For the catenoid profile spanning fixed-endpoint rings, the second variation of is
This refers to axisymmetric graph variations, not all possible changes in surface topology. Strict positivity for every nonzero admissible variation gives a strict local minimum in the topology: the positive lowest Dirichlet eigenvalue of the regular Sturm-Liouville problem gives coercivity, and sufficiently small coefficient perturbations preserve it. The zero variation must be excluded from a strict-positivity hypothesis.
For , the equation has a bounded solution on if and only if . All bounded solutions differ by a constant. To prove necessity, integrate the equation once. The quantity has finite endpoint limits, and any nonzero endpoint limit would force logarithmic growth in . Both limits must therefore vanish, yielding the zero-mean condition. For sufficiency set and . Zero mean implies , so is bounded and extends continuously to the endpoints. The homogeneous solutions are a constant and , proving uniqueness up to a constant. This is the Fredholm alternative for the zero eigenvalue of this singular Sturm-Liouville problem.
The eigenfunction expansion in Legendre polynomials is . It follows by projecting onto the eigenfunctions with eigenvalues . Completeness follows because the Legendre polynomials span the polynomials, which are dense by the Weierstrass approximation theorem.
Continuity only in the open interval requires more care. Even if is integrable and has zero mean, the primitive of must still be bounded at both ends. For example, has zero endpoint limits and absolutely integrable derivative , but has a divergent primitive. Thus zero mean alone is insufficient without endpoint control.
For the Sturm-Liouville problem , assume that the boundary term vanishes. One integration by parts gives the displayed identity. Distinct eigenvalues make the right side zero by orthogonality of Sturm-Liouville eigenfunctions, so the derivatives are orthogonal with weight , while the original functions are orthogonal with weight . This conclusion uses the absence of the term: for a general potential the extra integral need not vanish. For the Chebyshev polynomial of the second kind of degree , the two weights are and .
For and , the Sturm-Liouville problem with one Dirichlet boundary condition and one Robin boundary condition has positive eigenvalues. Indeed, integration by parts gives
for every nonzero eigenfunction. Let and . The eigenfunctions are proportional to , with
For each , there is exactly one root in : on that interval increases strictly from to a positive value. There are no other positive roots. The apparent root gives only the zero sine function and is not an eigenvalue.
For fixed , write . The root equation becomes , hence
An optional unit normalization uses . The positive sign of the Robin boundary term matters: reversing it can introduce nonpositive modes, as in nonpositive modes in a Dirichlet-Robin interval expansion.
For positive diffusivity , a diffusion equation with potential-driven drift has diffusive flux . On a finite interval with zero flux at both endpoints, the total amount is conserved. The substitution converts the decay eigenvalue problem to the Sturm-Liouville problem
The Rayleigh quotient is . Its zero eigenfunction is constant, giving the stationary solution . This is a spatial Boltzmann distribution; changes relaxation rates but cancels out of the zero-flux equilibrium profile. For a sufficiently regular positive and bounded , the constant eigenfunction is the unique zero mode up to scale.
For on , use the regular finite branch at zero, decay at infinity, and a finite quadratic-form energy. For trial functions with , integration by parts gives
The Rayleigh quotient is at least , with equality exactly for a nonzero multiple of . Direct substitution verifies that this is an eigenfunction with eigenvalue , so the lower bound is attained. The zero coefficient makes this a singular-endpoint Sturm-Liouville problem; regularity replaces a prescribed zero endpoint value. Continuous piecewise differentiable trials of finite form energy are allowed in the Rayleigh-Ritz method, even if their derivative has a jump away from the endpoint.
For the Volterra integration operator , its adjoint is . With , the input singular vectors are and the output singular vectors , with singular values . The associated Sturm-Liouville problem has Neumann condition at zero and Dirichlet condition at one for the cosine basis; the sine basis has the reversed conditions. These complete orthonormal bases give a singular value system for an injective compact operator with dense range.
Let be the regular self-adjoint operator of a Sturm-Liouville problem, with eigenfunctions orthonormal for the weighted inner product . For outside its spectrum, the displayed kernel satisfies with an ordinary, unweighted Dirac delta. Indeed weighted completeness gives . Thus solves . A kernel integrated against instead omits the prefactor. For real coefficients, the weighted reciprocity relation is when the spectral parameter is real and outside the spectrum. A zero eigenvalue prevents inversion at without a forcing compatibility condition or a projected inverse.
Orthogonality of Sturm-Liouville eigenfunctions Created 2026-10-06 Updated 2026-10-07
For a regular self-adjoint Sturm-Liouville problem with positive weight and self-adjoint boundary conditions, eigenfunctions with distinct eigenvalues are orthogonal in the weighted inner product . Integration by parts proves this by equating and .
Write the operator in divergence form:
The Legendre differential equation therefore gives
These are the eigenvalues of . With the common positive-sign convention for a Sturm-Liouville problem, use instead:
This is a singular Sturm-Liouville problem, because vanishes at the endpoints. Bounded eigenfunctions select the nonlogarithmic branches and satisfy there. The Lagrange identity for a Sturm-Liouville operator gives
The eigenvalues are distinct, proving the orthogonality condition
The weight is one. No choice of normalization of the Legendre polynomials is needed for this conclusion.
Use the weighted inner product . For real eigenfunctions, integration by parts with the zero endpoint values gives
Thus . The regular separated Sturm-Liouville problem has simple eigenvalues: for a fixed eigenvalue, prescribing leaves only the initial flux free, so uniqueness of the associated first-order system makes any two eigenfunctions proportional. Distinct eigenfunctions are therefore orthogonal, and choosing their signs and scales so that gives
The positive energy form realizes as a positive self-adjoint operator in this weighted space, with compact inverse on the bounded interval. The spectral theorem for compact self-adjoint operators supplies a complete eigenbasis. This is the standard regular Sturm-Liouville eigenfunction expansion, also valid with continuous by working with the continuous flux .
For a source , expand a zero-endpoint solution of in that basis. Multiplication by and unweighted integration give
Since is not an eigenvalue, every coefficient is determined. The spectral Green function of a regular Sturm-Liouville problem is consequently
Weighted completeness means as a distribution, so applying to this series produces the required delta source. The source integration is with , explaining the absence of an additional factor in the stated kernel.
For the subsequent operator the sign is explicitly reversed: and . To cover every real non-eigenvalue , define the homogeneous solution
It satisfies , and . Matching the two endpoint solutions continuously at with derivative jump yields
The denominator is nonzero precisely off the Dirichlet eigenvalues . In particular . At , its spectral expansion gives
This odd reciprocal-square sum from a Dirichlet Green function proves .
Work at fixed enclosed mass , so the perturbations are fluid Lagrangian perturbations. The equilibrium acceleration vanishes. Varying the factor in the gravitational force contributes , while varying the factor multiplying the acceleration gives no first-order term because the background acceleration is zero. With , the linearized momentum equation is
Conservation of the mass of each displaced shell gives its fractional density change as minus the fractional volume change. Thus
The adiabatic relation is . Use and the stellar hydrostatic equation to turn the mass-coordinate momentum equation into . It follows that the radial stellar pulsation equation is
The stellar adiabatic exponent may vary with radius, so it must remain inside the derivative.
Expand the derivative and multiply by . The self-adjoint differential equation becomes
Hence and in the requested form. Multiplying by a real eigenfunction and integrating gives the boundary term . It vanishes for a regular centre and bounded admissible surface displacement and derivative, since . Therefore the weighted stellar pulsation Rayleigh quotient is
Real coefficients and the symmetric endpoint conditions give the Sturm-Liouville problem; the Rayleigh-Ritz variational principle identifies its minimum with the lowest squared frequency. For complex amplitudes the corresponding quadratic forms use modulus squares, and the real eigenfunctions may be chosen for this calculation.
Integrate the second term of by parts. Its boundary term again vanishes. The remaining integrand is
Since , one has . Substitution proves the positive-square radial pulsation energy identity
If throughout the positive-pressure interior, both terms are nonnegative for every admissible displacement. No negative squared frequency is then possible. Hence radial dynamical instability requires somewhere inside the star.
For the opposite necessary condition, test the quotient with a nonzero constant . It has and
If everywhere and is strictly below on a positive-pressure interval, this is negative. The lowest eigenvalue is at most this negative trial quotient, proving instability. Strict dynamical stability requires the stronger weighted condition
and in particular somewhere. This is the pressure-weighted radial instability criterion viewed as a necessary test for strict stability.
The word “stability” needs a marginal qualification: if throughout, solves the pulsation equation with . The star is marginally stable in this radial sense, so the strict requirement applies to positive fundamental squared frequency, not to a definition that includes a zero-frequency neutral mode. There is no exponentially growing mode in this equality case, but the zero restoring force also permits a secular solution linear in time.
The conditions are useful as rapid tests, but local threshold crossings are not a complete criterion for a mixed exponent profile. If everywhere and exceeds it on a positive-pressure interval, the square identity forces for every nonzero eigenfunction: zero energy would first force constant and then force that constant to vanish. If everywhere with strict inequality on an interval, the constant trial proves instability. When both types of region occur, somewhere does not alone prove instability, and somewhere does not alone prove stability. A negative pressure-weighted average proves instability, while a positive one tests only the homologous displacement; another radial shape may still have negative energy. Determining the mixed case requires minimizing the full weighted stellar pulsation Rayleigh quotient or solving the radial stellar pulsation equation. These are radial adiabatic statements and do not rule out nonradial, convective or nonadiabatic instabilities.
For the real Sturm-Liouville problem, multiply the equations for and by and , respectively, and subtract. Integration by parts gives
The boundary term vanishes because both functions are zero at both endpoints. Distinct eigenvalues therefore imply weighted orthogonality. For equal indices the integral is the squared weighted norm, so
Let . For in the operator domain, with convergence sufficient to evaluate its quadratic energy, weighted orthogonality gives
For finite sums these identities follow immediately; the corresponding convergent energy expansion follows by approximation in the operator or quadratic-form domain. For nonzero , the Rayleigh quotient is a weighted average of the eigenvalues, so
Equality occurs precisely when only a lowest-eigenvalue component is present.
Assume completeness as permitted and take a sufficiently regular solution of the diffusion equation. It belongs to the weighted expansion space at each positive time; its modal coefficients satisfy . Alternatively differentiate its energy directly and use the preceding inequality:
Thus the squared weighted norm is at most its initial value times . This describes decay when ; positivity of alone does not require if the potential can be negative. The displayed inequality remains valid regardless of that sign.
Let be the background enclosed mass, so and . The background hydrostatic equilibrium is . Use a Lagrangian fluid displacement of each spherical mass shell; denotes its Lagrangian perturbation. Conservation of shell mass gives
and the adiabatic pressure law gives the Lagrangian pressure perturbation
This retains perturbed self-gravity: a shell keeps its enclosed mass while its gravitational acceleration changes with its radius.
In mass coordinates, the exact radial shell equation is . Its first-order perturbation is
Hydrostatic equilibrium gives , and . Thus the perturbation of the pressure-force geometry contributes another , in addition to the gravity term:
Put , so . Expanding the derivative, using constant and , yields the radial stellar pulsation equation:
The coefficient includes both geometric pressure and self-gravity effects; dropping the gravitational perturbation would not give this equation.
For a normal mode , multiply by and integrate. Since , integration by parts gives
Regularity at the center requires with finite , so the lower endpoint vanishes. For an isolated star take and the free-surface condition , with a regular finite-energy displacement; these eliminate the upper boundary term. Hence
These boundary conditions give the self-adjoint radial Sturm-Liouville problem behind the weighted stellar pulsation Rayleigh quotient.
Use the homologous trial fluid displacement , or . It is regular at the center, and vanishes at the free surface. The derivative term in the Rayleigh quotient is zero, leaving
The ratio is a positive weighted average of . Since the central mass density is its maximum,
For multiplication preserves this inequality, proving the central-density upper bound for a radial stellar frequency:
The full positive quadratic form also shows radial stability for constant under these assumptions. A uniform-density equilibrium has constant , making the homologous displacement an exact mode and saturating the bound.
If , the same trial value is strictly negative. Therefore : the star has an exponentially growing radial instability, with growth rate . One must use this negative trial quotient, rather than carrying the central-density inequality across the sign change unchanged. At the limiting value , the homologous displacement has zero restoring force and is a neutral radial mode in this constant-exponent model.
Put , the filament bending modulus in the easier bending direction; is the relevant second moment of area. Take filament tension as positive in extension. A cut at height supports the weight of the material above it, so its axial force is compressive:
The small transverse displacement induces a transverse tension force density , while bending produces . Their balance gives
The same result follows from elastic energy and gravitational energy. To quadratic order, local inextensibility shortens the height of the material point labelled by . Integrating its weight and interchanging the integrals gives the second-order potential energy
Two integration by parts steps in its first variation give
The clamped boundary conditions fix displacement and slope at the base, and the unconstrained tip must have zero bending moment and transverse end force. Thus the complete four conditions are
Since the filament tension vanishes at the tip, the last condition is . Integrate the ordinary differential equation once: is constant, and its tip value makes that constant zero. For the slope , it follows that
The other tip condition already follows from this equation for a regular solution; it is not a third independent condition on the second-order slope problem. Finally reconstruct to impose the base position.
Set , , and . Then and , so becomes
Substituting gives
This is the Bessel differential equation of order , whose two independent Bessel functions of the first kind give
The tip is . To decide which branch is admissible, retain both leading behaviours, not just the fact that stays finite:
Since and , the first branch has zero tip derivative, while the second has a nonzero tip derivative. The moment-free condition therefore sets , and it does not require the tip slope itself to vanish. The base condition now requires
Let be the first positive zero. The Bessel threshold for self-buckling of a vertical rod is
To identify this as the first loss of stability, write the quadratic energy in terms of the slope as . On functions with , its critical coefficient is the minimum Rayleigh quotient ; variation supplies the moment-free condition at the tip and the same Sturm-Liouville problem. The first zero gives the lowest eigenvalue, so the straight state is stable below this load, neutral at it, and unstable above it, with the easier direction buckling first.
Let and suppose stays positive and sufficiently smooth in the region considered. Write in . The leading and first transport equations of the WKB approximation are
With , they give and . Thus the leading WKB approximation for a slowly varying oscillator is
The amplitude is fixed by the transport equation, not just by replacing the constant wave number in a sinusoid. The local validity condition is that variation of over a wavelength is small, for example .
If , the same calculation gives the evanescent form
At a classical turning point where vanishes, these amplitudes diverge and the separated WKB descriptions cease to be uniform. For a simple zero, an Airy turning-point connection formula replaces them in an interval in ; it connects oscillation to exponential behavior with the usual quarter-phase shift. A higher-order zero needs a different local canonical problem, so the Airy statement assumes a simple turning point.
For a smooth positive weight on the closed interval, let . The local wave number in the Sturm-Liouville problem is , and the condition at zero selects a sine. Imposing the condition at gives the WKB quantization condition
For weighted normalization , rapidly oscillating averaging gives . There is no turning-point phase correction here because stays positive at both endpoints with Dirichlet boundary conditions.
In the specified example , so and . To solve exactly, set and . Direct differentiation reduces the Euler-Cauchy equation to on , with zero endpoint values. Hence the inverse-square weighted Dirichlet spectrum is
Values give no nonzero solution satisfying both endpoint conditions. The WKB eigenfunction shape after leading quantization is actually identical to this exact shape; the leading eigenvalue omits .
Using the exact eigenvalue as the reference, its relative error is
Thus is sufficient and necessary among positive integers. Referencing the approximate value instead gives , and the same integer answer.
Use primes for differentiation with respect to . Since , substituting the amplitude-phase representation into the differential equation and separating real and imaginary parts gives
The second equation is exactly . Thus, with a real constant and ,
This exact amplitude-phase equation is the Ermakov-Pinney equation for the oscillator. Conversely, any real nonvanishing satisfying it and gives an exact complex solution. Existence is not an asymptotic assumption: choose independent real solutions of the original equation, form , and set . Their nonzero constant Wronskian prevents simultaneous zeros. The phase derivative satisfies , so it is constant. Complex conjugation gives a second branch, and linear combinations recover real solutions.
For the WKB approximation, work on an interval where is smooth and bounded away from zero. Choose the positive phase branch and an -independent positive . The equations naturally admit even-power expansions
There is no order- phase correction in this convention. Leading order gives and . Comparing order in the real equation yields
Consequently
The constants absorb the normalization. The opposite phase branch changes the sign of and its correction. A zero of is a classical turning point where this particular expansion fails; the exact amplitude-phase equation itself remains valid for a suitable complex solution.
For the Sturm-Liouville problem, take and use the interval coordinate as , so on . Combining the conjugate branches to satisfy the left Dirichlet boundary condition produces a sine of the phase integral from zero. The right Dirichlet boundary condition requires an integer multiple of . No turning-point phase shift is present. We have
Thus the two-term Dirichlet WKB quantization is
Solving first for the square root and then squaring gives
As an independent sign check, the Liouville transformation of a second-order equation with and gives on an interval of length . The mean transformed potential is , consistent with the constant spectral correction.
For , interchange the integrals in the inner product of the Volterra integration operator:
Thus the adjoint operator is . The triangular integration kernel is square-integrable, so is a Hilbert-Schmidt operator and hence a compact operator.
Set and . Direct integration gives
since . Product-to-sum identities give . For completeness, satisfies , , . The associated Sturm-Liouville problem has precisely the complete mixed-boundary cosine basis ; gives the mixed-boundary sine basis , with , . Both and are injective, since differentiation of their zero integrals recovers their inputs. Their singular vectors therefore cover the entire two Hilbert spaces, rather than just proper orthogonal complements.
The given functions form the complete singular value system, with . This is the mixed-boundary singular system of the Volterra operator.
Let primes denote radial derivatives of the equilibrium and put . The linearized continuity, adiabatic pressure and Poisson equation are
Take the time derivative of the Poisson equation and substitute continuity. Integration in radius gives
Centre regularity excludes a changing point mass at the origin, so and
The perturbed self-gravity must be retained; this calculation does not make the Cowling approximation.
The radial linear momentum equation is . Differentiate it in time and use the preceding equations:
The equilibrium has and . The remaining terms simplify as
Consequently the radial stellar oscillation equation is
The derivative acts on the full variable coefficient ; discarding would change the result.
For , . Substitute and multiply by . Combining the two terms proportional to into a total derivative gives the radial stellar pulsation equation,
Set , and . The Sturm-Liouville operator is
For regular physical perturbations, is finite at the centre and at the free surface. For a nonzero-frequency mode the fluid displacement is , so vanishing Lagrangian pressure perturbation is equivalent to . With and finite , this gives . Zero-frequency modes use the same displacement boundary condition directly. Assume bounded , positive in the interior and the usual finite-energy endpoint domain. Integration by parts gives
Thus this physical self-adjoint differential operator has real eigenvalues . The endpoint domain is essential: the fact that vanishes does not by itself allow arbitrary singular trial functions. The regular free-surface realization of the Sturm-Liouville problem is the one used here.
The Rayleigh-Ritz variational principle gives the fundamental squared frequency as the infimum of the weighted stellar pulsation Rayleigh quotient,
The infimum is over admissible finite-energy functions satisfying the physical endpoint conditions. If this quotient is nonnegative for every such function, all radial frequencies are real and there is no exponentially growing radial mode. A negative value for even one trial function proves a negative eigenvalue and an exponentially growing solution, because . A zero lowest value is marginal and needs separate treatment of neutral motion.
Choose the homologous trial function , which corresponds to radial velocity proportional to . Its gradient contribution is zero, and
The denominator is positive. Hence
This pressure-weighted radial instability criterion is sufficient, not necessary: another trial function can detect instability even if this one does not. For a constant stellar adiabatic exponent it recovers instability below . At constant , the homologous mode is neutral. For constant , in a normally stratified hydrostatic equilibrium, so the quotient is positive and the star is radially stable.
Take a static, nonrotating, nonmagnetic spherical equilibrium with and . Use a fluid displacement . Write for Eulerian fluid perturbations. The Lagrangian pressure perturbation and corresponding mass density change obey , . Linearizing mass conservation, the Euler equations for an inviscid fluid and Poisson equation for Newtonian gravity gives
There is no equilibrium acceleration to multiply a perturbed mass density. The adiabatic process condition, with composition carried by the parcel, closes the system:
These are the complete linear adiabatic stellar oscillation equations, including the perturbation of self-gravity. Neglect of heat exchange is appropriate when oscillation periods are short compared with relevant thermal relaxation times; it does not determine nonadiabatic excitation or damping.
For the pressure and buoyancy modes, separate angular dependence using spherical harmonics:
The horizontal amplitude has dimensions of length. Angular differentiation gives , and tangential momentum gives . Define the adiabatic sound speed, stellar buoyancy frequency and Lamb frequency by
The adiabatic mass density relation becomes . Substitution produces a radial form of the full oscillation equations for nonzero :
The apparent factor is evaluated through its defining gradient at the centre rather than by dividing two zeros.
Regularity at the centre excludes singular solutions. At a free surface the Lagrangian pressure perturbation vanishes, ; outside the star the gravitational perturbation decays as . For a model with mass density tending to zero at its surface, continuity of and its radial derivative gives . If the equilibrium mass density jumps to vacuum, include the displaced-surface mass sheet: the outward-minus-inward derivative jump is , so the interior condition is . An atmospheric boundary condition can replace the ideal free surface.
These conditions make an eigenvalue, not an arbitrary local sound frequency. With conservative boundary conditions the adiabatic operator is self-adjoint, giving real ; negative values describe instability. The frequencies depend on , self-gravity, stratification and boundaries, as well as angular degree and radial order. In a spherical nonrotating star they are degenerate in . For homologous equilibrium structures, their scale is
thus the typical oscillation time measures inverse square root of mean mass density, while individual frequencies probe the interior adiabatic sound speed and stellar buoyancy frequency profiles.
For radial modes, write . Eliminating the pressure and gravitational perturbations gives the radial stellar pulsation equation
This is a Sturm-Liouville problem. Multiplication by and integration, with vanishing boundary terms, gives its Rayleigh quotient
For constant , makes both numerator contributions nonnegative. At , a homologous displacement is neutral; for constant the same trial displacement makes the quotient negative. For the uniform-density stellar model, constant is an exact mode and . With varying , the integral criterion, rather than a universal pointwise threshold, controls radial stability.
The Cowling approximation neglects while retaining the equilibrium gravitational field. It is useful for short-wavelength modes, but is not needed for the full derivation above. In a locally slowly varying region, take both remaining amplitudes proportional to and retain the leading derivative terms. Then
Eliminating either amplitude gives the acoustic-gravity propagation relation
Positive is oscillatory propagation; negative means an evanescent wave. The high-frequency branch, , describes stellar acoustic modes, restored chiefly by compressibility and pressure. At frequencies well above , this gives . The low-frequency propagating branch in stable stratification, , instead describes stellar gravity modes, restored by buoyancy. At there is no such nonradial gravity-wave cavity.
A stellar acoustic mode is trapped between an inner turning point near and an outer reflecting region. Low- modes penetrate deeply; radial modes reach the centre. Higher-degree modes turn farther out. Standing waves require the WKB quantization condition
where the phase depends on the central or turning-point behaviour and surface reflection. For high radial order and small degree, the leading acoustic travel-time result is the large frequency separation
The term is the leading central angular phase shift; smaller frequency separations depend on detailed interior gradients. The near-surface mass density stratification sets the acoustic cutoff frequency. In a plane-parallel isothermal atmosphere with mass density scale height , . Modes below this cutoff can reflect and form a cavity; waves sufficiently above it escape and need an outgoing-wave boundary condition. Nonadiabatic damping, driving and rotation alter real-star mode properties, but the adiabatic frequency problem isolates their dependence on the equilibrium structure.