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Spectral Theory for Boundary and Resonance Problems

A differential equation has local solutions and connection data, but it does not have a spectrum by itself. Spectral statements begin only after one chooses a function space, a closed domain, boundary or radiation conditions, the way the spectral parameter enters, and—when continuation is involved—a spectral sheet. Changing any one of these can change the answer without changing the printed ODE.

This interlude supplies the operator layer needed by the rest of the book. It starts with self-adjoint Sturm–Liouville realizations, passes through singular endpoints and analytic operator pencils, and ends with nonselfadjoint resonances and black-hole quasinormal boundary conditions. The next page will turn selected boundary solutions into analytic functions; here the task is to say what those functions are meant to detect.

A useful ledger is

P=(differential expression, function space, closed domain,parameter dependence, boundary data, spectral sheet).\begin{aligned} \mathfrak P =\bigl( &\text{differential expression}, \text{ function space}, \text{ closed domain},\\ &\text{parameter dependence}, \text{ boundary data}, \text{ spectral sheet} \bigr). \end{aligned}

Here “closed” refers to the graph of the realized operator. Its domain need not be a closed subspace of the ambient Hilbert space.

A differential expression becomes either a self-adjoint boundary operator or a nonselfadjoint outgoing pencil only after the function space, closed domain, and spectral sheet are fixed.

The spectral data stack. Self-adjoint boundary conditions lead to the usual resolvent and real spectral theory; outgoing or ingoing conditions produce a nonselfadjoint pencil whose continued resolvent can have resonance or quasinormal-mode poles.

Several words that are often treated as synonyms occupy different levels:

ObjectMinimal meaningExtra hypotheses often needed
Differential expressionA local rule such as y+Vy-y''+VyNone; it is not yet an operator
Closed operatorAn expression with a domain whose graph is closedDensity is needed for an adjoint
EigenvalueA nonzero domain vector solves (Lλ)y=0(L-\lambda)y=0Discreteness needs compactness or another theorem
Pencil characteristic valueT(λ)T(\lambda) is not invertibleAnalytic multiplicity needs a Fredholm family
ResonanceA pole on a declared nonphysical meromorphic continuationThe continuation space and sheet must be stated
Quasinormal frequencyA resonance or equivalent mode satisfying physical asymptoticsThe pole–mode equivalence and time convention must be proved

On a finite interval (a,b)(a,b), consider the real expression

τy=1w(x)[(p(x)y(x))+q(x)y(x)],p>0,w>0.\tau y = \frac1{w(x)} \left[ -\bigl(p(x)y'(x)\bigr)' +q(x)y(x) \right], \qquad p>0,\quad w>0.

For the present regular discussion, take finite endpoints and coefficients regular enough that endpoint values exist. The natural Hilbert space is

H=L2((a,b),w(x) ⁣dx),\mathcal H=L^2\bigl((a,b),w(x)\,\dd x\bigr),

with

f,g=abf(x)g(x)w(x) ⁣dx.\langle f,g\rangle = \int_a^b f(x)\overline{g(x)}w(x)\,\dd x.

The maximal domain consists, schematically, of functions for which yy and pypy' are absolutely continuous and τyH\tau y\in\mathcal H. The maximal realization is closed but generally not symmetric. Self-adjoint realizations are obtained by restricting its domain with maximal isotropic boundary conditions.

Integration by parts gives Green’s or Lagrange’s identity

τf,gf,τg=[p(fgfg)]ab.\begin{aligned} \langle \tau f,g\rangle -\langle f,\tau g\rangle &= \left[ p\left( f\overline{g'} -f'\overline g \right) \right]_{a}^{b}. \end{aligned}

Write the endpoint concomitant as

[f,g](x)=p(x)(f(x)g(x)f(x)g(x)).[f,g](x) = p(x) \left( f(x)\overline{g'(x)} -f'(x)\overline{g(x)} \right).

A symmetric domain makes [f,g](b)[f,g](a)[f,g](b)-[f,g](a) vanish for every pair f,gf,g in the domain. A self-adjoint domain must additionally equal the domain of its adjoint. Reality of p,q,wp,q,w is therefore necessary for this elementary self-adjoint setup, but it is not sufficient.

For a compact matrix test, set

Yf(x)=(f(x)(pf)(x)),J=(0110).Y_f(x) = \begin{pmatrix} f(x)\\ (pf')(x) \end{pmatrix}, \qquad J= \begin{pmatrix} 0&-1\\ 1&0 \end{pmatrix}.

Then [f,g](x)=Yg(x)JYf(x)[f,g](x)=Y_g(x)^*JY_f(x). A regular two-point condition

AYf(a)+BYf(b)=0A\,Y_f(a)+B\,Y_f(b)=0

is self-adjoint precisely when

rank(A B)=2,AJA=BJB.\operatorname{rank}(A\ B)=2, \qquad AJA^*=BJB^*.

Every separated regular self-adjoint condition can be written

cosαy(a)+sinα(py)(a)=0,\cos\alpha\,y(a) +\sin\alpha\,(py')(a)=0,

and

cosβy(b)+sinβ(py)(b)=0,\cos\beta\,y(b) +\sin\beta\,(py')(b)=0,

for real α,β\alpha,\beta, with angles understood modulo π\pi. Dirichlet, Neumann, and real Robin conditions are special cases.

Self-adjoint conditions need not be separated. Set

vy(x)=(y(x)p(x)y(x)).\mathbf v_y(x) = \begin{pmatrix} y(x)\\ p(x)y'(x) \end{pmatrix}.

A standard coupled family is

vy(b)=eiϑRvy(a),RSL(2,R),ϑ[0,π).\mathbf v_y(b) = \ee^{\ii\vartheta} R\,\mathbf v_y(a), \qquad R\in SL(2,\mathbb R), \quad \vartheta\in[0,\pi).

The determinant-one condition preserves the endpoint symplectic form. Because (ϑ,R)(ϑ+π,R)(\vartheta,R)\sim(\vartheta+\pi,-R), the half-open phase interval is sufficient. Periodic and antiperiodic domains occur at (ϑ,R)=(0,I)(\vartheta,R)=(0,I) and (0,I)(0,-I).

Take τ= ⁣d2/ ⁣dx2\tau=-\dd^2/\dd x^2 in L2(0,L)L^2(0,L). The differential expression is unchanged in the following three problems:

Domain conditionEigenfunctionsEigenvalues
y(0)=y(L)=0y(0)=y(L)=02/Lsin(nπx/L)\sqrt{2/L}\sin(n\pi x/L), n1n\ge1(nπ/L)2(n\pi/L)^2
y(0)=y(L)=0y'(0)=y'(L)=0L1/2L^{-1/2} for n=0n=0; 2/Lcos(nπx/L)\sqrt{2/L}\cos(n\pi x/L) for n1n\ge1(nπ/L)2(n\pi/L)^2, n0n\ge0
y(0)=y(L)y(0)=y(L) and y(0)=y(L)y'(0)=y'(L)L1/2e2πinx/LL^{-1/2}\ee^{2\pi\ii n x/L}, nZn\in\mathbb Z(2πn/L)2(2\pi n/L)^2

The periodic nonzero eigenvalues have multiplicity two because nn and n-n give independent eigenfunctions. This elementary table is the quickest counterexample to the phrase “the spectrum of the equation.”

Singular endpoints choose how much boundary data remain

Section titled “Singular endpoints choose how much boundary data remain”

An endpoint is singular if the regular endpoint assumptions fail—for example, the interval is unbounded or a coefficient degenerates. Endpoint values may then be meaningless, so the maximal-domain boundary form must be defined by limits rather than by substituting into a Robin formula.

For one—and hence every—nonreal λ\lambda, an endpoint is limit-circle if every local solution of

τy=λy\tau y=\lambda y

is square-integrable there. Otherwise it is limit-point. For a scalar second-order real Sturm–Liouville problem:

  • a limit-point endpoint requires no separated boundary condition for a self-adjoint realization;
  • a limit-circle endpoint requires one boundary condition; and
  • a regular endpoint is limit-circle.

At a limit-point endpoint, the limiting bracket vanishes automatically for maximal-domain functions. Each limit-circle endpoint contributes one to both deficiency indices. If both endpoints are limit-point, the minimal operator is essentially self-adjoint. None of these statements determines whether the resulting spectrum is discrete or continuous.

The slogan “choose the regular solution” is too vague when both solutions are square-integrable. The required condition is a statement about the operator domain and the limiting boundary form.

Consider

τg= ⁣d2 ⁣dx2+gx2\tau_g = -\frac{\dd^2}{\dd x^2} +\frac{g}{x^2}

in L2(0,)L^2(0,\infty). For g1/4g\ge-1/4, set

ν=g+14.\nu=\sqrt{g+\frac14}.

Near zero the two leading behaviors are

x1/2+ν,x1/2ν,x^{1/2+\nu}, \qquad x^{1/2-\nu},

with the second replaced by x1/2logxx^{1/2}\log x at ν=0\nu=0. Both lie in L2(0,ε)L^2(0,\varepsilon) exactly when ν<1\nu<1. Hence

14g<34limit-circle at 0,g34limit-point at 0.\begin{array}{c|c} -\dfrac14\le g<\dfrac34 &\text{limit-circle at }0,\\ g\ge\dfrac34 &\text{limit-point at }0. \end{array}

Infinity is limit-point for this model. Thus the operator initially defined on Cc(0,)C_c^\infty(0,\infty) is essentially self-adjoint for g3/4g\ge3/4; below that threshold, one boundary condition at zero selects an extension. For g<1/4g<-1/4, both oscillatory powers x1/2±ig1/4x^{1/2\pm\ii\sqrt{-g-1/4}} are locally square-integrable, but semiboundedness fails and the extension problem needs additional care.

For a closed, densely defined operator L:D(L)HHL:\mathcal D(L)\subset\mathcal H\to\mathcal H, the resolvent set is

ρ(L)={λC:Lλ is bijective,(Lλ)1B(H)}.\begin{aligned} \rho(L) = \bigl\{ \lambda\in\mathbb C: &\,L-\lambda \text{ is bijective,}\\ &\,(L-\lambda)^{-1} \in\mathcal B(\mathcal H) \bigr\}. \end{aligned}

The spectrum is σ(L)=Cρ(L)\sigma(L)=\mathbb C\setminus\rho(L). An eigenvalue is a spectral point with a nonzero vector yD(L)y\in\mathcal D(L) satisfying

(Lλ)y=0.(L-\lambda)y=0.

Self-adjointness forces the spectrum to be real and gives the resolvent estimate

(Lz)11Imz,Imz0.\left\| (L-z)^{-1} \right\| \le \frac1{|\operatorname{Im}z|}, \qquad \operatorname{Im}z\ne0.

It does not force the spectrum to consist only of eigenvalues. Discreteness follows from an additional property such as compact resolvent. Regular Sturm–Liouville realizations on a finite interval have compact resolvent, but half-line and whole-line operators commonly have continuous spectrum.

For nonselfadjoint operators, eigenvectors need not be orthogonal or complete, algebraic and geometric multiplicities can differ, and the resolvent can be large far from the spectrum. The ε\varepsilon-pseudospectrum,

σε(L)=σ(L){zρ(L):(Lz)1>ε1},\sigma_\varepsilon(L) = \sigma(L) \cup \left\{ z\in\rho(L): \left\|(L-z)^{-1}\right\|>\varepsilon^{-1} \right\},

records this instability. A numerically stable-looking list of complex roots is not by itself an operator-theoretic spectral theorem.

Analytic pencils allow nonlinear spectral parameters

Section titled “Analytic pencils allow nonlinear spectral parameters”

Many separated equations are not of the form LλL-\lambda. Rotation, dissipation, gauge constraints, frequency-dependent boundary conditions, and elimination of coupled fields can produce an analytic operator pencil

T(λ):DH.T(\lambda):\mathcal D\longrightarrow\mathcal H.

The domain D\mathcal D must be fixed. For an unbounded problem, equip it with a graph norm so that T(λ)T(\lambda) is a bounded map from D\mathcal D to H\mathcal H. If the differential expression and boundary conditions both depend on λ\lambda, one useful fixed-domain formulation is

T(λ)y=(T(λ)y,B(λ)y):DmaxHCr.\mathcal T(\lambda)y = \bigl( T(\lambda)y, B(\lambda)y \bigr): \mathcal D_{\max} \longrightarrow \mathcal H\oplus\mathbb C^r.

Hiding a varying boundary condition inside a varying domain can destroy the holomorphic-family hypothesis.

Let ΩC\Omega\subset\mathbb C be a connected open set. Suppose T(λ):XYT(\lambda):X\to Y is a norm-holomorphic family of Fredholm operators of index zero between fixed Banach spaces. Then exactly one of the following occurs:

  1. T(λ)T(\lambda) is noninvertible for every λΩ\lambda\in\Omega; or
  2. if it is invertible at one point, its inverse is finitely meromorphic on Ω\Omega, and the noninvertible set is discrete.

The principal parts of the inverse have finite rank. The “invertible somewhere” test is indispensable: Fredholmness alone does not prevent every parameter value from being characteristic.

Let λ0\lambda_0 be an isolated characteristic value and let Γ0\Gamma_0 be a small positively oriented circle enclosing no other one. Under the standard finite-type hypotheses, its algebraic multiplicity is

m(λ0;T)=tr[12πiΓ0T(λ)T(λ)1 ⁣dλ].m(\lambda_0;T) = \operatorname{tr} \left[ \frac{1}{2\pi\ii} \oint_{\Gamma_0} T'(\lambda) T(\lambda)^{-1}\,\dd\lambda \right].

The trace is taken after integration; the pointwise integrand need not be trace class. For the linear pencil T(λ)=LλT(\lambda)=L-\lambda,

T(λ)T(λ)1=(λL)1,T'(\lambda)T(\lambda)^{-1} =(\lambda-L)^{-1},

so the contour integral is the Riesz projection. For a nonlinear pencil, a chain (u0,,um1)(u_0,\ldots,u_{m-1}) satisfies

j=0k1j!T(j)(λ0)ukj=0,k=0,,m1.\sum_{j=0}^{k} \frac1{j!} T^{(j)}(\lambda_0)u_{k-j} =0, \qquad k=0,\ldots,m-1.

The k=0k=0 equation is T(λ0)u0=0T(\lambda_0)u_0=0; the next is

T(λ0)u1+T(λ0)u0=0.T(\lambda_0)u_1 +T'(\lambda_0)u_0 =0.

Thus dimkerT(λ0)\dim\ker T(\lambda_0) is only the geometric multiplicity. Algebraic multiplicity, inverse pole order, and residue rank need not agree.

The finite-dimensional pencil

A(λ)=(λ200λ)A(\lambda) = \begin{pmatrix} \lambda^2&0\\ 0&\lambda \end{pmatrix}

makes all three distinctions visible at λ=0\lambda=0. Its kernel has dimension two, while

A(λ)A(λ)1=(2/λ001/λ)A'(\lambda)A(\lambda)^{-1} = \begin{pmatrix} 2/\lambda&0\\ 0&1/\lambda \end{pmatrix}

gives algebraic multiplicity three. Meanwhile A1A^{-1} has pole order two and residue diag(0,1)\operatorname{diag}(0,1) of rank one.

Let PP be a self-adjoint scattering operator. Its physical resolvent is initially defined away from σ(P)\sigma(P). A resonance theory begins only after a cutoff or weighted resolvent has been continued meromorphically through part of the continuous spectrum, often on a branched cover of the energy plane. A resonance is a pole of that declared continuation.

We will reserve “resonance” for a pole on a nonphysical continuation and call a physical-sheet pole an eigenvalue. Some sources include the latter in the resonance set, so this convention must be checked when comparing statements.

The qualifiers are part of the definition:

  • which resolvent or scattering matrix is continued;
  • between which weighted, cutoff, or compactly supported spaces;
  • which parameter is used, such as energy zz or wave number kk with z=k2z=k^2;
  • across which threshold or branch cut; and
  • how pole multiplicity is counted.

Such a continuation is a theorem for a specified class of operators, not a formal consequence of writing an outgoing exponential. In even spatial dimensions it commonly lives on a logarithmic cover, while thresholds such as k=0k=0 need separate treatment.

Let

P= ⁣d2 ⁣dx2+V(x)P=-\frac{\dd^2}{\dd x^2}+V(x)

on the line, with VLc(R;R)V\in L^\infty_c(\mathbb R;\mathbb R). For Imk>0\operatorname{Im}k>0 wherever k2ρ(P)k^2\in\rho(P), the physical resolvent

RV(k)=(Pk2)1R_V(k)=(P-k^2)^{-1}

acts in particular from compactly supported to locally square-integrable functions. Choose Jost solutions

f(x,k)eikx(x),f+(x,k)e+ikx(x+).\begin{aligned} f_-(x,k)&\sim\ee^{-\ii kx} && (x\to-\infty),\\ f_+(x,k)&\sim\ee^{+\ii kx} && (x\to+\infty). \end{aligned}

With the book’s Wronskian convention, its outgoing Green kernel is

G(x,y;k)=f(x<,k)f+(x>,k)Wr[f,f+](k),G(x,y;k) = -\frac{ f_-(x_<,k)f_+(x_>,k) }{ \Wr[f_-,f_+](k) },

where

x<=min(x,y),x>=max(x,y).x_<=\min(x,y), \qquad x_>=\max(x,y).

The minus sign makes the derivative jump solve (Pk2)G=δ(P-k^2)G=\delta. The cutoff resolvent continues meromorphically in kk for this compactly supported one-dimensional model. Its poles are resonances. Zeros of the continued Jost Wronskian produce those poles unless a numerator cancellation intervenes.

For Imk<0\operatorname{Im}k<0, the outgoing exponentials grow at their respective spatial ends. A resonant state is therefore generally not an L2L^2 eigenfunction. Moreover, kk and k-k correspond to the same energy k2k^2 but opposite radiation conditions.

A Robin pole crosses the square-root sheets

Section titled “A Robin pole crosses the square-root sheets”

On the half-line, let

Hh= ⁣d2 ⁣dx2,D(Hh)={uH2(0,):u(0)=hu(0)},hR.\begin{aligned} H_h&=-\frac{\dd^2}{\dd x^2},\\ \mathcal D(H_h) &= \left\{ u\in H^2(0,\infty): u'(0)=h\,u(0) \right\}, \qquad h\in\mathbb R. \end{aligned}

This is a self-adjoint operator. For Imk>0\operatorname{Im}k>0 and k0k\ne0, with k2ρ(Hh)k^2\in\rho(H_h), its outgoing resolvent kernel is

Gh(k;x,y)=i2k[eikxy+kihk+iheik(x+y)].\begin{aligned} G_h(k;x,y) = \frac{\ii}{2k} \biggl[ &\ee^{\ii k|x-y|}\\ &+ \frac{k-\ii h}{k+\ii h} \ee^{\ii k(x+y)} \biggr]. \end{aligned}

Direct differentiation gives

xGh(k;0,y)=hGh(k;0,y).\partial_xG_h(k;0,y) = h\,G_h(k;0,y).

For h0h\ne0, the continued kernel has a nonthreshold pole at k=ihk=-\ii h. If h<0h<0, the pole lies on the physical upper half-plane and u(x)=ehxu(x)=\ee^{hx} is an L2L^2 eigenfunction with energy h2-h^2. If h>0h>0, the same formal energy lies at a lower-half-plane pole; its outgoing state ehx\ee^{hx} grows and is not in L2L^2. It is often called a virtual or antibound state. At h=0h=0, the pole reaches the threshold k=0k=0. The domain, wave-number sheet, and radiation condition—not the energy k2=h2k^2=-h^2 alone—make the distinction.

This formula explains why a boundary Wronskian can represent a resonance. It does not license that interpretation for an arbitrary ODE: the continued resolvent and the equivalence of its poles with Wronskian zeros still have to be established.

Quasinormal modes are convention-locked resonances

Section titled “Quasinormal modes are convention-locked resonances”

Consider a separated wave equation with time dependence eiωt\ee^{-\ii\omega t} and a tortoise coordinate rr_*. In an asymptotically flat black-hole model, a typical radial equation has the form

 ⁣d2ψ ⁣dr2+(ω2V(r))ψ=0.\frac{\dd^2\psi}{\dd r_*^2} +\bigl(\omega^2-V(r_*)\bigr)\psi =0.

For a nonrotating horizon, the usual quasinormal conditions are

ψ(r)eiωr(r),future-horizon ingoing,ψ(r)e+iωr(r+),spatial-infinity outgoing.\begin{aligned} \psi(r_*)&\sim\ee^{-\ii\omega r_*} && (r_*\to-\infty), &&\text{future-horizon ingoing},\\ \psi(r_*)&\sim\ee^{+\ii\omega r_*} && (r_*\to+\infty), &&\text{spatial-infinity outgoing}. \end{aligned}

The signs follow from the null coordinates v=t+rv=t+r_* and u=tru=t-r_*. With the chosen eiωt\ee^{-\ii\omega t} convention, temporal decay means Imω<0\operatorname{Im}\omega<0. Reversing the time Fourier convention reverses the printed radial signs and the decaying half-plane.

These conditions are nonselfadjoint. Decaying quasinormal modes usually grow in rr_* at both ends and are not Hilbert-space eigenfunctions of the physical self-adjoint wave operator. “Ingoing at the horizon” is more invariantly future-horizon regularity. In rotating or charged problems, the horizon phase contains a shifted frequency such as ωmΩHqΦH\omega-m\Omega_H-q\Phi_H, not simply ω\omega.

The outer condition depends on the spacetime. Asymptotically de Sitter problems use a cosmological-horizon radiation condition; asymptotically AdS problems instead require a declared admissible boundary condition, such as Dirichlet, Robin, normalizability, or a holographically selected quantization. “Outgoing at infinity” is not a universal QNM prescription.

When a meromorphic continuation of the stationary resolvent or retarded Green function has been constructed, its poles define quasinormal frequencies and justify the mode condition. In other frameworks QNMs are eigenvalues of a time-translation generator on a carefully chosen space. Equivalence between these definitions is a theorem in particular settings.

Exceptional frequencies, thresholds, gauge modes, and branch cuts can spoil a naive one-to-one identification. Higher-order poles or Jordan chains produce polynomial factors multiplying eiωt\ee^{-\ii\omega t}. A discrete pole set does not imply completeness, and late-time tails from branch cuts are not captured by a pure QNM sum.

Before calling a complex number an eigenvalue, resonance, or quasinormal frequency, record:

DatumQuestion to answer
ExpressionWhich scalar or matrix differential expression is used?
Function spaceWhat measure, weight, regularity, or weighted space is intended?
DomainWhich endpoint, interface, gauge, and regularity conditions make the operator closed?
ParameterDoes the problem use λ\lambda, kk, λ=k2\lambda=k^2, or a nonlinear pencil?
Analytic familyIs the domain fixed, the family Fredholm, and one value invertible?
ContinuationWhich resolvent continues, between which spaces, and onto which sheet?
Boundary modesWhich normalized local solutions are selected at each end?
MultiplicityIs it a kernel dimension, Riesz rank, pole order, or contour index?
VerificationWhich independent operator, Wronskian, or numerical check is available?

The connection matrices from the preceding pages become spectral only after this ledger selects an entry and supplies its analytic meaning.

Taking the spectrum of a differential expression. The Dirichlet, Neumann, and periodic interval examples have the same expression and different spectra. Always name the space and closed domain.

Imposing a boundary condition at a limit-point endpoint. A separated self-adjoint realization needs no condition there. Adding one can overdetermine the domain or define a different, nonselfadjoint problem.

Calling real coefficients self-adjoint. Symmetry requires the boundary form to vanish, and self-adjointness requires the adjoint domain to coincide. Endpoint classification and domain maximality are essential.

Applying analytic Fredholm theory to a moving domain. Reformulate frequency-dependent boundary data as an augmented map on a fixed maximal domain. Then verify Fredholmness, index zero, and invertibility somewhere.

Calling every outgoing solution a resonance. A resonance is a pole of a specified meromorphic continuation. The outgoing mode is equivalent only after an operator theorem connects the two.

Forgetting Fourier and sheet conventions. The signs of ingoing and outgoing exponentials and the decaying half-plane depend on eiωt\ee^{-\ii\omega t} versus e+iωt\ee^{+\ii\omega t}. Energy and wave-number planes also have different branch structures.

1. Make separated boundary conditions isotropic. Let ff and gg satisfy the same separated real conditions with angles α\alpha and β\beta. Prove directly from the endpoint vectors that the Lagrange boundary form vanishes. Why does this give a self-adjoint, rather than merely symmetric, regular realization?

Solution

At the left endpoint, the condition says that both endpoint vectors lie in the complex line spanned by

qα=(sinαcosα).q_\alpha = \begin{pmatrix} -\sin\alpha\\ \cos\alpha \end{pmatrix}.

Thus Yf(a)=cfqαY_f(a)=c_fq_\alpha and Yg(a)=cgqαY_g(a)=c_gq_\alpha. Since qαTJqα=0q_\alpha^{T}Jq_\alpha=0,

[f,g](a)=cgcfqαTJqα=0.[f,g](a) = \overline{c_g}c_f q_\alpha^{T}Jq_\alpha =0.

The same argument with qβq_\beta gives [f,g](b)=0[f,g](b)=0, so Green’s identity proves symmetry. The four-dimensional regular boundary-data space carries the nondegenerate symplectic form [f,g](b)[f,g](a)[f,g](b)-[f,g](a). The two independent endpoint conditions define a maximal isotropic subspace. Maximality is exactly what makes the adjoint domain no larger, so the realization is self-adjoint.

2. Reconstruct the three interval spectra. Starting from y=λy-y''=\lambda y on (0,L)(0,L), derive the Dirichlet, Neumann, and periodic spectra in the table above, including the zero modes and multiplicities.

Solution

Integration by parts under any of the three boundary conditions gives

0Ly2 ⁣dx=λ0Ly2 ⁣dx,\int_0^L |y'|^2\,\dd x = \lambda \int_0^L |y|^2\,\dd x,

so an eigenvalue is nonnegative. At λ=0\lambda=0, the affine solutions show that Dirichlet has no nonzero eigenfunction, while Neumann and periodic conditions retain only the constants.

For λ=k2>0\lambda=k^2>0,

y(x)=Acos(kx)+Bsin(kx).y(x)=A\cos(kx)+B\sin(kx).

Dirichlet conditions give A=0A=0 and sin(kL)=0\sin(kL)=0, hence k=nπ/Lk=n\pi/L with n1n\ge1. Neumann conditions give B=0B=0 and the same positive wave numbers. For periodic data, propagation through one period must fix the initial vector. The propagation matrix is

M(k)=(cos(kL)sin(kL)/kksin(kL)cos(kL)),M(k) = \begin{pmatrix} \cos(kL)&\sin(kL)/k\\ -k\sin(kL)&\cos(kL) \end{pmatrix},

and

det(M(k)I)=22cos(kL).\det\bigl(M(k)-I\bigr) = 2-2\cos(kL).

Thus kL=2πnkL=2\pi n. The zero eigenspace consists of the constants. Every positive eigenvalue corresponds to nn and n-n, or equivalently to the independent functions cos(2πnx/L)\cos(2\pi nx/L) and sin(2πnx/L)\sin(2\pi nx/L), so it has multiplicity two.

3. Locate the inverse-square transition. Derive the indicial powers for τg\tau_g at zero and recover the limit-circle threshold g=3/4g=3/4. Explain what happens at the borderline.

Solution

Substitution of y=xρy=x^\rho into the leading zero-energy equation gives

ρ(ρ1)+g=0,-\rho(\rho-1)+g=0,

so

ρ=12±ν,ν=g+14.\rho=\frac12\pm\nu, \qquad \nu=\sqrt{g+\frac14}.

A power xρx^\rho with real ρ\rho lies in L2(0,ε)L^2(0,\varepsilon) exactly when 2ρ>12\rho>-1. The plus solution is square-integrable for every ν0\nu\ge0, whereas the minus solution is square-integrable precisely when ν<1\nu<1. Therefore zero is limit-circle for 1/4g<3/4-1/4\le g<3/4 and limit-point for g3/4g\ge3/4. At g=3/4g=3/4, the second behavior is x1/2x^{-1/2} and its squared modulus has the divergent integral 0εx1 ⁣dx\int_0^\varepsilon x^{-1}\,\dd x, so the borderline belongs to the limit-point case. At g=1/4g=-1/4, the repeated-root solution x1/2logxx^{1/2}\log x remains square-integrable.

4. Separate four multiplicity notions. For

B(λ)=(λ3002+λ),B(\lambda) = \begin{pmatrix} \lambda^3&0\\ 0&2+\lambda \end{pmatrix},

compute at λ=0\lambda=0 the kernel dimension, algebraic multiplicity, pole order of B1B^{-1}, and rank of its residue. Exhibit a longest chain.

Solution

The kernel of B(0)B(0) is Ce1\mathbb C e_1, so the geometric multiplicity is one. On a small circle about zero,

B(λ)B(λ)1=(3/λ001/(2+λ)).B'(\lambda)B(\lambda)^{-1} = \begin{pmatrix} 3/\lambda&0\\ 0&1/(2+\lambda) \end{pmatrix}.

The contour trace is therefore 33, equal to the order of the zero of detB(λ)=λ3(2+λ)\det B(\lambda)=\lambda^3(2+\lambda). Hence the algebraic multiplicity is three.

Meanwhile,

B(λ)1=(λ300(2+λ)1)B(\lambda)^{-1} = \begin{pmatrix} \lambda^{-3}&0\\ 0&(2+\lambda)^{-1} \end{pmatrix}

has pole order three but zero residue, whose rank is zero. A chain of length three is (u0,u1,u2)=(e1,0,0)(u_0,u_1,u_2)=(e_1,0,0). It cannot be extended: the k=3k=3 chain equation contains

13!B(3)(0)u0=e1,\frac1{3!}B^{(3)}(0)u_0=e_1,

which does not lie in the range of B(0)B(0). This example separates geometric multiplicity and residue rank from algebraic multiplicity and inverse pole order. Together with the preceding two-channel example, it prevents the four notions from being used as synonyms.

5. Audit the Robin pole. Verify the boundary condition for GhG_h, locate its continued pole, and classify that pole for h<0h<0 and h>0h>0. What changes at h=0h=0?

Solution

For y>0y>0 and x=0x=0, differentiation of the two exponentials gives

xGh(k;0,y)=1Rh(k)2eiky,Gh(k;0,y)=i(1+Rh(k))2keiky,\begin{aligned} \partial_xG_h(k;0,y) &= \frac{1-R_h(k)}2\,\ee^{\ii ky},\\ G_h(k;0,y) &= \frac{\ii\bigl(1+R_h(k)\bigr)}{2k}\, \ee^{\ii ky}, \end{aligned}

where

Rh(k)=kihk+ih.R_h(k)=\frac{k-\ii h}{k+\ii h}.

The identities

1Rh(k)=2ihk+ih,1+Rh(k)=2kk+ih1-R_h(k)=\frac{2\ii h}{k+\ii h}, \qquad 1+R_h(k)=\frac{2k}{k+\ii h}

give xGh=hGh\partial_xG_h=hG_h. For h0h\ne0, the continued kernel has its nonthreshold pole at k=ihk=-\ii h. If h<0h<0, then kk lies in the upper half-plane and eikx=ehx\ee^{\ii kx}=\ee^{hx} is square-integrable: the energy h2-h^2 is an eigenvalue. If h>0h>0, the pole lies in the lower half-plane and the same outgoing state grows, so this is a virtual or antibound pole rather than an L2L^2 eigenvalue. For h=0h=0, the pole meets the threshold k=0k=0; it must be treated as a threshold singularity, not as an ordinary isolated nonzero resonance.

6. Derive the quasinormal signs. With time dependence eiωt\ee^{-\ii\omega t}, use u=tru=t-r_* and v=t+rv=t+r_* to recover the radial factors at the future horizon and at spatial infinity. Which half-plane describes temporal decay, and how do the decaying modes behave spatially?

Solution

A wave regular and ingoing at the future horizon depends on the advanced coordinate vv, so

eiωv=eiωteiωr.\ee^{-\ii\omega v} = \ee^{-\ii\omega t} \ee^{-\ii\omega r_*}.

An outgoing wave at spatial infinity depends on the retarded coordinate uu, so

eiωu=eiωte+iωr.\ee^{-\ii\omega u} = \ee^{-\ii\omega t} \ee^{+\ii\omega r_*}.

Since eiωt=e(Imω)t|\ee^{-\ii\omega t}|=\ee^{(\operatorname{Im}\omega)t}, temporal decay requires Imω<0\operatorname{Im}\omega<0. Writing Imω=γ\operatorname{Im}\omega=-\gamma with γ>0\gamma>0, the horizon factor grows like eγr\ee^{\gamma|r_*|} as rr_*\to-\infty, and the infinity factor grows like eγr\ee^{\gamma r_*} as r+r_*\to+\infty. This spatial growth is why a decaying quasinormal mode is generally not an L2L^2 eigenfunction.

7. Turn a Wronskian zero into a theorem. A computation finds Wr[f,f+](k0)=0\Wr[f_-,f_+](k_0)=0 for two formally outgoing solutions. List what must still be established before calling k0k_0 a resonance, and state the additional test needed to determine its multiplicity.

Solution

One must specify the physical resolvent, its source and target spaces, the continuation domain, the wave-number or energy variable, the branch cut, and the sheet containing k0k_0. A theorem must construct a meromorphic continuation there and identify its homogeneous nullvectors with the chosen outgoing solutions. One must also exclude cancellation between the Wronskian zero and the Green-kernel numerator, and treat thresholds separately.

To determine multiplicity, embed the boundary problem into a fixed-domain Fredholm family and evaluate its local contour index, or equivalently use a proved resonance-projection formula. The order of the scalar Wronskian zero agrees with operator algebraic multiplicity only under such a comparison theorem; neither the kernel dimension nor the pole order alone is a substitute.