For the upper plane-wave branch of the quintic real Ginzburg-Landau equation, put . A modulation of wavenumber has growth rates . Long-wave phase diffusion is positive when , giving the displayed stability boundary. At equality the leading phase growth is , so the boundary is marginal in the diffusion coefficient but damped at the next spatial order. In the plane the boundary is .
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 60 4 Solution Created 2026-10-03 Updated 2026-10-14
For a stationary finite-wavenumber instability, the relevant Landau–Ginzburg model is the real Ginzburg–Landau equation: its coefficients are real although its pattern amplitude is complex. The complex amplitude records both the strength and the position of the underlying pattern. Assume a simple critical pair of Fourier modes , a quadratic nondegenerate maximum of the linear growth rate, and no additional conserved or marginal mode. The last assumption is essential: the conserved field in the previous problem requires an additional evolution equation.
To derive the model, write a real evolution equation schematically as , with symmetric multilinear nonlinearities. Put , , and use the method of multiple scales expansionHere . At the next order the noncritical mean and second harmonic are slaved to the critical mode:where and . These inverses exist under the no-other-critical-mode hypothesis. Let be an adjoint null vector normalized by . At order , the Fredholm solvability condition requires the resonant forcing to be orthogonal to . The cubic resonant contribution isThis shows why the cubic coefficient includes feedback from slaved harmonics as well as any original cubic nonlinearity. The resulting amplitude equation, after naming its linear control coefficient , isHere is the critical linear dispersion relation for growth. The condition gives a supercritical bifurcation; calls for higher-order saturation, for example the quintic real Ginzburg-Landau equation.
A concrete check is the cubic Swift–Hohenberg equation . With , its linear operator contributes at resonant order, while the cubic resonance is . Hence . This directly realizes the perturbation-theory coefficients above.
Symmetry independently constrains the form. A fast spatial translation rotates by a constant phase, so every nondifferential monomial must transform like . The leading allowed nonlinear term is , and a quadratic term is forbidden. A spatial reflection maps to ; it makes the leading coefficients real and rules out a drift term in a reflection-symmetric rest frame. The vanishing first derivative of the linear growth rate at is consistent with the absence of a leading first spatial derivative. These arguments constrain terms but do not calculate or replace the solvability calculation. Breaking reflection or studying an oscillatory instability generally leads to the complex Ginzburg–Landau equation with genuinely complex coefficients.
The principal steady solutions are the zero state and the Ginzburg-Landau plane wavesTheir physical carrier wavenumber is . For the constant phase is arbitrary, giving a circle of uniform-amplitude states. The zero state has Fourier growth rate and is stable for . For , each existing plane wave is stable to spatially homogeneous amplitude perturbations, with radial eigenvalue , and neutral to a constant phase shift.
Steady modulated states are also possible. Writing gives the conserved spatial phase current andIts first integral is . Boundary conditions select nonuniform periodic amplitudes, fronts or defects from this spatial dynamics. In the invariant real subspace, for example,is a steady kink joining opposite real states. It is not stable in the unrestricted complex equation: the imaginary perturbation has eigenvalue under . This illustrates why a real-amplitude calculation can miss a phase instability. With real coefficients the Lyapunov functionalsatisfies and under compatible boundary conditions. It supplies a variational structure absent from a generic complex-coefficient model.
To test full linear stability of a plane wave, set with real perturbations . Let . The linear equations areFor perturbation wavenumber , the sideband spectrum of a real Ginzburg-Landau plane wave isThe phase branch at small isTherefore the robust stable band on the infinite line is , narrower than the existence band . Crossing its boundary gives the longitudinal Eckhaus instability. At the boundary the quadratic phase-diffusion coefficient vanishes and the leading nonzero term is negative of order . More exactly, a nonzero sideband grows only when ; a finite periodic domain for the wave envelope may exclude that interval. Constant-amplitude stability is understood modulo its neutral global phase, and the allowed perturbation wavenumbers must always be specified.
In a second spatial dimension, an anisotropic medium that selects one roll orientation permits an equation with . For positive coefficients its plane-wave analysis is similar, with the second-dimensional contribution adding damping. But simply replacing by an isotropic Laplacian is not a faithful extension for rotationally invariant stationary rolls. There the critical wavevectors form a circle. Near ,This forces the anisotropic transverse scaling of an isotropic roll envelope: , , . For the positive carrier convention used here the Newell–Whitehead–Segel equation isThe opposite fast-carrier convention reverses the accompanying imaginary sign and detuning convention. For a transverse phase perturbation of our convention gives . Thus permits the transverse zigzag instability, in addition to the longitudinal Eckhaus instability. The fourth transverse derivative and mixed derivative in the square encode the critical-circle geometry.
One complex amplitude still describes only a narrow cone of nearby roll orientations. Competing well-separated wavevectors require coupled amplitude equations; resonant triples can admit quadratic interactions and produce the hexagonal convection amplitude equations when the underlying sign symmetry allows them. Strong disorder, defect cores with large gradients, far-from-onset patterns, boundaries, mean flows and conserved fields may all lie outside the single-amplitude approximation. The method of multiple scales gives controlled leading behavior for small amplitudes and slow modulations, rather than a universal model of all two-dimensional pattern selection.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 70 3 Solution Created 2026-10-03 Updated 2026-10-14
Put . Substituting the plane wave into the quintic real Ginzburg-Landau equation givesso the two nonzero branches areThe upper branch has and exists for . The lower branch is positive when ; at it reaches the zero solution. The two branches meet at the fold , . Thus for a given , nonzero waves exist only if , withThe zero solution exists for every independently of , because its spatial phase has no meaning.
For stability, write with real small . Linearizing and using the steady-wave condition givesDefine . A sideband of wavenumber has matrixand exact growth ratesOn the lower branch , the uniform amplitude perturbation already grows at rate , so that branch is unstable. On the upper branch , the fast amplitude mode decays and the slow phase mode hasThe coefficient of phase diffusion gives the Eckhaus boundary for a subcritical quintic amplitude equation:for robust stability to long wavelengths. At equality, ; the leading diffusion coefficient is marginal, while nonzero sufficiently long-wave linear perturbations still decay at the next spatial order. Indeed when , the matrix trace is negative and its determinant is , proving linear non-growth at every , not just asymptotically small . The neutral phase mode reflects the constant phase symmetry.
At the fold, . If , is positive for small , so the fold wave is unstable. At , the fold is a marginal linear point, but uniform amplitude perturbations have the one-sided nonlinear instability of a saddle-node; it is not a robust stable state. For the trivial state the linear growth rate is , so it is stable for and only linearly marginal at .
The requested regions can be expressed without eliminating . In the plane, nonzero waves exist wherever . The robust stable part isThe left boundary is the zero-detuning wave ; the right boundary is the marginal Eckhaus curve. Both meet at . At fixed , an equivalent description iswith the lower endpoint added if only marginal linear stability is required.
In the plane, eliminate from the marginal condition. It gives , henceThe equality curve is the marginal boundary; the existence boundary is . They touch at but separate for nonzero detuning, leaving an unstable wave band. Equivalently, for fixed the robust stable interval isThe stable amplitude is the upper root throughout this interval. The sketch uses scaled coordinates , so it applies to every fixed positive . Green denotes stable nonzero waves; the marginal curves form its boundaries, while the surrounding gray region contains existing but unstable nonzero waves.
Swift–Hohenberg equation 2026-10-14
The Swift–Hohenberg equation is a pattern-forming dissipative PDE with linear operator . A spatial Fourier mode of wavenumber has growth rate , selecting modes near . A cubic-quintic version has destabilizing cubic feedback for and quintic saturation. Its weakly nonlinear envelope obeys a quintic real Ginzburg-Landau equation.
