Lax pair
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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, in the theory of
integrable systems In mathematics, integrability is a property of certain dynamical systems. While there are several distinct formal definitions, informally speaking, an integrable system is a dynamical system with sufficiently many conserved quantities, or first i ...
, a Lax pair is a pair of time-dependent matrices or operators that satisfy a corresponding
differential equation In mathematics, a differential equation is an equation that relates one or more unknown functions and their derivatives. In applications, the functions generally represent physical quantities, the derivatives represent their rates of change, ...
, called the ''Lax equation''. Lax pairs were introduced by
Peter Lax Peter David Lax (born Lax Péter Dávid; 1 May 1926) is a Hungarian-born American mathematician and Abel Prize laureate working in the areas of pure and applied mathematics. Lax has made important contributions to integrable systems, fluid d ...
to discuss
soliton In mathematics and physics, a soliton or solitary wave is a self-reinforcing wave packet that maintains its shape while it propagates at a constant velocity. Solitons are caused by a cancellation of nonlinear and dispersive effects in the me ...
s in continuous media. The
inverse scattering transform In mathematics, the inverse scattering transform is a method for solving some non-linear partial differential equations. The method is a non-linear analogue, and in some sense generalization, of the Fourier transform, which itself is applied to so ...
makes use of the Lax equations to solve such systems.


Definition

A Lax pair is a pair of matrices or operators L(t), P(t) dependent on time and acting on a fixed
Hilbert space In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natural ...
, and satisfying Lax's equation: :\frac= ,L/math> where ,LPL-LP is the
commutator In mathematics, the commutator gives an indication of the extent to which a certain binary operation fails to be commutative. There are different definitions used in group theory and ring theory. Group theory The commutator of two elements, ...
. Often, as in the example below, P depends on L in a prescribed way, so this is a nonlinear equation for L as a function of t.


Isospectral property

It can then be shown that the
eigenvalue In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denote ...
s and more generally the
spectrum A spectrum (plural ''spectra'' or ''spectrums'') is a condition that is not limited to a specific set of values but can vary, without gaps, across a continuum. The word was first used scientifically in optics to describe the rainbow of colors ...
of ''L'' are independent of ''t''. The matrices/operators ''L'' are said to be '' isospectral'' as t varies. The core observation is that the matrices L(t) are all similar by virtue of :L(t)=U(t,s) L(s) U(t,s)^ where U(t,s) is the solution of the Cauchy problem : \frac U(t,s) = P(t) U(t,s), \qquad U(s,s) = I, where ''I'' denotes the identity matrix. Note that if ''P(t)'' is
skew-adjoint __NOTOC__ In linear algebra, a square matrix with complex entries is said to be skew-Hermitian or anti-Hermitian if its conjugate transpose is the negative of the original matrix. That is, the matrix A is skew-Hermitian if it satisfies the relation ...
, ''U(t,s)'' will be
unitary Unitary may refer to: Mathematics * Unitary divisor * Unitary element * Unitary group * Unitary matrix * Unitary morphism * Unitary operator * Unitary transformation * Unitary representation In mathematics, a unitary representation of a grou ...
. In other words, to solve the eigenvalue problem ''Lψ = λψ'' at time ''t'', it is possible to solve the same problem at time 0 where L is generally known better, and to propagate the solution with the following formulas: :\lambda(t)=\lambda(0) (no change in spectrum) :\frac=P \psi.


Link with the inverse scattering method

The above property is the basis for the inverse scattering method. In this method, ''L'' and ''P'' act on a functional space (thus ''ψ = ψ(t,x)''), and depend on an unknown function ''u(t,x)'' which is to be determined. It is generally assumed that ''u(0,x)'' is known, and that ''P'' does not depend on ''u'' in the scattering region where \Vert x \Vert\to \infty. The method then takes the following form: # Compute the spectrum of L(0), giving \lambda and \psi(0,x), # In the scattering region where P is known, propagate \psi in time by using \frac(t,x)=P \psi(t,x) with initial condition \psi(0,x), # Knowing \psi in the scattering region, compute L(t) and/or u(t,x).


Examples


Korteweg–de Vries equation

The Korteweg–de Vries equation :u_t=6uu_x-u_.\, can be reformulated as the Lax equation :L_t= ,L, with :L=-\partial_^2+u\, (a Sturm–Liouville operator) :P= -4\partial_^3+6u\partial_+3u_x\, where all derivatives act on all objects to the right. This accounts for the infinite number of first integrals of the KdV equation.


Kovalevskaya top

The previous example used an infinite dimensional Hilbert space. Examples are also possible with finite dimensional Hilbert spaces. These include Kovalevskaya top and the generalization to include an electric Field \vec. \begin L &= \begin g_1 + h_2 & g_2 + h_1 & g_3 & h_3\\ g_2 + h_1 & -g_1 + h_2 & h_3 & -g_3\\ g_3 & h_3 & -g_1 - h_2 & g_2 - h_1\\ h_3 & -g_3 & g_2 - h_1 & g_1 + h_2\\ \end \lambda^\\ &+ \begin 0 & 0 & -l_2 & -l_1\\ 0 & 0 & l_1 & -l_2\\ l_2 & -l_1 & -2 \lambda & -2 l_3 \\ l_1 & l_2 & 2 l_3 & 2 \lambda\\ \end \\ P &= \frac \begin 0 & -2 l_3 & l_2 & l_1\\ 2 l_3 & 0 & -l_1 & l_2\\ -l_2 & l_1 & 2 \lambda & 2 l_3 + \gamma\\ -l_1 & -l_2 & -2 l_3 & -2\lambda\\ \end \end


Heisenberg picture

In the Heisenberg picture of
quantum mechanics Quantum mechanics is a fundamental theory in physics that provides a description of the physical properties of nature at the scale of atoms and subatomic particles. It is the foundation of all quantum physics including quantum chemistry, ...
, an observable without explicit time dependence satisfies \fracA(t)=\frac ,A(t) with the Hamiltonian and the reduced
Planck constant The Planck constant, or Planck's constant, is a fundamental physical constant of foundational importance in quantum mechanics. The constant gives the relationship between the energy of a photon and its frequency, and by the mass-energy equivale ...
. Aside from a factor, observables (without explicit time dependence) in this picture can thus be seen to form Lax pairs together with the Hamiltonian. The
Schrödinger picture In physics, the Schrödinger picture is a formulation of quantum mechanics in which the state vectors evolve in time, but the operators (observables and others) are mostly constant with respect to time (an exception is the Hamiltonian which ma ...
is then interpreted as the alternative expression in terms of isospectral evolution of these observables.


Further examples

Further examples of systems of equations that can be formulated as a Lax pair include: *
Benjamin–Ono equation In mathematics, the Benjamin–Ono equation is a nonlinear partial integro-differential equation that describes one-dimensional internal waves in deep water. It was introduced by and . The Benjamin–Ono equation is :u_t+uu_x+Hu_=0 where ''H'' i ...
* One-dimensional cubic
non-linear Schrödinger equation In mathematics and science, a nonlinear system is a system in which the change of the output is not proportional to the change of the input. Nonlinear problems are of interest to engineers, biologists, physicists, mathematicians, and many ot ...
* Davey–Stewartson system * Integrable systems with contact Lax pairsA. Sergyeyev, New integrable (3+1)-dimensional systems and contact geometry, Lett. Math. Phys. 108 (2018), no. 2, 359-376, *
Kadomtsev–Petviashvili equation In mathematics and physics, the Kadomtsev–Petviashvili equation (often abbreviated as KP equation) is a partial differential equation to describe nonlinear wave motion. Named after Boris Borisovich Kadomtsev and Vladimir Iosifovich Petviashv ...
* Korteweg–de Vries equation *
KdV hierarchy In mathematics, the KdV hierarchy is an infinite sequence of partial differential equations which starts with the Korteweg–de Vries equation. Details Let T be translation operator defined on real valued functions as T(g)(x)=g(x+1). Let \mathca ...
*
Marchenko equation In mathematical physics, more specifically the one-dimensional inverse scattering problem, the Marchenko equation (or Gelfand-Levitan-Marchenko equation or GLM equation), named after Israel Gelfand, Boris Levitan and Vladimir Marchenko, is derived b ...
* Modified Korteweg–de Vries equation *
Sine-Gordon equation The sine-Gordon equation is a nonlinear hyperbolic partial differential equation in 1 + 1 dimensions involving the d'Alembert operator and the sine of the unknown function. It was originally introduced by in the course of study of surf ...
* Toda lattice *
Lagrange, Euler, and Kovalevskaya tops In classical mechanics, the precession of a rigid body such as a spinning top under the influence of gravity is not, in general, an integrable problem. There are however three (or four) famous cases that are integrable, the Euler, the Lagrange, ...
*
Belinski–Zakharov transform The Belinski–Zakharov (inverse) transform is a nonlinear transformation that generates new exact solutions of the vacuum Einstein's field equation. It was developed by Vladimir Belinski and Vladimir Zakharov in 1978. The Belinski–Zakharov trans ...
, in general relativity. The last is remarkable, as it implies that both the
Schwarzschild metric In Einstein's theory of general relativity, the Schwarzschild metric (also known as the Schwarzschild solution) is an exact solution to the Einstein field equations that describes the gravitational field outside a spherical mass, on the assump ...
and the Kerr metric can be understood as solitons.


References

*
archive
* P. Lax and R.S. Phillips, ''Scattering Theory for Automorphic Functions

(1976) Princeton University Press. {{Functional analysis Differential equations Automorphic forms Spectral theory Exactly solvable models