Use natural units and the Minkowski metric . A real scalar field assigns a real variable to each spatial point. Its Lagrangian density can be taken to be
The principle of stationary action gives the Euler-Lagrange equation . With , this is the Klein-Gordon equation. An additional nonlinear part of describes interactions.
The canonical momentum is . The Legendre transform in mechanics gives the canonical Hamiltonian density of a real scalar field
The Hamiltonian equations and recover the same field equation. In canonical quantization, the fields become operators satisfying the equal-time canonical commutation relations
A spatial lattice makes the analogy with many coupled quantum-mechanical coordinates precise. Each lattice field value is a coordinate, with its own conjugate momentum. The path integral is another representation of the same quantum evolution.
To see its origin, first consider one coordinate with . Split a time interval into steps of length and insert position and momentum resolutions of the identity. The short-time kernel is
Multiplying the kernels and integrating over intermediate positions gives the phase-space path integral
The endpoints of are fixed. The momentum integrals are Gaussian integrals; completing the square produces the configuration-space path integral
At finite slicing its normalization contains . This fixes the composition law and the initial delta-function kernel. One sums over all paths, not merely solutions of the classical equation. Restoring replaces the weight by ; stationary phase explains the emergence of classical trajectories.
For the field, use scalar field configuration eigenstates , satisfying . Insert their completeness relations on every time slice. This gives
The endpoint field configurations are fixed. Integrating the Gaussian momentum variables leaves the scalar field path integral . The functional measure means a regulated product over the field variables. A spacetime lattice or another ultraviolet cutoff makes this product finite before the continuum limit; interacting continuum calculations may require renormalization. The oscillatory Minkowski weight is an amplitude, not a positive probability density.
For vacuum expectation values, the boundaries must select the vacuum rather than arbitrary field configurations. Long imaginary-time evolution suppresses excited states: , so after normalization only the lowest-energy component remains as . This is vacuum projection by imaginary time. The corresponding Feynman i-epsilon prescription in the real-time integral specifies the vacuum boundary conditions and the poles of the propagator. With , the Euclidean path integral has the weight , where
It is often a useful regulated starting point; analytic continuation returns the vacuum time-ordered quantities.
Introduce a classical source and define the normalized vacuum generating functional
with the same vacuum prescription in numerator and denominator. A functional derivative brings down . The order of the time slices makes the operator insertion time-ordered. Thus source differentiation inserts time-ordered field operators:
The denominator removes vacuum diagrams and gives normalized expectation values. It is essential that these are time-ordered products; differentiating this vacuum functional does not directly give every possible operator ordering.
The free theory illustrates the method. Its quadratic kernel is with the vacuum pole prescription, and completing the square gives the Gaussian evaluation of a free scalar generating functional
Two source derivatives give . Higher derivatives give all pairings, the content of Wick theorem. For an interaction , one may use path-integral perturbation by source derivatives:
Expanding this expression generates Feynman diagrams and their Wick contractions. The connected generating functional retains connected contributions; in particular . These functionals turn the computation of field-operator expectations into source differentiation of an ordinary regulated integral.
Vary and independently. The auxiliary fields have algebraic, rather than differential, Euler-Lagrange equations:
Alternatively complete the square:
Substitution therefore yields the on-shell auxiliary fields and nonnegative scalar potential
The sign in the Lagrangian is minus the F-term scalar potential; changing the metric convention does not change this algebraic result. A supersymmetric vacuum requires all , namely F-flatness. For a noncanonical positive Kähler metric , the purely bosonic elimination instead gives ; fermionic connection terms must also be included in a complete nonlinear component action.
Complexifying the Clifford algebra removes the signature dependence of its representation dimension. Pair the gamma matrices into operators with and . The commuting occupation operators have eigenvalues zero or one. Starting from a Clifford vacuum, applying every subset of the fermionic creation operators produces independent states. Conversely, these operators construct matrices on a -dimensional space, and their products span its full matrix algebra. Thus an irreducible complex Clifford algebra module in has
A general Clifford module is a direct sum of these; the statement concerns the minimal spinor.
The Lorentz group acts through even Clifford products, . More precisely this is a representation of its double cover, the Spin group. The normalized product of all matrices squares to one and anticommutes with each , while commuting with every . Its eigenspaces are the two Weyl spinor representations, so the Dirac spinor is reducible under the connected spin group:
Each summand is irreducible. The Clifford module itself remains irreducible because an individual interchanges the summands. In one can use the old as the additional matrix, with an appropriate phase for its signature. No independent chirality matrix remains: the product of all matrices is central and fixed to a scalar on an irreducible module. There are two choices of this central sign for the complex Clifford algebra, but each restricts to the same irreducible -dimensional spinor representation of the connected spin group. An odd-dimensional spinor has no Weyl splitting. Majorana spinor reality conditions depend additionally on dimension and signature; they must be imposed separately from this complex dimension count.
For the massless field counts, use the rotational part of the little group and real physical polarizations. A massless p-form gauge field has only transverse, antisymmetric components after its gauge redundancy and equations of motion are imposed, giving polarizations. A graviton has a symmetric traceless transverse tensor, giving . A massless fermion obeys a Dirac equation which halves its off-shell spinor components. In ten dimensions a Majorana-Weyl spinor has sixteen real components off shell and eight physical components; in nine dimensions a Majorana spinor has sixteen off shell and eight physical components; in eleven dimensions a Majorana spinor has thirty-two off shell and sixteen physical components. A gravitino is a transverse vector-spinor with its gamma trace removed, leaving times the corresponding physical spinor dimension. Thus the ten-dimensional Majorana-Weyl gravitino has polarizations, the nine-dimensional Majorana gravitino has , and the eleven-dimensional Majorana gravitino has .
The common Neveu-Schwarz sector of type IIA supergravity and type IIB supergravity consists of a metric tensor, the Kalb–Ramond field , and the dilaton . Their counts are respectively , , and . The Ramond-Ramond sectors and fermions distinguish the theories. In type IIA supergravity the independent bosonic potentials and counts are
There are two Majorana-Weyl gravitini of opposite chirality, giving , and two Majorana-Weyl dilatini of opposite chirality, giving . Their total is . With gravitini labelled and , the corresponding dilatini have signs and respectively. Type IIA is nonchiral.
In type IIB supergravity, the independent bosonic potentials and counts are
The five-form field strength associated with is a self-dual differential form, so only half the seventy transverse four-form components are independent. In Lorentzian ten dimensions the Hodge star operator on five-forms squares to one, making a real self-duality condition possible. The two Majorana-Weyl gravitini have the same chirality and contribute states. Both Majorana-Weyl dilatini have the opposite chirality to those gravitini and contribute states. Type IIB is chiral, with bosonic and fermionic polarizations.
For dimensional reduction, retain the massless zero modes on a flat circle, with no flux, gauging or fermion twist. A metric splits into a lower-dimensional metric, one vector and one scalar. An ordinary -form splits into a -form and a -form, according as it has no compact index or one. This preserves counts by Pascal's identity, .
Reducing type IIA supergravity to nine dimensions gives the following decompositions; each number is a count of physical states:
Thus the bosonic maximal nine-dimensional supergravity multiplet contains one graviton, three massless vectors, two massless two-forms, one massless three-form and three real scalars, with
Each ten-dimensional Majorana-Weyl gravitino becomes one nine-dimensional Majorana gravitino and one Majorana spin-one-half field, giving . Each ten-dimensional dilatino gives one more Majorana spin-one-half field. The fermionic multiplet therefore has two gravitini and four spin-one-half fields, with . The fields belong to one maximal gravity supermultiplet, not separate interacting matter multiplets.
Reducing type IIB supergravity gives from the metric; one two-form and one vector each from and ; and the two scalars . The four-form potential yields a nine-dimensional four-form and three-form, but the ten-dimensional self-dual differential form condition relates their field strengths. Retaining either one gives independent polarizations, not seventy. The same bosonic count, three scalars, three vectors, two two-forms and one three-form, follows. The fermionic reduction likewise gives two gravitini and four spin-one-half fields. These are the same maximal nine-dimensional supergravity spectrum, as expected from T-duality. The spectrum is nonchiral in nine dimensions, since the odd-dimensional spinor representation has no independent Weyl chirality; the ten-dimensional distinction is lost on restriction to nine-dimensional Lorentz symmetry.
Eleven-dimensional supergravity has a metric with states, a three-form with , and a Majorana gravitino with . For direct reduction on a flat two-torus, write the internal indices as . The metric gives , two vectors and three symmetric components ; the three-form gives , two two-forms and one vector . Hence
The eleven-dimensional Majorana spinor restricts to two nine-dimensional Majorana spinors. The vector-spinor consequently yields two gravitini and four spin-one-half fields, giving . This is again the same maximal nine-dimensional multiplet.
For reduction of massless type IIA supergravity to four dimensions, use a flat six-torus and retain all zero modes, without flux or projections. Internal indices give
The multiplicities come respectively from a symmetric pair of six internal indices, , and . Before dualizing, this gives one graviton, vectors, scalars, seven two-forms and one three-form. The seven two-forms provide seven scalar polarizations, whereas the three-form has no local propagating polarization. Thus the final bosonic spectrum is one graviton, vectors and scalars, with states.
A ten-dimensional Majorana-Weyl spinor decomposes into four four-dimensional Majorana spinors. Each ten-dimensional gravitino supplies four four-dimensional gravitini and twenty-four spin-one-half fields, with . Each ten-dimensional dilatino supplies four spin-one-half fields, with . Together they give eight gravitini and fifty-six spin-one-half fields, with . As a separate check, the helicity spectrum of a massless supermultiplet with has multiplicities at helicity , giving . The reduced theory has the field content of four-dimensional N=8 supergravity, with physical states, exactly as in ten and eleven dimensions. Other compact manifolds or projections can reduce the number of preserved supercharges; the flat-torus assumption is essential to this spectrum.
Here is the local two-form scalar duality including its coupling dependence. For this calculation use signature , , and the contravariant volume tensor . A healthy two-form kinetic term and its first-order form are
Treat as independent. Varying imposes its Bianchi identity for an Abelian p-form, , so locally . Varying instead yields
Use . The original kinetic term becomes , and the multiplier term becomes . Both terms must be substituted; replacing only in the original kinetic term would produce the wrong sign. Thus
At fixed normalization of the Bianchi multiplier, the dual kinetic coefficient is the inverse of the original coefficient: if the scalar convention is , then . A canonical scalar is for constant , but that rescaling hides the formal coupling inversion and changes any assigned scalar periodicity. For a scalar-dependent positive kinetic matrix of several two-forms, the same calculation gives . Additional topological couplings modify the multiplier's derivative terms but do not change this basic inversion of the two-form kinetic matrix. The Hodge star operator exchanges the two-form Euler-Lagrange equations and Bianchi identities for an Abelian p-form with those of the dual scalars; the duality is local and global flux sectors require separate treatment.
A four-dimensional three-form instead has . Its equation of motion, , makes a spacetime constant. For constant coupling the first-order expression in this convention can be written
Here the first-order construction includes a multiplier : varying imposes , and the displayed density retains the term fixing the flux normalization. Eliminating gives and . Thus it can encode a constant-flux contribution to the vacuum energy, but no local massless particle or scalar wave. On the zero-flux perturbative vacuum it contributes no state. The seven two-forms are scalar duals; the three-form is nondynamical, which completes the four-dimensional field count without discarding a possible global flux parameter.
The product of the magnetic field with the velocity in this question is the three-dimensional cross product. Fix and write , so . In coordinates , on , prescribe an affine connection by the following Christoffel symbols:
with all other Christoffel symbols zero. These are smooth globally in the given Cartesian coordinates. The lower-index symmetry makes this a torsion-free connection. It is the geometrization of the Lorentz force by an affine connection; no condition on the curl of or the divergence of is required for this construction.
An affinely parametrized geodesic, with primes denoting differentiation with respect to , satisfies
On the branch , use itself as an affine parameter. Dividing the spatial equation by gives
Conversely, each solution of this equation makes , an affinely parametrized geodesic of the constructed affine connection. Therefore its image is also an unparametrized geodesic. A general change of parameter adds a term proportional to the tangent in the geodesic equation, leaving the curve unchanged. The branch is not a trajectory with time as parameter.
For the metric realization, assume and . Introduce the differential form
Then . The global Poincare lemma on the contractible space supplies a one-form with , equivalently a magnetic vector potential with . An explicit radial-gauge potential for a divergence-free magnetic field is
This is the radial homotopy formula for a closed two-form and is smooth even at the origin. For a constant magnetic field it gives .
Consider the Eisenhart-Duval lift with the Lorentzian metric
The independent one-forms exhibit three positive directions and a two-dimensional block with one positive and one negative direction. Thus the metric is nondegenerate, of signature . Its coefficients do not depend on , and , so is a null Killing vector field. Indeed are constant, so for the Levi-Civita connection and is parallel.
The geodesic Lagrangian for an affine parameter is
The cyclic coordinate gives the conserved quantity . Work at a nonzero value of and rescale the affine parameter to set . This is the essential step in the null Kaluza-Klein reduction of a stationary force: one fixes the momentum along the null isometry and projects its geodesics, rather than dividing by .
The spatial Euler-Lagrange equations, before setting , are
Since and , their reduction is
Equivalently, after taking as the affine parameter, the term is a total derivative and the reduced Lagrangian is . Its Euler-Lagrange equations give the same sign and factor two.
There is also an explicit converse using null geodesics. For any physical trajectory, set
This makes its five-dimensional tangent null. The conserved momentum of the cyclic coordinate becomes
The quantity in parentheses is conserved, because its derivative is . Hence the equation, as well as the spatial and Euler-Lagrange equations, is satisfied. Every trajectory admits a null geodesic lift with , and every such lift projects to the required trajectory.
Finally, a time-independent gauge transformation is absorbed by . The one-form and the five-dimensional metric are unchanged. These gauge transformations of an Eisenhart-Duval lift alter the reduced Lagrangian only by the total derivative .
First let be a bounded linear operator on satisfying the symmetric positive-definiteness convention in part (a). For any direction , expansion of the quadratic functional gives
Thus vanishing of the first variation in every direction is precisely the weak equation for every . In this whole-space bounded-operator setting it is equivalent to , the Euler-Lagrange equation.
If solves that equation, set . The linear terms cancel:
with equality only when . Hence the weak solution is the unique global minimizer. Conversely, any minimizer has zero first variation, and therefore solves the weak equation. For a symmetric bounded bilinear form on a form space , exactly the same calculation gives and for every ; it does not require an unbounded differential operator to map every into .
Existence for every requires an extra hypothesis if “positive definite” means only strict positivity. The coercive operator bound makes the form coercive, so the Lax-Milgram theorem supplies existence and uniqueness. Without that bound, the diagonal operator on sequence space on is symmetric and strictly positive, but belongs to and its formal inverse does not. Thus strict positivity alone proves uniqueness and the minimizing property of a solution when one exists, not existence for all .
For one small transverse displacement, the elastic energy of the elastic filament is
where is the filament bending modulus. Its first variation is
The clamped boundary conditions remove the left boundary terms. A force-free and torque-free tip permits independent and , so the natural boundary conditions for a free endpoint are : zero bending moment and transverse shear.
There is an important distinction between an energy minimum and a normal mode. The unloaded higher-order Euler-Lagrange equation is , whose only solution with these four boundary conditions is . A general fluctuating shape is a sum of modes, not one of the stated sinusoidal/hyperbolic functions. To obtain the clamped--free bending modes, extremize the bending Rayleigh quotient, or equivalently with a fixed norm. Its Euler-Lagrange equation is
This is the constrained variational characterization of bending modes. Its four characteristic roots are . Clamping gives and , hence
The free-tip conditions reduce to
Its determinant is , so nontrivial modes require
No zero mode exists, since a cubic satisfying the homogeneous clamp/free conditions is zero. The clamped-free bending spectrum starts with ; bisection or Newton iteration gives , so . Choosing and gives
The second boundary condition follows from the root equation, and is arbitrary until a normalization is chosen.
The bending operator with these boundary conditions is positive and self-adjoint. Twice integrating by parts gives
Symmetry implies orthogonality when . Expand and use . Then
by the equipartition theorem. The supplied endpoint identity therefore yields the thermal bending fluctuations of a clamped filament:
To evaluate the sum, apply a tip force and minimize . The modified free-end conditions are and , and in the interior. Integration gives , so the tip-force compliance of a cantilever is . On the other hand, minimizing the modal energy minus gives and hence
Comparison evaluates the fourth inverse-power sum of the cantilever spectrum without truncating the modes:
The boxed variance is for the specified single transverse direction. An independent equilibrium check follows by differentiating the Gaussian partition function with respect to : at zero load, reproducing the same result from the static compliance. Keeping only the first normal mode gives about , roughly of the exact variance. With two independent equivalent transverse directions, their summed variance is twice the boxed result. The small-slope model requires , or small compared with the usual three-dimensional persistence length .
Let be arclength, the unit tangent, and the local filament velocity relative to the fluid. The resistive-force theory force per unit arclength, exerted by the fluid on the filament, is
The parallel and perpendicular drag coefficients of a slender filament are proportional to dynamic viscosity. For radius and a relevant axial cutoff length , the anisotropic slender-filament drag from Stokeslet integration gives the leading logarithmic forms
The cutoff may be set by filament length or deformation wavelength. End shape and the choice of cutoff change order-one constants inside the logarithms. Slender-body theory also includes nonlocal interactions that the local resistive-force theory approximation omits. Typically , with ratio tending to two in the slender limit; this drag anisotropy enables propulsion.
Write . For a small-amplitude planar deformation, and the leading transverse velocity is . Exact inextensibility requires the quadratic longitudinal displacement of an inextensible planar filament: if and , then to this order. Its velocity is quadratic and has zero time average for a periodic material cycle without mean axial drift. Thus the fixed material abscissa in the question is leading-order notation; this correction does not change the averaged propulsive term below. An imposed mean translation would contribute its separate ordinary axial drag.
To leading nonzero order,
The time-averaged deformation-induced propulsive force of a periodic planar filament and power of a periodic planar filament are consequently
These are the leading quadratic functionals. Their signs refer to force on the filament. For example, gives negative , opposing the direction of wave propagation.
Let be an arbitrary smooth variation periodic in both variables. The first variation of the constrained functional is
Using integration by parts in and , every boundary term cancels by periodic boundary conditions. Therefore
The Euler-Lagrange equation is
For a nontrivial stroke with nonzero thrust, . Set and . Then , whose method of characteristics solution is . Integrating in time gives the travelling-wave stationarity of planar filament propulsion:
Here is an arbitrary static periodic component. It contributes neither power nor mean propulsion because the time average of vanishes. It can be set to zero when describing the active stroke. The wave must be compatible with both specified periods: .
For a pure travelling wave, its leading force and power are
Thus positive propulsion uses a wave travelling in the negative direction. Any smooth interior maximizer satisfying only the stated power constraint must have this travelling active deformation. If the drag were isotropic, and there would be no leading propulsion.
There is a qualification to the printed maximization claim: the variation proves stationarity, not the existence of an unrestricted global maximum. The bandwidth limitation in fixed-power filament optimization can be seen directly. Set , , and consider . The leading expressions give
At fixed power the formal quadratic objective increases with . Eventually that sequence violates the small-slope approximation, but the approximation supplies no numerical slope or wavelength cutoff with which to define the global optimization. Even within a strict small-slope neighbourhood, a sufficiently small admixture of a higher spatial harmonic can improve a candidate interior maximum while keeping power fixed. For example, retains the fundamental periods and exactly the same leading power, while its force is multiplied by . For fixed , taking and small keeps every slope small.
With an explicit admissible Fourier bandwidth or an additional geometric constraint, the intended conclusion can be made precise. For a finite set of nonstatic Fourier series modes proportional to , with wavenumbers and frequencies ,
This is a weighted average of . A largest allowed ratio is attained by a single travelling mode, or by modes sharing the same phase speed; their superposition is still a travelling wave. Thus the Euler-Lagrange calculation yields the requested travelling-wave form, while a global maximum requires a specified admissible shape class.
The principle of stationary action says that the physical path makes the action stationary under smooth variations with fixed endpoints . It need not minimize the action. Differentiating and integrating by parts gives
The fundamental lemma of the calculus of variations then gives the Euler-Lagrange equation
Apply the Euler-Lagrange equation separately to and :
The first equation balances radial inertia, centrifugal motion, gravity and the net spring force. The second is the angular-momentum equation . For it is equivalently .
The canonical momentum is , and a regular Legendre transform in mechanics defines after solving for . Its differential is
because the terms cancel. With the Euler-Lagrange equation , this gives Hamilton's equations
In particular at corresponding velocities, so a cyclic coordinate for the Lagrangian is also cyclic for the Hamiltonian.
Eliminate the cyclic velocities using . The conserved energy becomes
Differentiating the effective potential gives
which is also the Euler-Lagrange equation. Hence . Deriving it directly from the Euler-Lagrange equation ensures it also holds at turning points, where division by in an energy argument would be invalid.
For nonvertical uniform precession of a heavy symmetric top, write and fix . The Euler-Lagrange equation reduces to
For its solutions are
For , uniform precession therefore requires . For , the discriminant is positive for every spin, including zero. At , the condition is , requiring nonzero spin. Once this condition holds, choose and ; both cyclic equations are then satisfied. The exactly vertical configurations are also solutions for arbitrary spin, but the azimuthal member of the Euler angles is degenerate there, so their existence is separate from this nonvertical discriminant condition.
Let be longitudinal displacements from equilibrium. The original diagram has masses , and no attachments to fixed walls. The Lagrangian is
The Euler-Lagrange equations give
The forces sum to zero, consistent with momentum conservation for an isolated molecule.
Vary by , where the clamped endpoint conditions require at both endpoints. The first variation of the quadratic elastic energy is
Both integrations by parts have zero boundary terms. Since the variation is arbitrary in the interior, the fundamental lemma of the calculus of variations gives the Euler-Lagrange equation. Varying independently gives the second equation:
The clamped endpoint values accompany these equations. If or depends on , it must remain inside the derivatives.
With unit constant bending coefficients and unit length, the quadratic elastic energy is
To find the first loss of positivity, put . The clamped conditions give and . Extend periodically with period one. The sharp periodic Wirtinger inequality gives . For completeness, expand the mean-zero periodic in its Fourier series . Parseval identity gives
which proves the inequality and its equality condition. The same holds for . Consequently
For , the straight filament is the unique minimum. Equality in the periodic Wirtinger inequality has ; the endpoint value eliminates . Integration and the position boundary conditions therefore give the first buckling load and modes:
At this load every such pair has zero quadratic elastic energy and solves the Euler-Lagrange equations. For these modes give negative energy, signaling instability of the straight configuration. The quadratic small-slope model does not select a finite post-buckling amplitude; nonlinear terms would be needed for that. This is Euler buckling of an elastic filament.
Lift the angular coordinate continuously to a real coordinate and write and for a prescribed winding number . Assume for the calculation; reversing the endpoints changes no length. The arc length functional on the circular cylinder is
The Euler-Lagrange equation says is constant. This expression is strictly increasing in , so is constant. The candidate is the helix
It is a global minimum within the chosen winding class: the integrand is strictly convex, and Jensen inequality bounds the functional below by , with equality only for constant slope. Equivalently, unrolling the cylinder makes the minimizing path a straight segment.
The signed pitch of a helix, measured for an increase of in angle, is
Its geometric magnitude is . If only the physical endpoints are fixed, choose the integer minimizing ; opposite points may give two equally short helices. If the lifted endpoint angles are prescribed, use that winding class. A zero angular increment gives a straight generator, the limiting infinite-pitch case.
Take and a positive prescribed distance ; if , the zero-speed journey has zero cost. Minimize subject to and the isoperimetric constraint . Introduce a constant Lagrange multiplier and the integrand . For a variation with , integration by parts gives
The interior Euler-Lagrange equation is
When terminal speed is free, the same calculation also imposes the natural boundary conditions for a free endpoint:
One cannot drop this boundary term when interpreting an extremal as a genuine minimum. If , the interior condition makes constant; with a continuous zero initial speed and it cannot be attained. In that case Cauchy-Schwarz inequality gives the infimum , approached by speeds nearly constant except in a short initial layer. For , the derivative cost controls such layers and the natural terminal condition matters in parts (b) and (c).