Canonical transformations of the extended phase space, Toda lattices and the Stäckel family of integrable systems, J. Phys. A: Math. Gen. 33, (2000); preprint solv-int/ (arxiv.org). [29] A.V. Tsiganov, The Maupertuis Principle and Canonical Transformations of the Extended Phase Space, J. Nonlin. Math. Phys. 8, (2001); preprint solv-int/ (arxiv.org). [30] A.P. Veselov, Time change in integrable systems, Vestnik Moskov. Univ. Ser. I Mat. Mekh., no. 5, and 104 (1987), in Russian. 20
Generalized Stäckel Transform and Reciprocal Transformations for Finite-Dimensional Integrable Systems
Generalized Stäckel Transform and Reciprocal Transformations for Finite-Dimensional Integrable Systems Artur Sergyeyev 1 and Maciej B laszak 2 1 Mathematical Institute, Silesian University in Opava, arxiv:0706.1473v4
More informationEquivalence of superintegrable systems in two dimensions
Equivalence of superintegrable systems in two dimensions J. M. Kress 1, 1 School of Mathematics, The University of New South Wales, Sydney 058, Australia. In two dimensions, all nondegenerate superintegrable
More informationarxiv: v2 [nlin.si] 27 Jun 2015
On auto and hetero Bäcklund transformations for the Hénon-Heiles systems A. V. Tsiganov St.Petersburg State University, St.Petersburg, Russia e mail: andrey.tsiganov@gmail.com arxiv:1501.06695v2 [nlin.si]
More informationCanonical Forms for BiHamiltonian Systems
Canonical Forms for BiHamiltonian Systems Peter J. Olver Dedicated to the Memory of Jean-Louis Verdier BiHamiltonian systems were first defined in the fundamental paper of Magri, [5], which deduced the
More informationEvolutionary Hirota Type (2+1)-Dimensional Equations: Lax Pairs, Recursion Operators and Bi-Hamiltonian Structures
Symmetry, Integrability and Geometry: Methods and Applications Evolutionary Hirota Type +-Dimensional Equations: Lax Pairs, Recursion Operators and Bi-Hamiltonian Structures Mikhail B. SHEFTEL and Devrim
More informationNondegenerate 2D complex Euclidean superintegrable systems and algebraic varieties
Nondegenerate 2D complex Euclidean superintegrable systems and algebraic varieties E. G. Kalnins Department of Mathematics, University of Waikato, Hamilton, New Zealand. J. M. Kress School of Mathematics,
More informationThe Complete Set of Generalized Symmetries for the Calogero Degasperis Ibragimov Shabat Equation
Proceedings of Institute of Mathematics of NAS of Ukraine 2002, Vol. 43, Part 1, 209 214 The Complete Set of Generalized Symmetries for the Calogero Degasperis Ibragimov Shabat Equation Artur SERGYEYEV
More informationMath 396. Quotient spaces
Math 396. Quotient spaces. Definition Let F be a field, V a vector space over F and W V a subspace of V. For v, v V, we say that v v mod W if and only if v v W. One can readily verify that with this definition
More informationPoisson Manifolds Bihamiltonian Manifolds Bihamiltonian systems as Integrable systems Bihamiltonian structure as tool to find solutions
The Bi hamiltonian Approach to Integrable Systems Paolo Casati Szeged 27 November 2014 1 Poisson Manifolds 2 Bihamiltonian Manifolds 3 Bihamiltonian systems as Integrable systems 4 Bihamiltonian structure
More informationComplete sets of invariants for dynamical systems that admit a separation of variables
Complete sets of invariants for dynamical systems that admit a separation of variables. G. Kalnins and J.. Kress Department of athematics, University of Waikato, Hamilton, New Zealand, e.kalnins@waikato.ac.nz
More informationVariable separation and second order superintegrability
Variable separation and second order superintegrability Willard Miller (Joint with E.G.Kalnins) miller@ima.umn.edu University of Minnesota IMA Talk p.1/59 Abstract In this talk we shall first describe
More informationOn Local Time-Dependent Symmetries of Integrable Evolution Equations
Proceedings of Institute of Mathematics of NAS of Ukraine 2000, Vol. 30, Part 1, 196 203. On Local Time-Dependent Symmetries of Integrable Evolution Equations A. SERGYEYEV Institute of Mathematics of the
More informationarxiv:nlin/ v1 [nlin.si] 25 Sep 2006
Remarks on the conserved densities of the Camassa-Holm equation Amitava Choudhuri 1, B. Talukdar 1a and S. Ghosh 1 Department of Physics, Visva-Bharati University, Santiniketan 73135, India Patha Bhavana,
More informationVariable-separation theory for the null Hamilton Jacobi equation
JOURNAL OF MATHEMATICAL PHYSICS 46, 042901 2005 Variable-separation theory for the null Hamilton Jacobi equation S. Benenti, C. Chanu, and G. Rastelli Dipartimento di Matematica, Università di Torino,
More informationON THE SYMMETRIES OF INTEGRABLE PARTIAL DIFFERENCE EQUATIONS
Proceedings of the International Conference on Difference Equations, Special Functions and Orthogonal Polynomials, World Scientific (2007 ON THE SYMMETRIES OF INTEGRABLE PARTIAL DIFFERENCE EQUATIONS ANASTASIOS
More informationGauge Fixing and Constrained Dynamics in Numerical Relativity
Gauge Fixing and Constrained Dynamics in Numerical Relativity Jon Allen The Dirac formalism for dealing with constraints in a canonical Hamiltonian formulation is reviewed. Gauge freedom is discussed and
More informationOn bosonic limits of two recent supersymmetric extensions of the Harry Dym hierarchy
arxiv:nlin/3139v2 [nlin.si] 14 Jan 24 On bosonic limits of two recent supersymmetric extensions of the Harry Dym hierarchy S. Yu. Sakovich Mathematical Institute, Silesian University, 7461 Opava, Czech
More informationCanonicity of Bäcklund transformation: r-matrix approach. I. arxiv:solv-int/ v1 25 Mar 1999
LPENSL-Th 05/99 solv-int/990306 Canonicity of Bäcklund transformation: r-matrix approach. I. arxiv:solv-int/990306v 25 Mar 999 E K Sklyanin Laboratoire de Physique 2, Groupe de Physique Théorique, ENS
More informationSolutions to the Hamilton-Jacobi equation as Lagrangian submanifolds
Solutions to the Hamilton-Jacobi equation as Lagrangian submanifolds Matias Dahl January 2004 1 Introduction In this essay we shall study the following problem: Suppose is a smooth -manifold, is a function,
More informationLiouville integrability of Hamiltonian systems and spacetime symmetry
Seminar, Kobe U., April 22, 2015 Liouville integrability of Hamiltonian systems and spacetime symmetry Tsuyoshi Houri with D. Kubiznak (Perimeter Inst.), C. Warnick (Warwick U.) Y. Yasui (OCU Setsunan
More informationThe Toda Lattice. Chris Elliott. April 9 th, 2014
The Toda Lattice Chris Elliott April 9 th, 2014 In this talk I ll introduce classical integrable systems, and explain how they can arise from the data of solutions to the classical Yang-Baxter equation.
More informationarxiv: v1 [math-ph] 15 Sep 2009
On the superintegrability of the rational Ruijsenaars-Schneider model V. Ayadi a and L. Fehér a,b arxiv:0909.2753v1 [math-ph] 15 Sep 2009 a Department of Theoretical Physics, University of Szeged Tisza
More informationOn implicit Lagrangian differential systems
ANNALES POLONICI MATHEMATICI LXXIV (2000) On implicit Lagrangian differential systems by S. Janeczko (Warszawa) Bogdan Ziemian in memoriam Abstract. Let (P, ω) be a symplectic manifold. We find an integrability
More informationThe Spinor Representation
The Spinor Representation Math G4344, Spring 2012 As we have seen, the groups Spin(n) have a representation on R n given by identifying v R n as an element of the Clifford algebra C(n) and having g Spin(n)
More informationBrief course of lectures at 18th APCTP Winter School on Fundamental Physics
Brief course of lectures at 18th APCTP Winter School on Fundamental Physics Pohang, January 20 -- January 28, 2014 Motivations : (1) Extra-dimensions and string theory (2) Brane-world models (3) Black
More informationSymmetries and Group Invariant Reductions of Integrable Partial Difference Equations
Proceedings of 0th International Conference in MOdern GRoup ANalysis 2005, 222 230 Symmetries and Group Invariant Reductions of Integrable Partial Difference Equations A. TONGAS, D. TSOUBELIS and V. PAPAGEORGIOU
More informationGEOMETRIC QUANTIZATION
GEOMETRIC QUANTIZATION 1. The basic idea The setting of the Hamiltonian version of classical (Newtonian) mechanics is the phase space (position and momentum), which is a symplectic manifold. The typical
More informationSYMPLECTIC GEOMETRY: LECTURE 5
SYMPLECTIC GEOMETRY: LECTURE 5 LIAT KESSLER Let (M, ω) be a connected compact symplectic manifold, T a torus, T M M a Hamiltonian action of T on M, and Φ: M t the assoaciated moment map. Theorem 0.1 (The
More informationA Note on Poisson Symmetric Spaces
1 1 A Note on Poisson Symmetric Spaces Rui L. Fernandes Abstract We introduce the notion of a Poisson symmetric space and the associated infinitesimal object, a symmetric Lie bialgebra. They generalize
More informationThe Helically Reduced Wave Equation as a Symmetric Positive System
Utah State University DigitalCommons@USU All Physics Faculty Publications Physics 2003 The Helically Reduced Wave Equation as a Symmetric Positive System Charles G. Torre Utah State University Follow this
More informationSuperintegrability in a non-conformally-at space
(Joint work with Ernie Kalnins and Willard Miller) School of Mathematics and Statistics University of New South Wales ANU, September 2011 Outline Background What is a superintegrable system Extending the
More informationDuality between constraints and gauge conditions
Duality between constraints and gauge conditions arxiv:hep-th/0504220v2 28 Apr 2005 M. Stoilov Institute of Nuclear Research and Nuclear Energy, Sofia 1784, Bulgaria E-mail: mstoilov@inrne.bas.bg 24 April
More informationWarped product of Hamiltonians and extensions of Hamiltonian systems
Journal of Physics: Conference Series PAPER OPEN ACCESS Warped product of Hamiltonians and extensions of Hamiltonian systems To cite this article: Claudia Maria Chanu et al 205 J. Phys.: Conf. Ser. 597
More informationarxiv: v1 [nlin.si] 25 Mar 2009
Linear quadrilateral lattice equations and multidimensional consistency arxiv:0903.4428v1 [nlin.si] 25 Mar 2009 1. Introduction James Atkinson Department of Mathematics and Statistics, La Trobe University,
More informationIntegrable Hamiltonian systems generated by antisymmetric matrices
Journal of Physics: Conference Series OPEN ACCESS Integrable Hamiltonian systems generated by antisymmetric matrices To cite this article: Alina Dobrogowska 013 J. Phys.: Conf. Ser. 474 01015 View the
More informationVectors. January 13, 2013
Vectors January 13, 2013 The simplest tensors are scalars, which are the measurable quantities of a theory, left invariant by symmetry transformations. By far the most common non-scalars are the vectors,
More informationNondegenerate three-dimensional complex Euclidean superintegrable systems and algebraic varieties
JOURNAL OF MATHEMATICAL PHYSICS 48, 113518 2007 Nondegenerate three-dimensional complex Euclidean superintegrable systems and algebraic varieties E. G. Kalnins Department of Mathematics, University of
More informationGLASGOW Paolo Lorenzoni
GLASGOW 2018 Bi-flat F-manifolds, complex reflection groups and integrable systems of conservation laws. Paolo Lorenzoni Based on joint works with Alessandro Arsie Plan of the talk 1. Flat and bi-flat
More informationPart III Symmetries, Fields and Particles
Part III Symmetries, Fields and Particles Theorems Based on lectures by N. Dorey Notes taken by Dexter Chua Michaelmas 2016 These notes are not endorsed by the lecturers, and I have modified them (often
More informationTangent bundles, vector fields
Location Department of Mathematical Sciences,, G5-109. Main Reference: [Lee]: J.M. Lee, Introduction to Smooth Manifolds, Graduate Texts in Mathematics 218, Springer-Verlag, 2002. Homepage for the book,
More informationTHEODORE VORONOV DIFFERENTIABLE MANIFOLDS. Fall Last updated: November 26, (Under construction.)
4 Vector fields Last updated: November 26, 2009. (Under construction.) 4.1 Tangent vectors as derivations After we have introduced topological notions, we can come back to analysis on manifolds. Let M
More informationTheorem 2. Let n 0 3 be a given integer. is rigid in the sense of Guillemin, so are all the spaces ḠR n,n, with n n 0.
This monograph is motivated by a fundamental rigidity problem in Riemannian geometry: determine whether the metric of a given Riemannian symmetric space of compact type can be characterized by means of
More informationCALCULUS ON MANIFOLDS. 1. Riemannian manifolds Recall that for any smooth manifold M, dim M = n, the union T M =
CALCULUS ON MANIFOLDS 1. Riemannian manifolds Recall that for any smooth manifold M, dim M = n, the union T M = a M T am, called the tangent bundle, is itself a smooth manifold, dim T M = 2n. Example 1.
More informationLECTURE 1: LINEAR SYMPLECTIC GEOMETRY
LECTURE 1: LINEAR SYMPLECTIC GEOMETRY Contents 1. Linear symplectic structure 3 2. Distinguished subspaces 5 3. Linear complex structure 7 4. The symplectic group 10 *********************************************************************************
More informationLecture I: Constrained Hamiltonian systems
Lecture I: Constrained Hamiltonian systems (Courses in canonical gravity) Yaser Tavakoli December 15, 2014 1 Introduction In canonical formulation of general relativity, geometry of space-time is given
More informationRelativistic Collisions as Yang Baxter maps
Relativistic Collisions as Yang Baxter maps Theodoros E. Kouloukas arxiv:706.0636v2 [math-ph] 7 Sep 207 School of Mathematics, Statistics & Actuarial Science, University of Kent, UK September 9, 207 Abstract
More informationLecture II: Hamiltonian formulation of general relativity
Lecture II: Hamiltonian formulation of general relativity (Courses in canonical gravity) Yaser Tavakoli December 16, 2014 1 Space-time foliation The Hamiltonian formulation of ordinary mechanics is given
More informationISOMORPHISMS OF POISSON AND JACOBI BRACKETS
POISSON GEOMETRY BANACH CENTER PUBLICATIONS, VOLUME 51 INSTITUTE OF MATHEMATICS POLISH ACADEMY OF SCIENCES WARSZAWA 2000 ISOMORPHISMS OF POISSON AND JACOBI BRACKETS JANUSZ GRABOWSKI Institute of Mathematics,
More informationGeneralization of the Hamilton-Jacobi approach for higher order singular systems
1 arxiv:hep-th/9704088v1 10 Apr 1997 Generalization of the Hamilton-Jacobi approach for higher order singular systems B. M. Pimentel and R. G. Teixeira Instituto de Física Teórica Universidade Estadual
More informationSuper-conformal surfaces associated with null complex holomorphic curves
Super-conformal surfaces associated with null complex holomorphic curves Katsuhiro Moriya June 26, 2007 Abstract We define a correspondence from a null complex holomorphic curve in four-dimensional complex
More informationSUBTANGENT-LIKE STATISTICAL MANIFOLDS. 1. Introduction
SUBTANGENT-LIKE STATISTICAL MANIFOLDS A. M. BLAGA Abstract. Subtangent-like statistical manifolds are introduced and characterization theorems for them are given. The special case when the conjugate connections
More informationDefinition 5.1. A vector field v on a manifold M is map M T M such that for all x M, v(x) T x M.
5 Vector fields Last updated: March 12, 2012. 5.1 Definition and general properties We first need to define what a vector field is. Definition 5.1. A vector field v on a manifold M is map M T M such that
More informationLagrangian Description for Particle Interpretations of Quantum Mechanics Single-Particle Case
Lagrangian Description for Particle Interpretations of Quantum Mechanics Single-Particle Case Roderick I. Sutherland Centre for Time, University of Sydney, NSW 26 Australia rod.sutherland@sydney.edu.au
More informationChanging sign solutions for the CR-Yamabe equation
Changing sign solutions for the CR-Yamabe equation Ali Maalaoui (1) & Vittorio Martino (2) Abstract In this paper we prove that the CR-Yamabe equation on the Heisenberg group has infinitely many changing
More informationCONSIDERATION OF COMPACT MINIMAL SURFACES IN 4-DIMENSIONAL FLAT TORI IN TERMS OF DEGENERATE GAUSS MAP
CONSIDERATION OF COMPACT MINIMAL SURFACES IN 4-DIMENSIONAL FLAT TORI IN TERMS OF DEGENERATE GAUSS MAP TOSHIHIRO SHODA Abstract. In this paper, we study a compact minimal surface in a 4-dimensional flat
More informationCurves in the configuration space Q or in the velocity phase space Ω satisfying the Euler-Lagrange (EL) equations,
Physics 6010, Fall 2010 Hamiltonian Formalism: Hamilton s equations. Conservation laws. Reduction. Poisson Brackets. Relevant Sections in Text: 8.1 8.3, 9.5 The Hamiltonian Formalism We now return to formal
More informationOn homogeneous Randers spaces with Douglas or naturally reductive metrics
On homogeneous Randers spaces with Douglas or naturally reductive metrics Mansour Aghasi and Mehri Nasehi Abstract. In [4] Božek has introduced a class of solvable Lie groups with arbitrary odd dimension.
More informationarxiv:math-ph/ v1 25 Feb 2002
FROM THE TODA LATTICE TO THE VOLTERRA LATTICE AND BACK arxiv:math-ph/0202037v1 25 Feb 2002 (1) PANTELIS A DAMIANOU AND RUI LOJA FERNANDES Abstract We discuss the relationship between the multiple Hamiltonian
More informationMATH 583A REVIEW SESSION #1
MATH 583A REVIEW SESSION #1 BOJAN DURICKOVIC 1. Vector Spaces Very quick review of the basic linear algebra concepts (see any linear algebra textbook): (finite dimensional) vector space (or linear space),
More informationBACKGROUND IN SYMPLECTIC GEOMETRY
BACKGROUND IN SYMPLECTIC GEOMETRY NILAY KUMAR Today I want to introduce some of the symplectic structure underlying classical mechanics. The key idea is actually quite old and in its various formulations
More informationModels of quadratic quantum algebras and their relation to classical superintegrable systems
Models of quadratic quantum algebras and their relation to classical superintegrable systems E. G, Kalnins, 1 W. Miller, Jr., 2 and S. Post 2 1 Department of Mathematics, University of Waikato, Hamilton,
More informationRelativistic Mechanics
Physics 411 Lecture 9 Relativistic Mechanics Lecture 9 Physics 411 Classical Mechanics II September 17th, 2007 We have developed some tensor language to describe familiar physics we reviewed orbital motion
More informationOn universality of critical behaviour in Hamiltonian PDEs
Riemann - Hilbert Problems, Integrability and Asymptotics Trieste, September 23, 2005 On universality of critical behaviour in Hamiltonian PDEs Boris DUBROVIN SISSA (Trieste) 1 Main subject: Hamiltonian
More informationDeformations of coisotropic submanifolds in symplectic geometry
Deformations of coisotropic submanifolds in symplectic geometry Marco Zambon IAP annual meeting 2015 Symplectic manifolds Definition Let M be a manifold. A symplectic form is a two-form ω Ω 2 (M) which
More informationarxiv: v1 [nlin.si] 10 Oct 2011
A non-standard Lax formulation of the Harry Dym hierarchy and its supersymmetric extension arxiv:1110.2023v1 [nlin.si] 10 Oct 2011 Kai Tian 1, Ziemowit Popowicz 2 and Q. P. Liu 1 1 Department of Mathematics,
More informationOne Loop Tests of Higher Spin AdS/CFT
One Loop Tests of Higher Spin AdS/CFT Simone Giombi UNC-Chapel Hill, Jan. 30 2014 Based on 1308.2337 with I. Klebanov and 1401.0825 with I. Klebanov and B. Safdi Massless higher spins Consistent interactions
More informationarxiv: v1 [math-ph] 13 Feb 2008
Bi-Hamiltonian nature of the equation u tx = u xy u y u yy u x V. Ovsienko arxiv:0802.1818v1 [math-ph] 13 Feb 2008 Abstract We study non-linear integrable partial differential equations naturally arising
More informationBlack Holes, Integrable Systems and Soft Hair
Ricardo Troncoso Black Holes, Integrable Systems and Soft Hair based on arxiv: 1605.04490 [hep-th] In collaboration with : A. Pérez and D. Tempo Centro de Estudios Científicos (CECs) Valdivia, Chile Introduction
More informationHYPERKÄHLER MANIFOLDS
HYPERKÄHLER MANIFOLDS PAVEL SAFRONOV, TALK AT 2011 TALBOT WORKSHOP 1.1. Basic definitions. 1. Hyperkähler manifolds Definition. A hyperkähler manifold is a C Riemannian manifold together with three covariantly
More informationTensor Analysis in Euclidean Space
Tensor Analysis in Euclidean Space James Emery Edited: 8/5/2016 Contents 1 Classical Tensor Notation 2 2 Multilinear Functionals 4 3 Operations With Tensors 5 4 The Directional Derivative 5 5 Curvilinear
More informationConformal geometry and twistor theory
Third Frontiers Lecture at Texas A&M p. 1/17 Conformal geometry and twistor theory Higher symmetries of the Laplacian Michael Eastwood Australian National University Third Frontiers Lecture at Texas A&M
More informationIRREDUCIBLE REPRESENTATIONS OF SEMISIMPLE LIE ALGEBRAS. Contents
IRREDUCIBLE REPRESENTATIONS OF SEMISIMPLE LIE ALGEBRAS NEEL PATEL Abstract. The goal of this paper is to study the irreducible representations of semisimple Lie algebras. We will begin by considering two
More information1 Introduction The search for constants of motion in the Lagrangian approach has been traditionally related with the existence of one{parameter subgro
Helmholtz conditions and Alternative Lagrangians: Study of an integrable Henon-Heiles system Jose F. Cari~nena and Manuel F. Ra~nada Departamento de Fsica Teorica, Facultad de Ciencias Universidad de Zaragoza,
More informationON POISSON BRACKETS COMPATIBLE WITH ALGEBRAIC GEOMETRY AND KORTEWEG DE VRIES DYNAMICS ON THE SET OF FINITE-ZONE POTENTIALS
ON POISSON BRACKETS COMPATIBLE WITH ALGEBRAIC GEOMETRY AND KORTEWEG DE VRIES DYNAMICS ON THE SET OF FINITE-ZONE POTENTIALS A. P. VESELOV AND S. P. NOVIKOV I. Some information regarding finite-zone potentials.
More informationarxiv: v1 [math-ph] 8 May 2016
Superintegrable systems with a position dependent mass : Kepler-related and Oscillator-related systems arxiv:1605.02336v1 [math-ph] 8 May 2016 Manuel F. Rañada Dep. de Física Teórica and IUMA Universidad
More informationA MULTI-COMPONENT LAX INTEGRABLE HIERARCHY WITH HAMILTONIAN STRUCTURE
Pacific Journal of Applied Mathematics Volume 1, Number 2, pp. 69 75 ISSN PJAM c 2008 Nova Science Publishers, Inc. A MULTI-COMPONENT LAX INTEGRABLE HIERARCHY WITH HAMILTONIAN STRUCTURE Wen-Xiu Ma Department
More informationA MARSDEN WEINSTEIN REDUCTION THEOREM FOR PRESYMPLECTIC MANIFOLDS
A MARSDEN WEINSTEIN REDUCTION THEOREM FOR PRESYMPLECTIC MANIFOLDS FRANCESCO BOTTACIN Abstract. In this paper we prove an analogue of the Marsden Weinstein reduction theorem for presymplectic actions of
More informationOn the Linearization of Second-Order Dif ferential and Dif ference Equations
Symmetry, Integrability and Geometry: Methods and Applications Vol. (006), Paper 065, 15 pages On the Linearization of Second-Order Dif ferential and Dif ference Equations Vladimir DORODNITSYN Keldysh
More informationA linear algebra proof of the fundamental theorem of algebra
A linear algebra proof of the fundamental theorem of algebra Andrés E. Caicedo May 18, 2010 Abstract We present a recent proof due to Harm Derksen, that any linear operator in a complex finite dimensional
More informationA linear algebra proof of the fundamental theorem of algebra
A linear algebra proof of the fundamental theorem of algebra Andrés E. Caicedo May 18, 2010 Abstract We present a recent proof due to Harm Derksen, that any linear operator in a complex finite dimensional
More informationComplete integrability of geodesic motion in Sasaki-Einstein toric spaces
Complete integrability of geodesic motion in Sasaki-Einstein toric spaces Mihai Visinescu Department of Theoretical Physics National Institute for Physics and Nuclear Engineering Horia Hulubei Bucharest,
More informationCONTROLLABILITY OF NONLINEAR DISCRETE SYSTEMS
Int. J. Appl. Math. Comput. Sci., 2002, Vol.2, No.2, 73 80 CONTROLLABILITY OF NONLINEAR DISCRETE SYSTEMS JERZY KLAMKA Institute of Automatic Control, Silesian University of Technology ul. Akademicka 6,
More information1. Geometry of the unit tangent bundle
1 1. Geometry of the unit tangent bundle The main reference for this section is [8]. In the following, we consider (M, g) an n-dimensional smooth manifold endowed with a Riemannian metric g. 1.1. Notations
More informationDuality, Dual Variational Principles
Duality, Dual Variational Principles April 5, 2013 Contents 1 Duality 1 1.1 Legendre and Young-Fenchel transforms.............. 1 1.2 Second conjugate and convexification................ 4 1.3 Hamiltonian
More informationDUAL HAMILTONIAN STRUCTURES IN AN INTEGRABLE HIERARCHY
DUAL HAMILTONIAN STRUCTURES IN AN INTEGRABLE HIERARCHY RAQIS 16, University of Geneva Somes references and collaborators Based on joint work with J. Avan, A. Doikou and A. Kundu Lagrangian and Hamiltonian
More informationWe simply compute: for v = x i e i, bilinearity of B implies that Q B (v) = B(v, v) is given by xi x j B(e i, e j ) =
Math 395. Quadratic spaces over R 1. Algebraic preliminaries Let V be a vector space over a field F. Recall that a quadratic form on V is a map Q : V F such that Q(cv) = c 2 Q(v) for all v V and c F, and
More informationVector fields in the presence of a contact structure
Vector fields in the presence of a contact structure Valentin Ovsienko To cite this version: Valentin Ovsienko. Vector fields in the presence of a contact structure. Preprint ICJ. 10 pages. 2005.
More informationA Lie-Group Approach for Nonlinear Dynamic Systems Described by Implicit Ordinary Differential Equations
A Lie-Group Approach for Nonlinear Dynamic Systems Described by Implicit Ordinary Differential Equations Kurt Schlacher, Andreas Kugi and Kurt Zehetleitner kurt.schlacher@jku.at kurt.zehetleitner@jku.at,
More informationAMADEU DELSHAMS AND RAFAEL RAMíREZ-ROS
POINCARÉ-MELNIKOV-ARNOLD METHOD FOR TWIST MAPS AMADEU DELSHAMS AND RAFAEL RAMíREZ-ROS 1. Introduction A general theory for perturbations of an integrable planar map with a separatrix to a hyperbolic fixed
More informationarxiv:nlin/ v2 [nlin.si] 15 Sep 2004
Integrable Mappings Related to the Extended Discrete KP Hierarchy ANDREI K. SVININ Institute of System Dynamics and Control Theory, Siberian Branch of Russian Academy of Sciences, P.O. Box 1233, 664033
More information1. Preliminaries. Given an m-dimensional differentiable manifold M, we denote by V(M) the space of complex-valued vector fields on M, by A(M)
Tohoku Math. Journ. Vol. 18, No. 4, 1966 COMPLEX-VALUED DIFFERENTIAL FORMS ON NORMAL CONTACT RIEMANNIAN MANIFOLDS TAMEHIRO FUJITANI (Received April 4, 1966) (Revised August 2, 1966) Introduction. Almost
More informationMetrisability of Painleve equations and Hamiltonian systems of hydrodynamic type
Metrisability of Painleve equations and Hamiltonian systems of hydrodynamic type Felipe Contatto Department of Applied Mathematics and Theoretical Physics University of Cambridge felipe.contatto@damtp.cam.ac.uk
More informationSYMMETRIES OF SECOND-ORDER DIFFERENTIAL EQUATIONS AND DECOUPLING
SYMMETRIES OF SECOND-ORDER DIFFERENTIAL EQUATIONS AND DECOUPLING W. Sarlet and E. Martínez Instituut voor Theoretische Mechanica, Universiteit Gent Krijgslaan 281, B-9000 Gent, Belgium Departamento de
More information= 0. = q i., q i = E
Summary of the Above Newton s second law: d 2 r dt 2 = Φ( r) Complicated vector arithmetic & coordinate system dependence Lagrangian Formalism: L q i d dt ( L q i ) = 0 n second-order differential equations
More informationSummary of Prof. Yau s lecture, Monday, April 2 [with additional references and remarks] (for people who missed the lecture)
Building Geometric Structures: Summary of Prof. Yau s lecture, Monday, April 2 [with additional references and remarks] (for people who missed the lecture) A geometric structure on a manifold is a cover
More informationRepresentations of Sp(6,R) and SU(3) carried by homogeneous polynomials
Representations of Sp(6,R) and SU(3) carried by homogeneous polynomials Govindan Rangarajan a) Department of Mathematics and Centre for Theoretical Studies, Indian Institute of Science, Bangalore 560 012,
More informationarxiv: v2 [math-ph] 24 Feb 2016
ON THE CLASSIFICATION OF MULTIDIMENSIONALLY CONSISTENT 3D MAPS MATTEO PETRERA AND YURI B. SURIS Institut für Mathemat MA 7-2 Technische Universität Berlin Str. des 17. Juni 136 10623 Berlin Germany arxiv:1509.03129v2
More informationCoordinate free non abelian geometry I: the quantum case of simplicial manifolds.
Coordinate free non abelian geometry I: the quantum case of simplicial manifolds. Johan Noldus May 6, 07 Abstract We study the geometry of a simplicial complexes from an algebraic point of view and devise
More informationKonstantin E. Osetrin. Tomsk State Pedagogical University
Space-time models with dust and cosmological constant, that allow integrating the Hamilton-Jacobi test particle equation by separation of variables method. Konstantin E. Osetrin Tomsk State Pedagogical
More informationNumerical Algorithms as Dynamical Systems
A Study on Numerical Algorithms as Dynamical Systems Moody Chu North Carolina State University What This Study Is About? To recast many numerical algorithms as special dynamical systems, whence to derive
More information