Identify with the quaternions, and use the identification of unit quaternions with proved in the root Solution. The action
preserves the Euclidean norm by multiplicativity of quaternion norms. It is a homomorphism : its domain is connected, so the orthogonal image has determinant .
An element in the kernel fixes , giving . Fixing every other means commutes with all quaternions, so is real; since it has unit norm, . Hence the kernel is the diagonal subgroup .
The differential acts as for imaginary quaternions . If it vanishes, gives , and commutation with all makes real and imaginary, hence zero. The differential is injective, and both Lie algebras have dimension six. The image is therefore an open subgroup of connected , hence all of . Thus
where acts diagonally, not separately on the two factors.
The two unheaded requests are addressed here; the individual group-cover calculations are in the scoped parts below. A quaternion has norm . Thus the unit quaternions form exactly the sphere , with quaternion multiplication giving its smooth group structure. The explicit identification with the special unitary group is
The matrices representing satisfy the quaternion multiplication relations. The displayed matrix obeys and ; conversely every matrix has that form with . Hence is the manifold of unit quaternions, and its group is .
For the exterior-square double cover of SO(3,3), fix a basis and volume element . Define the symmetric bilinear form on the six-dimensional exterior square by
It is symmetric because two-forms commute under the wedge product. Put
Then and . The Gram matrix is : the vectors have norm , while have norm . Therefore the quadratic form has signature .
For ,
Thus preserves . The special linear group is connected: polar decomposition of an invertible real matrix writes with and positive definite of determinant one, and both factors can be joined to the identity. The image consequently lies in .
If , then for every pair, so preserves every two-plane. A line is an intersection of two such planes, hence every line is preserved. A linear map preserving every line is scalar: apply it to basis vectors and then to their pairwise sums. Thus , and forces . The kernel is exactly . It is discrete, so the derivative of is injective. Both Lie algebras have dimension , making the image open; an open subgroup of a connected group is the whole group. Hence
The identity-component restriction is essential. The same principle of an explicit form-preserving representation, kernel calculation and dimension argument supplies the five remaining covers.
For with basis , the step-two Lie algebra has basis and its last element is central. Write
Its first level is and its second level is
The step-two multiplication gives
Consequently the map
is an isomorphism onto the real Heisenberg group. The shift by converts exponential coordinates into the matrix coordinates used for that group. In exponential coordinates the left-invariant horizontal vector fields are
Taking orthonormal gives exactly the Carnot-Carathéodory distance inherited from .
In the truncated tensor algebra, let be the linear span of all iterated Lie brackets of elements of of length at most , with bracket . Brackets of length greater than vanish. The free step-N nilpotent Lie group is
The exponential and logarithm are the finite series
Its multiplication is the tensor multiplication above, its identity is , and its inverse is
The truncated Baker--Campbell--Hausdorff formula shows that this multiplication stays in the exponential of the Lie algebra. This is the connected simply connected Lie group of the free step- nilpotent Lie algebra, rather than a discrete free nilpotent group.
Give the first layer its usual Euclidean norm. An absolutely continuous curve in is horizontal if
for an absolutely continuous control in . In the truncated tensor algebra this equation is , truncated at degree . Its horizontal length is . The Carnot-Carathéodory distance is
The first-layer Lie brackets span the full Lie algebra, so horizontal curves reach every endpoint. Thus this infimum is finite; it is a left-invariant distance inducing the usual manifold topology. Dilations give for . Equivalently is the least length of a bounded variation control whose step- path signature is .
For set . A weak geometric p-rough path is a continuous path , usually based at , with
Its increments obey . Equivalently their degree- tensor components have finite -variation and satisfy the path signature algebraic constraints. This is a group-valued definition; being a limit of smooth path signatures in the same -variation topology is the stronger definition of a geometric p-rough path.
For a finite-dimensional Lie algebra, the Killing form is defined using the Adjoint representation on the algebra itself, rather than the given Lie algebra representation :
The Jacobi identity gives . Using the cyclic property of the trace,
The same trace identity makes the Killing form symmetric. For a basis , the lowered structure constants of a Lie algebra are . Antisymmetry of the Lie bracket gives , while invariance gives . The two adjacent transpositions generate every permutation, proving the antisymmetry of Killing-lowered structure constants: is totally antisymmetric, even if the Killing form is degenerate.
A semisimple Lie algebra has no nonzero solvable ideal; equivalently, its solvable radical is zero, or, in characteristic zero, its Killing form is nondegenerate. A real compact Lie algebra is the algebra of some compact Lie group, equivalently an algebra admitting a positive-definite invariant bilinear form on a Lie algebra. For a real semisimple Lie algebra the compactness criterion from the Killing form says precisely that is negative-definite. A compact algebra with a nonzero abelian center has a degenerate Killing form, so the semisimplicity qualification matters.
For a semisimple Lie algebra, let denote the inverse matrix of . Its Casimir operator in is
This contraction is independent of the chosen basis. To prove centrality directly, put . Invariance gives , hence . The Lie algebra representation property and the product rule for a commutator now give
Indeed, the coefficient of in this expression is . Thus for every . No irreducibility of is required.
The matrix units obey . Consequently the general linear Lie algebra has
For its Killing form, write and , so that . Left multiplication acts identically on each of the columns, and right multiplication identically on each of the rows. Thus . The diagonal coefficient of on is , giving ; the other mixed trace is identical. This proves the Killing form of the general linear Lie algebra:
The scalar matrices form a nonzero central abelian ideal, so is not semisimple for any . More explicitly, the radical of the Killing form is , since vanishing against every forces by nondegeneracy of the trace pairing. For , take . Then , whereas a positive-definite invariant inner product would make every adjoint map skew and hence give . Therefore is not compact when . For the allowed exceptional value , the abstract abelian algebra is a compact Lie algebra, being isomorphic to the algebra of ; the particular matrix group is nevertheless noncompact. This distinguishes compactness of an algebra from that of a chosen group realizing it.
For the final algebra, the printed basis specifies strictly upper triangular matrices. If and , the first term in can be nonzero only when , and then is strictly upper triangular; the second can be nonzero only when , and then is strictly upper triangular. Bilinearity proves closure under the Lie bracket. To compute its own Killing form, grade by the positive integer . Bracketing with any basis element increases that degree whenever the result is nonzero. In a basis ordered by degree, all adjoint maps are strictly triangular, as are their products. Every such product has zero trace, so the Killing form of a nilpotent Lie algebra vanishes here. Therefore the subspace denoted by a prime in the PDF is
This is the defined radical of the Killing form, not the derived algebra; for both and this radical are zero.
There is a sign inconsistency in the printed model. For the ordinary cross product let . The vector triple-product identity gives . Consequently the printed has gauge curvature
Its gauge curvature cannot instead contain the printed negative quadratic term. For a noncommuting pure gauge potential for this gauge covariant derivative, whereas . Thus the printed gauge kinetic term assigns a nonzero value to a connection obtained by applying the gauge-field transformation law to the zero connection. Literally the printed action has global rotations but not the requested local triplet gauge symmetry. The cross-product convention for an adjoint covariant derivative makes the minimal repair explicit: change the gauge field strength quadratic term to a plus sign, retaining the printed gauge covariant derivative. Changing the sign in the gauge covariant derivative instead would be another consistent convention. The remaining calculation uses the first repair.
The corrected theory has local SO(3) gauge symmetry, equivalently the adjoint-field realization of the SU(2) Lie algebra; its adjoint scalar fields and gauge fields are insensitive to the center of a group of SU(2). Explicitly, and
Both and transform as triplets, so their dot products and the scalar potential are invariant. Assume , and take without loss of generality. For the minima have . Choose the scalar-field vacuum , whose stabilizer consists of rotations around the third axis: the residual gauge symmetry is SO(2), locally U(1).
In unitary gauge write , and . These are the neutral massless gauge field, two charged massive gauge fields and a real radial scalar field. Define
Substitution gives and . The entire physical-field Lagrangian density is therefore
In particular ; this directly verifies the scalar field kinetic and vector mass terms. Expanding the scalar potential gives . Comparing the quadratic terms with standard real scalar field and charged-vector mass terms yields the adjoint triplet Higgs spectrum,
This also rewrites the purely vector interactions, which are already contained in the displayed gauge field strengths rather than omitted from the theory.
The original symmetry remains unbroken at . The unique minimum is then , with three massless gauge fields and three massless real scalar field components; the quartic scalar field interaction remains. The physical degrees of freedom number . At the two broken generators supply two Goldstone bosons, eaten to give longitudinal gauge-boson polarizations of the charged vectors. The physical count is : two massive vectors, one massless vector and one radial scalar field. The scalar components eaten in unitary gauge are not additional physical particles.
For the broken phase all interactions containing the physical scalar field are
Multiplying interaction coefficients by and differentiating with respect to the external fields includes the identical-field factorials. The scalar vertices of an adjoint triplet Higgs model are
For example, the rule contains , whereas the rule contains only from its two identical scalar fields. There are no or vertices: the radial scalar field is neutral under the residual U(1). There is no derivative scalar-vector vertex in this physical spectrum in unitary gauge.
Figure 1.
All physical-scalar interaction vertices in the broken triplet Higgs model, with the unbroken-phase scalar vertices shown below; dashed lines are scalars and wavy lines are vectors
. Details.
For completeness, if the unbroken phase is chosen, its physical scalar fields are the three components , not a single radial . Expanding its gauge-covariant kinetic term gives
With all momenta incoming and Fourier transform convention , the three unbroken-phase rules are
The first rule follows by differentiating once on each possible scalar: for , the interaction is , which fixes the momentum sign. The remaining rules follow from the quadratic gauge interaction and . There are no unbroken-phase cubic scalar field Feynman vertices.
For a pro-p group, the lower p-series is the descending sequence of closed characteristic subgroups
The bar means closure of the subgroup generated by the displayed powers and group commutators. Throughout this question is odd. For a finitely generated powerful pro-p group, group commutator collection gives , each is powerful, and . All these subgroups are open. A uniform pro-p group is such a group with all subgroup indices equal to . We use the standard powerful-group torsion criterion: a finitely generated powerful pro-p group is uniform exactly when it is a torsion-free group. For a uniform group of generator number , the indices are , and is a homeomorphism from onto .
We record explicitly the collection facts used for the operations below. With , one has
The second statement is the power-congruence property: the th-power map is an isomorphism on adjacent uniform layers, and collection gives for . Thus the first nonzero layer of a difference moves down exactly one step under a th power. Iterating gives the asserted equivalence and also justifies taking roots of congruences. These facts follow from powerful-group group commutator collection, using divisibility by of and the successive-layer power isomorphisms; they are the uniform-group structure results being used here.
The transported addition on a uniform pro-p group is
The product is in and has a unique th root in . For the comparison at define . The numbered proofs below establish associativity, approximate commutativity and compatibility of these operations.
The intrinsic Lie algebra of a uniform pro-p group has underlying set , zero equal to the group identity, additive inverse , and operations
Here the group commutator is . For , is the limit of for integers ; the pro- topology makes it well defined. The addition sequence is Cauchy by the compatibility proved below. The group commutator estimate puts in , so its displayed root exists and lies in . Collection of group commutators shows that successive bracket approximants differ in layers tending to the identity, giving the other limit. The group commutator identities give additivity of the limiting bracket, and the Hall-Witt identity gives its Jacobi identity. Approximate commutativity makes limiting addition commutative. The resulting lattice is a free module over of rank , and .
A powerful Lie algebra over p-adic integers, in the convention relevant here, is a Lie algebra whose underlying module is finite free over and whose bracket satisfies . For the condition is instead . For odd , define multiplication on its underlying set by the convergent Baker--Campbell--Hausdorff formula
An iterated bracket of degree lies in . The BCH coefficient bound loses at most powers of , so all higher-degree terms are integral, and their valuations tend to infinity. This explains both convergence and why multiplying a lattice with small bracket stays inside the lattice. Formal associativity of BCH passes to the convergent series, the identity is , the inverse is , and every group power satisfies . The quotients by are finite p-groups. Hence the resulting compact group is a finitely generated torsion-free group and a pro-p group, and its group commutator lies in . Thus is a uniform pro-p group, with and successive index .
The standard uniform-group/Lie-lattice correspondence identifies these constructions as mutually inverse: and . To see why the inverse limits recover the lattice operations, the addition approximant for a BCH group is : its linear term is and every higher term tends to zero. Similarly its group commutator approximant has limiting term . In the other direction, a local logarithm in the complete normed group algebra identifies the intrinsic operations with algebra addition and commutator and identifies group multiplication with BCH; the uniform power maps extend the identification from a sufficiently small power subgroup to all of . Continuous group homomorphisms respect powers, unique roots and limits, while Lie algebra homomorphisms respect every BCH term, so the equivalence also preserves morphisms.
The objective is a continuous faithful representation of a uniform pro-p group in some . The proof proceeds from the intrinsic Lie lattice to a small matrix group, then extends the resulting representation to all of . This last step matters: a representation defined only on an open subgroup does not yet establish linearity of the original group.
Let be the Lie algebra of a uniform pro-p group and put . The uniform-group/Lie-lattice correspondence identifies the group law on with BCH. The substantial finite-dimensional Lie-theoretic input is the Ado theorem: every finite-dimensional Lie algebra over a characteristic-zero field admits a faithful finite-dimensional representation. Apply it to obtain
An Adjoint representation would not suffice here, since it kills the centre; Ado supplies injectivity even in central directions.
Choose a p-adic lattice spanning . Since has finitely many lattice generators, their representing matrices have bounded denominators. There is therefore an integer such that
On this matrix lattice the series and converge and are inverse. For example , so the valuations of the exponential terms tend to infinity with this choice of ; the logarithm terms do as well. They take values in and in respectively. The formal identity holds for the convergent series.
Under the correspondence, has Lie lattice and is an open characteristic subgroup. Define
where denotes the identification of with . A Lie homomorphism preserves BCH, so the exponential identity proves . If , the matrix logarithm gives ; faithfulness of gives . Thus is a continuous faithful integral representation of .
To extend it, take the module
Values on a transversal of determine , so is a free module over of rank . These functions are continuous, since on each open coset they are given by the continuous representation . Define . The equivariance condition is preserved, and . In a transversal basis each is a permutation of blocks followed by matrices from , so it belongs to and depends continuously on .
Faithfulness can be checked directly. If , right multiplication moves the coset to a different coset, so moves a function supported on one block and cannot be the identity. If and , evaluation at gives for every , whereas equivariance gives . Since is arbitrary, , and hence . Therefore
Compactness of makes this continuous injection a homeomorphism onto its closed image. This proves the linearity of a uniform pro-p group for the full group, including its centre, and explains why taking a sufficiently small power lattice permits matrix integration before finite-index induction restores the whole group.
A real Lie algebra is a real vector space with a bilinear antisymmetric bracket satisfying the Jacobi identity. For matrices, the bracket is the commutator . The Dynamical Lie algebra is
It is found by repeatedly adjoining commutators and taking real linear spans until no new independent generators appear. Let be its connected dynamical Lie group. Under the standard assumptions of freely timed controls with unrestricted real amplitudes, the following are the relevant Lie criteria.
For pure-state controllability, must act transitively on normalized state vectors, or on their rays when global phase is disregarded. The standard finite-dimensional classification is, up to a unitary change of basis,
Here is the compact symplectic Lie algebra in its defining complex -dimensional representation. Equivalently, the infinitesimal action spans the tangent directions to the whole pure-state orbit. The symplectic cases are important because pure-state reachability alone need not give complete mixed-state reachability.
For density operator controllability, the action must be transitive on every unitary orbit of a density operator, meaning on every fixed-spectrum class. The criterion is or . This concerns all density operators, not merely one unusually degenerate spectrum.
For exact unitary operator controllability, the criterion is . If only the physical gate up to global phase matters, it is enough that the image after removing the scalar direction is , equivalently that . A traceless system can implement all special-unitary gates while lacking independent control of the overall phase.
An almost commutative algebra over has an exhaustive nonnegative increasing multiplicative ascending filtration
for which the associated graded ring
is a commutative finitely generated complex algebra. This includes the customary degree filtration with , finitely many degree-one generators, and commutators lowering degree. The finite-generation clause is part of the convention used here and is necessary for the conclusion.
A finitely generated commutative complex algebra is a quotient of a polynomial ring . Repeated application of the central-variable case of the Hilbert basis theorem makes that polynomial ring Noetherian; quotients preserve the ascending chain condition by lifting ideal chains. Thus is Noetherian.
We prove ascending filtered-graded transfer of Noetherianity directly. Give a left ideal the induced ascending filtration . Its associated graded module embeds into as a homogeneous ideal, denoted . Choose finitely many homogeneous generators of this ideal, of degrees , and lifts . Homogeneous generators may be chosen by taking homogeneous components of any finite generating set.
For , its degree- symbol can be expressed as
with terms of negative coefficient degree omitted. Lift each coefficient to . Then
Induction on , ending at , expresses in the left ideal generated by the . Hence every left ideal is finitely generated. Applying the same argument to right ideals, or to the opposite ring, proves
This degree-lowering proof terminates in finitely many steps and requires no completeness assumption on the filtered ring. Without finite generation of the graded algebra, a counterexample would be the commutative polynomial ring in infinitely many variables, whose ideals do not stabilize.
For the universal enveloping algebra , use the degree ascending filtration inherited from the tensor algebra of the finite-dimensional Lie algebra . For , the defining relation is , whereas the product has filtration degree at most . Thus the degree-one symbols commute in . Those symbols generate the graded algebra, so it is a quotient of
This already proves the required almost-commutative property. The Poincaré-Birkhoff-Witt theorem gives the stronger identification , but injectivity of this map is not needed for the chain-condition argument. Therefore
We consider finite-dimensional continuous complex representations of SU(2). Its maximal torus is . The irreducible representations are
They may be realized as homogeneous polynomials of degree in two variables, with the induced linear substitution action. Their torus weights are , each once. The centre acts by , so precisely the even- representations descend to SO(3). In physics labels integral or half-integral spin .
Here is a classification argument. Average any positive definite Hermitian form over the compact group using normalized Haar measure. The averaged form is invariant, so the orthogonal complement of an invariant subspace is invariant. Repeatedly splitting gives complete reducibility. Differentiate an irreducible representation and complexify to the Lie algebra , with generators satisfying , , and . Torus periodicity gives integer -weights. Choose a vector of maximal weight ; then . Induction on using the commutators gives
The chain terminates: if and , the displayed formula forces . The vectors have distinct weights, span an invariant subrepresentation, and hence span the irreducible representation. Their generator action agrees with . Invariance under the Lie algebra is equivalent to invariance under the connected group, completing the classification. Conversely, a nonzero invariant subspace of a symmetric power contains a weight vector by projection onto torus weights. Raising it to the highest weight and then lowering generates every monomial, proving that the symmetric power is irreducible.
The character on the torus is
with the endpoints interpreted by continuity. Every representation has a unique decomposition . Its multiplicities can be computed from character inner products,
The sine orthogonality directly verifies orthonormality of the irreducible characters. Alternatively, if is the dimension of the weight- subspace, the weight lists give , so for . This gives a constructive decomposition from torus weights. In particular, multiplying weight characters yields the Clebsch-Gordan decomposition . Arbitrary unitary Hilbert-space representations of this compact group similarly decompose into Hilbert direct sums of these finite-dimensional irreducibles; the finite-dimensional statement above is the standard representation-theory setting.
A smooth vector field on a smooth manifold is a smooth section of its tangent bundle. It acts on smooth functions by . In a manifold chart, . The Lie bracket of vector fields is the commutator of their actions on functions:
Expanding in coordinates makes all second derivatives cancel and gives
Thus the commutator is again a smooth vector field, not a second-order operator. The coordinate expression represents the intrinsic derivation on functions, so agrees on overlaps.
For a diffeomorphism , its pushforward of a vector field is
For every smooth function on , the chain rule gives . Applying this twice yields
Smooth functions determine a tangent vector, and is surjective, so
On a Lie group, a left-invariant vector field satisfies for every left translation . Given , set
This field is smooth by smoothness of multiplication. The equality proves left invariance. Conversely, left invariance forces , so is the unique left-invariant field with value at . This is a linear isomorphism between and the space of left-invariant vector fields.
The pushforward identity applied to shows that is again left invariant. Consequently
defines a Lie bracket on . Bilinearity and antisymmetry follow from the operator commutator. Its Jacobi identity follows by expanding the three nested commutators: the six triple compositions cancel in pairs. These properties transfer through the linear isomorphism, making the Lie algebra of .
For the general linear group , use matrix-entry coordinates . It is an open subset of , so every tangent space is naturally . Since , its differential sends to , and hence
For ,
and reversing gives . Thus ; evaluating at the identity gives the matrix commutator
For a real Lie group , its Lie algebra is the real tangent space at the identity. Each tangent vector extends uniquely to a left-invariant vector field, and the commutator of those fields defines the Lie bracket. For a matrix group this bracket is .
For a complex affine algebraic group, the Lie algebra of an affine algebraic group is the complex Zariski tangent space . Its bracket is the commutator of left-invariant derivations. In a faithful matrix realization, one can compute the tangent space using dual numbers: belongs to it exactly when satisfies the group equations modulo . This is a complex Lie algebra, whereas compact groups such as and have real Lie algebras.
Differentiate at the identity to get . Conversely is unitary for every skew-Hermitian . Differentiating the determinant gives , while proves sufficiency of the trace condition. Finally, is an open subset of all complex matrices, so its tangent space has no linear constraint. Therefore
Their dimensions are respectively , with real dimensions for the first and third and complex dimensions for the second and fourth. In every case the Lie bracket is the matrix commutator.
An irreducible complex affine algebraic group is connected. It is a reductive algebraic group when its unipotent radical , the largest connected normal unipotent subgroup, is trivial. This is an algebraic condition; in characteristic zero it also implies complete reducibility of finite-dimensional rational representations, as proved in Question 2.
Examples are algebraic tori, and , and products of these groups. A diagonal matrix that is unipotent must be the identity, so a torus has no nontrivial unipotent subgroup. For the two matrix groups, let be a normal unipotent subgroup. The Kolchin theorem supplies a nonzero fixed vector in their standard representation. The subspace fixed by is invariant under the whole group: for , . The standard representation is irreducible, so every vector is fixed by ; its faithfulness makes trivial. A normal unipotent subgroup of a product projects to such a subgroup of each factor, proving the product assertion. By contrast the additive group and a nontrivial upper-unitriangular group are not reductive: their unipotent radicals are the whole group.
For a compact Lie group, take any positive-definite Hermitian inner product on and average using probability Haar measure:
It remains positive definite, because the integrand is positive for a nonzero vector, and translation invariance makes it -invariant. If is an invariant subspace, then is invariant too: when . Thus . Induction on dimension proves complete reducibility. This uses the usual continuous finite-dimensional representations of the compact group.
For a connected complex reductive algebraic group, representations are understood to be rational representations. Use a compact real form with . The structural construction takes a compact real form of the semisimple derived factor and the unit circles in the central torus, then passes through their finite central quotient. This is the compact-form structure of a complex reductive group, rather than an assumption that its given representation is already unitary.
The group is Zariski dense: the Lie algebra of its Zariski closure contains the complex span of , hence all of ; connectedness then makes that closure . Average over as above. The orthogonal complement of a -submodule is -invariant. Its stabilizer is a Zariski-closed subgroup, since preserving a fixed subspace is a system of algebraic matrix conditions. The stabilizer contains dense , so it is all of . This again gives an invariant complement to every submodule and proves
If reductivity is defined to allow finitely many components, first obtain a -equivariant projection . Average its conjugates over the finite component group. Since commutes with , the average is independent of coset representatives; it is -equivariant and remains the identity on . Its kernel supplies the required complement. Thus the result holds in that convention too.
Here representations mean finite-dimensional rational representations of . Put . The irreducibles are
The invariant alternating form on identifies with , so these can equally be realized as binary forms of degree . With basis , the standard Lie algebra generators act as
The distinct torus weights and these nonzero lowering and raising coefficients show irreducibility: any nonzero invariant subspace contains a weight vector, and repeated applications of obtain the entire basis.
For exhaustion, choose a highest-weight vector of an irreducible representation, so , . The sl2 highest-weight lowering formula, obtained by induction from , is . If but , applying to the latter equality gives , hence . The vectors have distinct weights and span an invariant submodule, so irreducibility makes it the whole representation. After rescaling basis vectors it is . Complete reducibility from Question 2 now describes every representation as a finite direct sum of these symmetric powers. Their central element acts by .
The symbolic method for binary-form invariants works as follows. Write a degree- form as and introduce a formal letter . The formal power is converted to by the linear substitution . This is an umbral linear rule, not a claim that every form is an actual power of a linear form.
For a coefficient polynomial of degree , polarize it into copies of the form, represented by letters . Each letter must occur with degree . In characteristic zero, polarization and evaluation on equal forms recover the original coefficient polynomial. The basic invariant expressions in the letters are brackets
They are invariant because . Invariant tensors on copies of a two-dimensional space are spanned by pairwise alternating contractions; equivalently, the invariant polynomials in the letters are generated by these brackets. One can see the tensor statement from the two-row Young-symmetrizer description of the determinant powers in tensor space. Their basic relations include and . Multiply brackets, ensure the required degree in each letter, symmetrize letter copies as needed, and apply the umbral substitutions. This gives all coefficient invariants, and also works for joint invariants of several forms.
For example, for , the expression becomes , the quadratic discriminant up to its conventional scalar. Contractions leaving variable indices unpaired give covariants. A useful systematic construction is the transvectant of binary forms:
For forms of degrees , this is an equivariant form of degree . The corresponding tensor decomposition is
Its character identity follows by multiplying the weight sums; complete reducibility then gives the decomposition, and alternating contractions supply the displayed maps onto its summands.