For a Young tableau , let permute the entries within its rows and within its columns. We use the Young symmetrizer convention
Reversing the order gives another usual realization of the same irreducible polynomial module. On the tensor power , the actions are
They commute because applying to every factor commutes with permuting the factors.
We state the permitted combinatorial input explicitly. A Young symmetrizer satisfies , where is the nonzero hook product of a partition. Thus is a primitive idempotent. The standard-tableau decomposition of the right regular module is . Tensor this right-module direct sum with the left module . The map sending to is an isomorphism, with inverse . Therefore the Young-symmetrizer tensor decomposition is
This is a direct sum of -modules; individual summands need not be -invariant.
We also state the allowed Schur algebra result, namely Schur–Weyl duality: the two actions are mutual commutants, and
where the are pairwise nonisomorphic irreducible homogeneous polynomial representations of degree . We also use the standard Schur algebra equivalence between its modules and homogeneous degree- polynomial representations, so these exhaust the irreducibles in that category. A primitive idempotent has one-dimensional image on and zero image on the other simple factors, so . This identifies the requested irreducibles. They classify the polynomial degree- representations in this tensor power, not all rational representations of every degree.
The length bound for a Schur module is if and only if . A column of length greater than antisymmetrizes more than vectors and gives zero. Conversely, for , fill every tensor position in row with the th basis vector of . Row symmetrization multiplies it by , and column antisymmetrization is nonzero because the vectors within each column are distinct basis vectors.
A rational representation of an algebraic group is a regular morphism into the general linear group of its representation space. For , its matrix entries belong to ; rational here permits determinant denominators but not arbitrary poles on . A one-dimensional rational character of is a Laurent polynomial with and . Comparing Laurent coefficients shows that just one monomial occurs and its coefficient is , hence for .
Restrict a one-dimensional rational character of to its diagonal torus. The same argument in several variables gives . Conjugation by permutation matrices makes all equal. On every diagonalizable invertible matrix it consequently agrees with . The allowed Zariski-density statement, and equality of regular functions on a dense subset, give
These are the one-dimensional rational characters of the general linear group.
For complete reducibility of rational GL and SL representations, use the compact-group averaging argument. Average any positive definite Hermitian inner product over using normalized Haar measure. The orthogonal complement of an invariant subspace is then -invariant. Differentiating makes it invariant under and therefore under its complex span . The elementary unipotent matrices generate , so the complement is -invariant. This proves complete reducibility. Averaging over similarly gives complete reducibility for rational representations.
Here is an explicit rational extension from SL to GL. Decompose the representation space by the finite scalar center of into subspaces on which acts as , with and . These subspaces are invariant. For , choose with , set , and define
Changing to changes to , so the two factors cancel. It is a homomorphism, since scalar roots multiply up to the same harmless factor, and it restricts to on .
It is rational as well. Every matrix coefficient of has a polynomial representative on . Averaging that representative over the finite scalar center selects its homogeneous parts with . Substitution in the extension gives , a regular function on . Each -invariant subspace decomposes into its parts, and the extension acts on each part by a scalar times an action. Thus these subspaces are also invariant under the chosen extension. Consequently is irreducible if and only if this is irreducible. For , is trivial and the trivial extension supplies the same conclusion.
For this non-Archimedean local field, the Schwartz-Bruhat space consists of locally constant, compactly supported complex-valued functions. Choose a nontrivial continuous additive character of modulus one and an additive Haar measure . We use the plus-sign convention for the Fourier transform over a local field:
Compact support makes the integral absolutely convergent. The additive character and the scale of the Haar measure are part of the definition; without them there is no canonical numerical transform.
Let , and write . Define the integer by the annihilator of the valuation ring . Equivalently, is trivial on and not on . Such a conductor exists: continuity puts the image of some additive ball inside an arc containing no nontrivial circle subgroup, so the character is trivial on that ball; nontriviality bounds the possible ball exponents below. Then has volume and character annihilator .
Translation gives
The integral is the volume if . Otherwise translate it by with ; Haar measure invariance multiplies the same integral by a nonidentity scalar, so it must vanish. Thus
Every Schwartz-Bruhat function is a finite linear combination of such coset indicators: compactness of its support supplies a common sufficiently small translation subgroup on which it is constant, and finitely many of its cosets cover the support. The transform of each indicator has compact support and is locally constant, since has open kernel. Consequently for every .
Apply the transform again to an indicator. The same character-orthogonality calculation, together with , gives
Choose the self-dual Haar measure, characterized here by . By linearity the desired Fourier inversion is
In particular, one may rescale any nontrivial additive character to make , and then take . For a concrete construction, start with , where the standard rational additive character has kernel . Its annihilator is the inverse different . If that ideal is , the rescaled character has . This supplies the stated normalization and also explains how the different ideal enters local Fourier analysis.
For each rotation, unitarity gives
Averaging and using self-adjointness of yields the Dirichlet form of the Kac collision operator
The velocity integral is necessary: its omission from the printed right-hand side would leave a function of rather than a scalar. This identity applies to every function, with complex modulus when necessary, and is nonnegative.
If , every nonnegative angular integral is zero, so for almost every angle. Strong continuity in angle extends equality to every angle. The coordinate-plane Givens rotations generate the special orthogonal group , hence is invariant in under every element of this group. To identify its shape rigorously despite almost-everywhere representatives, average over the normalized Haar measure of . This averaging leaves unchanged, while transitivity of the rotation group on each sphere makes the average a radial function. Thus almost everywhere.
Conversely, every radial function is fixed by every coordinate-plane rotation, and so by . Therefore
This is the radial kernel of the Kac collision operator. The rotation correction is essential to this conclusion: with the literal printed map, even in dimension two is not fixed. At its printed-map angular average is the average of , strictly greater than its value .
Identify with the Boolean hypercube , with coordinatewise multiplication and normalized Haar measure assigning mass to each point. Its Bernoulli function is a Rademacher random variable. The Walsh functions on a hypercube are the Walsh characters , indexed by all subsets , including . Independence of the sign coordinates gives . There are characters, equal to the dimension of , so they form an orthonormal basis.
Flipping coordinate negates exactly when . Thus the coordinate-flip generator on a hypercube satisfies
For , Parseval identity gives . Equivalently its Dirichlet form of a Markov chain is
where flips coordinate .
Set and . Since , its Walsh expansion contains only sets of even size. Every nonconstant such set has , giving the even-function spectral gap on a hypercube
At each the Hahn-Banach theorem supplies a real supporting linear functional of norm at most one with ; for a complex normed space use the real part of a complex norming functional. At take . Convexity of the norm gives . Since , sum these inequalities to get . Therefore . Combining the two bounds yields the sharp Rademacher second-moment inequality
No smoothness of the norm is required. The constant is sharp: two equal nonzero real coefficients give modulus or with equal probabilities. This is the second-versus-first moment case of the Kahane-Khintchine inequality for arbitrary normed vector spaces.
For the complex-circle assertion, write each independent Steinhaus random variable as , where is uniform on and all quadrant signs are independent. Conditional on the angles, is a Rademacher sum with complex coefficients and . Its conditional second moment is , independent of the angles. The preceding inequality gives its conditional first moment at least . Average over the angles and square to obtain the Steinhaus first-moment lower bound
The character of a representation is . Average any positive inner product over the compact group using Haar measure to obtain a unitary representation. On the maximal torus , the commuting unitary operators admit a simultaneous eigenbasis. Each eigenline carries a circle character of a representation by part (a). Hence
with finitely many nonzero coefficients. Every element of special unitary group is conjugate to an element of this torus, so this describes the full character of a representation via its torus restriction. Here the coefficient notation includes zero multiplicities.
The Szemerédi theorem says that for every integer and every , there is such that, for , every with contains a nonconstant arithmetic progression
Equivalently, every subset of the positive integers with positive upper asymptotic density contains arithmetic progressions of every finite length. Length one is immediate.
The Furstenberg multiple recurrence theorem states that for every probability measure-preserving system, every measurable with , and every integer , there is with
Here means a preimage, so invertibility is unnecessary. The Furstenberg multiple recurrence theorem also does not assume an ergodic transformation.
We prove the implication to the finite Szemerédi theorem by constructing the Furstenberg correspondence principle explicitly. Suppose, to the contrary, that for fixed and there are and with , but with no length- arithmetic progression of positive common difference. In the binary full shift , encode as , taking all coordinates outside to be zero. Let be the left shift, , and set
The cylinder set is a clopen set, and . The binary full shift is a compact metric space, so compactness of probability measures on a compact metric space gives a subsequence of these empirical measures with weak convergence of probability measures to a Borel probability measure .
For every continuous on the full shift,
Passing to the weak limit shows that is an invariant measure for the continuous left shift. Thus is a probability measure-preserving system. Since the indicator function of is continuous, .
Apply the Furstenberg multiple recurrence theorem to . For some , the clopen set
has . Its continuous indicator function gives . For large , at least one in the defining empirical measure therefore belongs to . The choice of left shift implies
so lies in . This contradicts the assumed absence of arithmetic progressions and proves the finite Szemerédi theorem. Applying the finite Szemerédi theorem on intervals where an infinite set has density bounded below proves the stated upper asymptotic density formulation.
For multiple recurrence for circle rotations, write and , with normalized Lebesgue measure , which is the Haar measure of the circle group. Fix a measurable with and . If is rational, there is with the identity, and gives an intersection of measure .
For irrational , the pigeonhole principle applied to in equal arcs gives with . In particular there are arbitrarily small nonzero returns to zero for the irrational rotation of the circle.
We also need translation continuity in L1 on the circle. Given a measurable , approximate its indicator function in the L1 norm by a continuous on the circle group. Such approximation follows from regularity of Lebesgue measure, or approximation by finite unions of intervals. Translation invariance and uniform continuity give
where the approximation error is first made arbitrarily small. Equivalently, .
Choose a return time so small modulo one that for each ,
This is possible because multiplication by each fixed is continuous on the circle group and translation continuity in L1 on the circle applies to the finitely many translates. The union bound now gives
This proves the Furstenberg multiple recurrence theorem for every circle rotation with its normalized Lebesgue measure, including both rational and irrational angles.
A Non-Abelian gauge theory promotes an internal group representation symmetry to a spacetime-dependent transformation and introduces a gauge field so that differentiation transforms covariantly. The symmetry is a gauge redundancy: physically meaningful quantities must be invariant under local changes of field representative. We work in four-dimensional Minkowski spacetime with signature , and use skew-Hermitian matrix generators throughout.
For the compact Simple Lie group , its real Lie algebra has a negative-definite Killing form. Hence is a positive invariant bilinear form on a Lie algebra. Choose a -orthonormal basis , , with . Invariance makes fully antisymmetric. This construction uses the Adjoint representation and works independently of any chosen scalar representation.
Let be a Lie-algebra-valued gauge potential, with the coupling absorbed into this connection. If is the given finite-dimensional irreducible representation of , its Lie algebra representation defines
For a finite local transformation , require and . Differentiating the first equation forces the gauge-field transformation law
Thus the gauge potential transforms inhomogeneously; an ordinary derivative alone would leave an uncancelled derivative of .
The commutator of gauge covariant derivatives determines the gauge field strength:
The Lie algebra representation preserves the bracket, so this formula holds for any , including a trivial scalar representation. The gauge field strength itself is defined in the gauge algebra. The transformation of the connection implies
It is therefore covariant, rather than invariant as a Lie-algebra-valued quantity.
For infinitesimal , the same equations give the infinitesimal gauge transformation with an anti-Hermitian connection:
Substitution into cancels the terms containing and gives , the gauge covariance of a scalar covariant derivative.
The Yang-Mills theory has Lagrangian density
This is the Killing-form Yang-Mills Lagrangian. Its sign uses a positive internal form and the stated spacetime signature. In a -orthonormal basis it is . Gauge invariance follows because is invariant under the adjoint group action. Infinitesimally, the variation is proportional to
After rescaling , the gauge coupling appears in and in the non-Abelian part of the canonically normalized field strength. Squaring that field strength gives cubic and quartic gauge-field self-interactions. An ordinary local quadratic mass term in the gauge potential is not invariant because its transformation contains .
For the scalar field kinetic term, compactness supplies a positive invariant Hermitian form on its representation space. One can obtain it by averaging any positive form with normalized Haar measure, the unitarization of a compact-group representation. Then is unitary for , and is anti-Hermitian. The Yang-Mills theory coupled to an arbitrary scalar representation has
Here is any real gauge-invariant scalar potential, so . For example,
is available for every unitary representation, with giving a bounded quartic contribution. Other invariant interactions may exist for particular representations; the potential is not required to depend only on .
The scalar kinetic term is gauge-invariant because both covariant derivatives transform by the same unitary . Infinitesimally its variation vanishes by
The potential is invariant by its defining condition. For a real irreducible representation, use the averaged positive symmetric form instead and write the kinetic term as ; all transformation and invariance arguments remain valid. Expansion of the covariant kinetic term produces both the linear gauge-scalar interaction and the quadratic term needed by local gauge invariance.
The invariant inner products, gauge covariant derivatives and gauge field strength together construct the full theory for every compact Simple Lie group and every supplied finite-dimensional irreducible representation of the scalar fields. Both finite and infinitesimal transformation laws have been included, and every sign follows the same anti-Hermitian convention.
The two Lie groups have the same local infinitesimal structure, but different global topology. This difference determines which Lie algebra representations integrate to representations of each group.
An element of the SU(2) group is a unitary matrix of determinant one. Orthogonality of its columns and its determinant give the unique form
Thus its group manifold is the unit three-sphere in : this is SU(2) as the three-sphere. In particular it is compact, connected and simply connected. In terms of the Pauli matrices one may also write with real coefficients satisfying .
Differentiate and at . The tangent space consists of traceless skew-Hermitian matrices:
The Lie bracket of a Matrix Lie group is the matrix commutator. With , the Pauli matrix multiplication law gives
This derives the SU(2) Lie algebra as a three-dimensional real Lie algebra. The Hermitian physics generators instead obey ; they are times the skew-Hermitian tangent generators, so these are consistent conventions.
The SO(3) group consists of real orthogonal matrices with determinant one. Differentiating at the identity gives
The determinant condition gives no additional infinitesimal constraint because a skew-symmetric matrix already has trace zero. Define . The cross product identity implies
Therefore the SO(3) Lie algebra has the same structure constants and is a Lie algebra isomorphism.
The global relation is the Adjoint double cover from SU(2) to SO(3). For , define by
Conjugation preserves the real space of traceless Hermitian matrices and its inner product . Hence is orthogonal. Continuity and connectedness, together with , put it in . Composition of conjugations makes a group homomorphism. If , then commutes with every Pauli matrix, hence is scalar; unitarity and determinant one leave precisely . The differential sends to , so it is an isomorphism. More concretely,
induces rotation through angle about , by the Rodrigues rotation formula. Every three-dimensional rotation has such an axis and angle, proving surjectivity. Consequently
The matrices and are antipodal points on the three-sphere, so the SO(3) group manifold is Real projective space . Equivalently, the closed axis-angle ball has opposite boundary points identified. The fundamental group is , whereas . A rotation lifts from to ; a rotation returns to . Thus the covering is the universal cover and the groups are not globally isomorphic.
For representation theory, specify finite-dimensional complex continuous representations. Compactness permits an invariant Hermitian inner product, obtained by averaging against Haar measure, and therefore complete reducibility. Complexifying either real Lie algebra gives the sl2 Lie algebra. Its finite-dimensional irreducibles are indexed by , have highest weight , and have dimension . By integration of a Lie-algebra representation, since is simply connected, every such Lie algebra representation integrates uniquely. The resulting homogeneous polynomial representation of SU2 is
In the spin angular momentum notation , its Hermitian eigenvalues are . The central matrix acts on the symmetric power by , so descent of an SU(2) representation to SO(3) occurs exactly when is even. Hence
For a reducible representation, every summand must satisfy the descent condition. The spin-one-half doublet is a genuine representation of the covering group but does not define a single-valued representation of ; the spin-one triplet does and is its vector representation. The distinction is topological, rather than a difference in their isomorphic Lie algebras.
A continuous homomorphism is immediately an -dimensional real group representation by composing with the inclusion .
Conversely, let be a continuous real representation with . Choose any positive-definite inner product on and normalized Haar measure on . Define
This is bilinear and symmetric. It is positive definite because the continuous nonnegative integrand is positive at every whenever . Right invariance of normalized Haar measure on a compact group gives
Choose an orthonormal basis for this averaged form. In that basis every lies in , proving the orthogonalization of a compact-group representation and the stated equivalence.
The Schwartz-Bruhat space of a non-Archimedean local field is the vector space of locally constant, compactly supported complex-valued functions on . Fix a nontrivial continuous additive character and a Haar measure . With the sign convention required in the question, the Fourier transform over a local field is
Let
be the annihilator of the valuation ring. Translation invariance gives
Indeed, the integral is the volume when the character is trivial; otherwise translation by an element on which the character is nontrivial multiplies the integral by a scalar different from one, forcing it to vanish. With the usual character of conductor and the normalization , this becomes
For the canonical character induced from , the annihilator is instead the inverse different and the displayed general formula applies.
If with , the substitution and the scaling rule give
Every locally constant compactly supported function is a finite linear combination of characteristic functions of cosets : compactness extracts finitely many cosets on which the function is constant. The formula just proved, together with the transform of , shows that the transform of each such characteristic function is again locally constant and compactly supported. Therefore the Fourier transform over a local field maps to itself.
Schur lemma says that an intertwining linear map between irreducible finite-dimensional complex representations is either zero or an isomorphism. In particular, every endomorphism of an irreducible complex representation is a scalar multiple of the identity.
A continuous representation of a topological group is a continuous homomorphism
for a finite-dimensional complex vector space . It is a unitary representation if has a positive-definite Hermitian inner product for which
for every and .
For , start with any positive-definite Hermitian form and average it using normalized Haar measure:
Translation invariance makes this form -invariant, and positivity is preserved, proving unitarity. Since is abelian, the operators commute; since they are unitary, they are normal. Simultaneous diagonalization therefore decomposes into common one-dimensional eigenspaces. Thus every representation of the circle group is a direct sum of one-dimensional representations.
Write
The group law and inverse are
A calculation gives
Every element of the centre occurs by taking, for example, and . Hence the commutator subgroup is exactly . The image of a one-dimensional representation is abelian, so the one-dimensional representation kills the commutator subgroup and its kernel contains .
Now let be a complex representation of . Its restriction to the central subgroup
is a representation of the circle group. Decompose it into its distinct weight spaces:
Because is central, every commutes with its action and preserves every common eigenspace. Thus the are -subrepresentations, as asserted by the central circle weight-space decomposition.
Let . The map
is a one-dimensional representation of ; after composition with , its kernel contains . On its value is
so . A continuous character of has the form ; the displayed identity forces . Therefore every is trivial. Since the were distinct, and .
It follows that every finite-dimensional complex representation of kills the entire nontrivial central circle . Its kernel is therefore nontrivial, so no such representation is faithful. This is the real Heisenberg quotient has no faithful finite-dimensional representation.
Let
where is Haar measure. Left invariance gives for every . Since the spin- representation is irreducible, Schur lemma implies
Inserting this coherent-state resolution between short time steps and taking the continuum limit gives, for a noninteracting spin with zero Hamiltonian,
up to the normalization generated by . A Hamiltonian would add in the exponent.
For
direct differentiation and give
The term is a total derivative and records only the arbitrary phase used to represent a ray. It cancels against the endpoint-state phases, so the physical Spin coherent-state path integral depends only on the path on the two-sphere. For example, choosing the section gives the Spin coherent-state Berry phase proportional to
Changing the surface used to fill a closed path changes its solid angle by . Single-valuedness of the path-integral phase requires
Thus the Wess-Zumino coefficient is quantized in integer or half-integer units.
For a locally compact group on which multiplication by has finite kernel and cokernel, compare a Haar measure with its pushforward under . On the one-dimensional -adic Lie group , the derivative of at the identity is , hence
This can also be read directly from the successive quotients in the filtration of elliptic-curve points over a local field; factors prime to act invertibly on a sufficiently small formal-group neighbourhood.
The real Lie group has one or two circle components. On its identity component, has degree ; the component-group kernel and cokernel have the same order. Therefore
Only primes dividing contribute to the finite-place product, and unique factorization gives
Zero Dirichlet form of the Kac collision operator forces invariance under every pair rotation; strong continuity upgrades almost every angle to every angle. Coordinate-plane rotations generate the special orthogonal group, whose action is transitive on each sphere for . Averaging over normalized Haar measure therefore identifies the invariant functions with radial functions. Conversely radial functions are fixed by every pair rotation.
Self-dual Haar measure 2026-10-06
Relative to a nontrivial additive character, the self-dual additive Haar measure makes the twice-applied Fourier transform over a local field equal to reflection. If the annihilator of the valuation ring is and its residue field has elements, the normalization is . Volumes of a compact open subgroup and its character annihilator then multiply to one.
Unitarization of a compact-group representation Created 2026-09-24 Updated 2026-09-24
For a compact group with normalized Haar measure, averaging any positive-definite Hermitian form,
produces an invariant positive-definite Hermitian form.