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Lax pair

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Inmathematics, in the theory ofintegrable systems, aLax pair is a pair of time-dependent matrices oroperators that satisfy a correspondingdifferential equation, called theLax equation. Lax pairs were introduced byPeter Lax to discusssolitons incontinuous media. Theinverse scattering transform makes use of the Lax equations to solve such systems.

Definition

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A Lax pair is a pair of matrices or operatorsL(t),P(t){\displaystyle L(t),P(t)} dependent on time, acting on a fixedHilbert space, and satisfyingLax's equation:

dLdt=[P,L],{\displaystyle {\frac {dL}{dt}}=[P,L],}

where[P,L]=PLLP{\displaystyle [P,L]=PL-LP} is thecommutator.Often, as in the example below,P{\displaystyle P} depends onL{\displaystyle L} in a prescribed way, so this is a nonlinear equation forL{\displaystyle L} as a function oft{\displaystyle t}.

Isospectral property

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It can then be shown that theeigenvalues and more generally thespectrum ofL are independent oft. The matrices/operatorsL are said to beisospectral ast{\displaystyle t} varies.

The core observation is that the matricesL(t){\displaystyle L(t)} are all similar by virtue of

L(t)=U(t,s)L(s)U(t,s)1,{\displaystyle L(t)=U(t,s)L(s)U(t,s)^{-1},}

whereU(t,s){\displaystyle U(t,s)} is the solution of theCauchy problem

ddtU(t,s)=P(t)U(t,s),U(s,s)=I,{\displaystyle {\frac {d}{dt}}U(t,s)=P(t)U(t,s),\quad U(s,s)=I,}

whereI denotes the identity matrix. Note that ifP(t) isskew-adjoint,U(ts) will beunitary.

In other words, to solve the eigenvalue problem =λψ at timet, it is possible to solve the same problem at time 0, whereL is generally known better, and to propagate the solution with the following formulas:

λ(t)=λ(0){\displaystyle \lambda (t)=\lambda (0)} (no change in spectrum),
ψt=Pψ.{\displaystyle {\frac {\partial \psi }{\partial t}}=P\psi .}

Through principal invariants

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See also:Invariants of tensors

The result can also be shown using the invariantstr(Ln){\displaystyle \operatorname {tr} (L^{n})} for anyn{\displaystyle n}. These satisfyddttr(Ln)=0{\displaystyle {\frac {d}{dt}}\operatorname {tr} (L^{n})=0}due to the Lax equation, and since thecharacteristic polynomial can be written in terms of these traces, the spectrum is preserved by the flow.[1]

Link with the inverse scattering method

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The above property is the basis for the inverse scattering method. In this method,L andP act on afunctional space (thusψ =ψ(tx)) and depend on an unknown functionu(tx) which is to be determined. It is generally assumed thatu(0, x) is known, and thatP does not depend onu in the scattering region wherex.{\displaystyle \|x\|\to \infty .}The method then takes the following form:

  1. Compute the spectrum ofL(0){\displaystyle L(0)}, givingλ{\displaystyle \lambda } andψ(0,x).{\displaystyle \psi (0,x).}
  2. In the scattering region whereP{\displaystyle P} is known, propagateψ{\displaystyle \psi } in time by usingψt(t,x)=Pψ(t,x){\displaystyle {\frac {\partial \psi }{\partial t}}(t,x)=P\psi (t,x)} with initial conditionψ(0,x).{\displaystyle \psi (0,x).}
  3. Knowingψ{\displaystyle \psi } in the scattering region, computeL(t){\displaystyle L(t)} and/oru(t,x).{\displaystyle u(t,x).}

Spectral curve

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If the Lax matrix additionally depends on a complex parameterz{\displaystyle z} (as is the case for, say,sine-Gordon), the equationdet(wIL(z))=0{\displaystyle \det {\big (}wI-L(z){\big )}=0}defines analgebraic curve inC2{\displaystyle \mathbb {C} ^{2}} with coordinatesw,z.{\displaystyle w,z.} By the isospectral property, this curve is preserved under time translation. This is thespectral curve. Such curves appear in the theory ofHitchin systems.[2]

Zero-curvature representation

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Any PDE which admits a Lax-pair representation also admits a zero-curvature representation.[3] In fact, the zero-curvature representation is more general and for other integrable PDEs, such as thesine-Gordon equation, the Lax pair refers to matrices that satisfy the zero-curvature equation rather than the Lax equation. Furthermore, the zero-curvature representation makes the link between integrable systems and geometry manifest, culminating inWard's programme to formulate known integrable systems as solutions to theanti-self-dual Yang–Mills (ASDYM) equations.

Zero-curvature equation

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The zero-curvature equations are described by a pair of matrix-valued functionsAx(x,t),At(x,t),{\displaystyle A_{x}(x,t),A_{t}(x,t),} where the subscripts denote coordinate indices rather than derivatives. Often the(x,t){\displaystyle (x,t)} dependence is through a single scalar functionφ(x,t){\displaystyle \varphi (x,t)} and its derivatives. The zero-curvature equation is thentAxxAt+[Ax,At]=0.{\displaystyle \partial _{t}A_{x}-\partial _{x}A_{t}+[A_{x},A_{t}]=0.}It is so called as it corresponds to the vanishing of thecurvature tensor, which in this case isFμν=[μAμ,νAν]=μAν+νAμ+[Aμ,Aν]{\displaystyle F_{\mu \nu }=[\partial _{\mu }-A_{\mu },\partial _{\nu }-A_{\nu }]=-\partial _{\mu }A_{\nu }+\partial _{\nu }A_{\mu }+[A_{\mu },A_{\nu }]}. This differs from the conventional expression by some minus signs, which are ultimately unimportant.

Lax pair to zero-curvature

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For an eigensolution to the Lax operatorL{\displaystyle L}, one hasLψ=λψ,ψt+Aψ=0.{\displaystyle L\psi =\lambda \psi ,\psi _{t}+A\psi =0.}If we instead enforce these, together with time independence ofλ{\displaystyle \lambda }, instead the Lax equation arises as a consistency equation for an overdetermined system.

The Lax pair(L,P){\displaystyle (L,P)} can be used to define the connection components(Ax,At){\displaystyle (A_{x},A_{t})}. When a PDE admits a zero-curvature representation but not a Lax equation representation, the connection components(Ax,At){\displaystyle (A_{x},A_{t})} are referred to as the Lax pair, and the connection as a Lax connection.

Examples

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Korteweg–de Vries equation

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TheKorteweg–de Vries equation

ut=6uuxuxxx{\displaystyle u_{t}=6uu_{x}-u_{xxx}}

can be reformulated as the Lax equation

Lt=[P,L]{\displaystyle L_{t}=[P,L]}

with

L=x2+u{\displaystyle L=-\partial _{x}^{2}+u} (aSturm–Liouville operator),
P=4x3+6ux+3ux,{\displaystyle P=-4\partial _{x}^{3}+6u\partial _{x}+3u_{x},}

where all derivatives act on all objects to the right. This accounts for the infinite number offirst integrals of the KdV equation.

Kovalevskaya top

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The previous example used an infinite-dimensional Hilbert space. Examples are also possible with finite-dimensional Hilbert spaces. These includeKovalevskaya top and the generalization to include an electric fieldh{\displaystyle {\vec {h}}}.[4]

L=(g1+h2g2+h1g3h3g2+h1g1+h2h3g3g3h3g1h2g2h1h3g3g2h1g1+h2)λ1+(00l2l100l1l2l2l12λ2l3l1l22l32λ),P=12(02l3l2l12l30l1l2l2l12λ2l3+γl1l22l32λ).{\displaystyle {\begin{aligned}L&={\begin{pmatrix}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{pmatrix}}\lambda ^{-1}\\&+{\begin{pmatrix}0&0&-l_{2}&-l_{1}\\0&0&l_{1}&-l_{2}\\l_{2}&-l_{1}&-2\lambda &-2l_{3}\\l_{1}&l_{2}&2l_{3}&2\lambda \\\end{pmatrix}},\\P&={\frac {-1}{2}}{\begin{pmatrix}0&-2l_{3}&l_{2}&l_{1}\\2l_{3}&0&-l_{1}&l_{2}\\-l_{2}&l_{1}&2\lambda &2l_{3}+\gamma \\-l_{1}&-l_{2}&-2l_{3}&-2\lambda \\\end{pmatrix}}.\end{aligned}}}

Heisenberg picture

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In theHeisenberg picture ofquantum mechanics, anobservableA without explicit timet dependence satisfies

ddtA(t)=i[H,A(t)],{\displaystyle {\frac {d}{dt}}A(t)={\frac {i}{\hbar }}[H,A(t)],}

withH theHamiltonian andħ the reducedPlanck constant. Aside from a factor, observables (without explicit time dependence) in this picture can thus be seen to form Lax pairs together with the Hamiltonian. TheSchrödinger picture is then interpreted as the alternative expression in terms of isospectral evolution of these observables.

Further examples

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Further examples of systems of equations that can be formulated as a Lax pair include:

The last is remarkable, as it implies that both theSchwarzschild metric and theKerr metric can be understood as solitons.

References

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  1. ^Hitchin, N. J. (1999).Integrable systems : twistors, loop groups, and Riemann surfaces. Oxford: Clarendon Press.ISBN 0198504217.
  2. ^Hitchin, N. J. (1999).Integrable systems : twistors, loop groups, and Riemann surfaces. Oxford: Clarendon Press.ISBN 9780198504214.
  3. ^Dunajski, Maciej (2010).Solitons, instantons, and twistors. Oxford: Oxford University Press. pp. 54–56.ISBN 978-0-19-857063-9.
  4. ^Bobenko, A. I.; Reyman, A. G.; Semenov-Tian-Shansky, M. A. (1989)."The Kowalewski top 99 years later: a Lax pair, generalizations and explicit solutions".Communications in Mathematical Physics.122 (2):321–354.Bibcode:1989CMaPh.122..321B.doi:10.1007/BF01257419.ISSN 0010-3616.S2CID 121752578.
  5. ^A. Sergyeyev, New integrable (3+1)-dimensional systems and contact geometry, Lett. Math. Phys. 108 (2018), no. 2, 359-376,arXiv:1401.2122doi:10.1007/s11005-017-1013-4
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