Write for the conjugate transpose. Taking determinants in gives . Since the Hermitian matrix is invertible, every such is invertible and . The identity belongs to ; if , then ; and multiplying by and gives . Associativity comes from matrix multiplication, so this is a group.
The Hermitian form obeys precisely when . Thus is the group of linear isometries of this nondegenerate Hermitian form; positivity of is unnecessary.
For , is a unitary matrix. Here is a direct diagonalization of a matrix proof. Over , its characteristic polynomial has a root, giving a unit eigenvector with . Preservation of the inner product gives . If , then , so is invariant. The restriction is again a unitary matrix. Induction on the dimension supplies an orthonormal basis of eigenvectors. In that basis, is diagonal, with diagonal entries on the unit circle.
The geometric object underlying an gauge field is a principal connection on a principal bundle with structure group SU(2). The base is spacetime, or an oriented Riemannian manifold in the Euclidean formulation. A choice of local section identifies each fibre with SU(2) and produces a local gauge potential. Such a choice is a choice of internal frame; changing it produces a gauge equivalence of principal connections. The bundle specifies the global gluing of these frames, while the principal connection specifies how frames at neighbouring points are compared.
The SU(2) group consists of unitary matrices of determinant one. Its Lie algebra consists of traceless Skew-Hermitian matrices. For definiteness use
where the are Pauli matrices. The commutator fixes all signs below. The positive invariant inner product on this Lie algebra is . Absorb the coupling into the gauge potential, so the gauge covariant derivative in the defining two-dimensional representation is with . A convention using Hermitian Pauli matrices instead moves factors of and the coupling into ; the underlying principal connection is the same geometric data.
A principal connection can be given by a Lie algebra-valued differential one-form on satisfying
Here is the vertical vector generated by the right group action. The first identity recovers vertical motion and the second makes the construction independent of a fibre frame. Its kernel is the horizontal distribution of a principal connection, complementary to the vertical tangent spaces. A curve is horizontal when annihilates its velocity, so a principal connection defines parallel transport along curves in .
For a local section , the local principal connection form is . Change the section to , with . Differentiating has a translated horizontal part and a vertical part from . The two defining identities for the principal connection therefore give
On overlapping trivializations this is exactly the compatibility law for the local principal connection forms. In particular, the gauge potentials need not glue as ordinary globally defined differential one-forms on . On a nontrivial principal bundle there need not be any global section with respect to which one could write a single matrix-valued .
An active gauge equivalence of principal connections is generated by a bundle automorphism covering the identity on and commuting with the right SU(2) action. Its local description has the same transformation formula, but its local group-valued functions must satisfy transition compatibility on overlaps. This distinguishes the structure group SU(2) from the full gauge group of a fixed bundle. Two descriptions related by a passive change of section encode the same principal connection; two connections related by such an automorphism lie in the same physical gauge orbit. The space of principal connections on a fixed bundle is affine: the difference of two connection forms is a differential one-form with values in the adjoint bundle, since their inhomogeneous transformation terms cancel.
The curvature of a principal connection is
It is horizontal and equivariant, hence descends to a differential two-form on valued in the adjoint bundle. In a local section the gauge curvature becomes
The product combines the exterior product with matrix multiplication. The commutator term is the specifically non-Abelian interaction. Substitution of the transformation of , using , cancels all derivatives of and gives
Thus the gauge curvature transforms tensorially even though the gauge potential does not. Geometrically, the curvature of a principal connection measures the failure of the horizontal distribution of a principal connection to be integrable; physically it is the non-Abelian gauge field strength.
Matter fields are sections of associated vector bundles. A field in the defining representation of SU(2) is a section of . Its two local components satisfy under the section convention above. The induced gauge covariant derivative obeys
This covariance is why replacing ordinary derivatives by gauge covariant derivatives makes the kinetic terms compatible with changes of internal frame. Applying the gauge covariant derivative twice yields , so the gauge curvature also measures the noncommutativity of covariant differentiation. Other group representations give other associated vector bundles and replace by its image under the differential of the representation.
For an adjoint-valued differential form of degree , set
Expansion of , using , proves the gauge-theory Bianchi identity
This is an identity for every principal connection, independent of any field equation. It should be distinguished from the dynamical Yang-Mills equations.
To obtain dynamics, equip with a Riemannian metric and an orientation, and let be its Hodge star operator. With the Skew-Hermitian normalization above, the positive Euclidean Yang-Mills action is
The matrix trace and the Hodge star operator make this independent of the choice of local section. The minus sign compensates for the negative trace form on Skew-Hermitian matrices. Varying the principal connection gives , and therefore
For compactly supported variations, or on a closed base, integration by parts gives the Yang-Mills equations
In components these are . The gauge-theory Bianchi identity provides the complementary geometric identity . Coupling matter adds the associated gauge current to the dynamical equation; the transformation law of the gauge covariant derivative ensures covariance of that current as well.
The principal connection also supplies nonlocal observables. Along a path , parallel transport is determined by
The ordering is necessary because the Lie algebra matrices at different points need not commute. The resulting Wilson line transforms as . For a closed path, its matrix trace is a Wilson loop, independent of the frame at the basepoint. These observables record the holonomy of a connection. A flat principal connection has trivial holonomy of a connection around sufficiently small contractible loops but may have nontrivial holonomy of a connection around noncontractible loops. Thus vanishing local gauge curvature need not eliminate global gauge information.
The global topology becomes particularly visible in four dimensions. For a closed oriented four-dimensional base, Chern-Weil theory gives the Second Chern number of the defining associated vector bundle:
The plus sign here uses Skew-Hermitian curvature and the mathematical second-Chern convention: expanding with gives precisely the displayed Second Chern form. A convention defining a physics topological charge with a leading minus sign instead calls that charge . Neither choice changes the absolute-value action bound.
The Second Chern number is independent of the principal connection on a fixed bundle. Indeed, the gauge-theory Bianchi identity implies
whose integral vanishes on a closed base by Stokes theorem. A nonzero Second Chern number obstructs a global trivialization: for a globally defined , , so its integral on a closed base would be zero. On , gluing two trivial bundles over four-balls uses a transition map . Since SU(2) as the three-sphere identifies the target with , such gluing maps have integer degree of a map between oriented manifolds, illustrating how distinct topological sectors arise.
In four Euclidean dimensions, the Hodge star operator squares to one on differential two-forms. Decompose with . Define the nonnegative squared norms . Orthogonality gives
Equality means that one component vanishes, giving the self-dual Yang-Mills equations or the Anti-self-dual Yang-Mills equations. Such finite-action solutions are Yang-Mills instantons. They solve the full Yang-Mills equations because . With the second-Chern convention just specified, anti-self-dual curvature has and self-dual curvature has . On noncompact spacetime one must impose suitable decay or boundary conditions before treating the topological integral as an integer and using the same bound without boundary terms.
Local gauge potentials, matter gauge covariant derivatives, gauge field strength, parallel transport and Second Chern number are different manifestations of one principal connection. The principal bundle preserves the global information that a single local gauge potential cannot capture; the Yang-Mills action then selects its physical dynamics.
For a unitary matrix, , so . Cyclicity of the trace then gives for both powers entering the action. Thus the action is invariant under unitary conjugation.
The spectral theorem for normal operators diagonalizes a finite-dimensional Hermitian matrix by a unitary matrix. Applying the invariance to that diagonal form gives
Only the eigenvalues enter, not the choice of eigenvectors.
Use the metric and the usual Dirac basis, with and . In this solution the sign of the chirality matrix is the one specified in the paper, . Define and , with no summation in componentwise transformation formulas.
Complex conjugation changes the explicit to . Three spatial gamma matrices each contribute another minus sign, so
Also and by the Clifford algebra.
The quantum time-reversal operator is antiunitary: it conjugates numerical coefficients, including the Dirac spinors and plane-wave exponentials in the mode expansion of a Dirac field. To fix the spin phase explicitly, put and use
This convention gives on a one-fermion state, since . In the transformed expansion, change variables from to . The Lorentz-invariant phase-space measure is unchanged, and . The coefficient of is therefore
The same calculation applies to the antiparticle coefficient. Thus, with this explicitly fixed spin convention,
The spin phase in the Dirac time-reversal matrix matters here: a common change of the one-particle time-reversal phase replaces by ; the phase-independent relation is . It changes neither the defining conjugation property nor any bilinear result below. Normalize to be a unitary matrix. In the Dirac basis, is real and commutes with , so transforming the Dirac adjoint gives
Here complex conjugation of the matrix defining the Dirac adjoint is essential. An explicit realization consistent with the sign of used here is and ; it has , so conjugation by and by coincides. The usual changes of Dirac spinor basis by unitary matrices carry the adjoint and time-reversal matrix with them.
For the charge-conjugation matrix, the gamma matrix adjoint and transpose identities give . Consequently . Since in the chosen phase convention,
This proof uses a temporal Hermitian matrix and spatial skew-Hermitian matrices explicitly; the transpose identity is preserved when is transformed appropriately with the gamma matrices.
For the Fermi interaction, let and . In the displayed Dirac basis, the inverse version of the conjugation relation also holds. Antiunitarity, and give
The leptonic weak charged current has the same component signs. In the contraction of leptonic and hadronic currents, the two factors cancel. Its two independent operators thus keep their form while their coefficients become and . The Hermitian-conjugate term transforms separately; its presence does not remove a relative complex phase between the vector and axial couplings.
With all intrinsic phases fixed to one and a real positive Fermi constant, invariance requires real coefficients in that convention. A common phase of and can instead be absorbed into a rephasing of the nucleon fields, and hence into their intrinsic time-reversal phases. The convention-independent condition, for , is
This is the relative weak phase condition for time reversal. If one coefficient vanishes, there is no relative phase to constrain; the remaining common phase can be removed. A nonreal ratio violates time-reversal symmetry even though the Lagrangian density includes its Hermitian conjugate.
The Schmidt decomposition theorem states that a normalized vector in a finite-dimensional tensor product has the form , where the two families are orthonormal, , , and . Extending each family to an orthonormal basis for two qubits gives
The nonzero Schmidt coefficients can be made positive by absorbing phases into the basis vectors. Both are positive exactly when the pure state is entangled. A product state has Schmidt rank one, so one coefficient is zero; the source's assertion of two positive coefficients for every pure state needs this exception.
Choose each local orthonormal basis independently as the computational basis. In that basis . This is a local change of coordinates, implemented by separate unitary matrices, rather than a physical restriction on the original quantum state. The associated Pauli operators supply the other two local axes. Up to an irrelevant common phase, each unitary change of qubit basis corresponds to a rotation of its Bloch sphere.
Put . The Schmidt-basis Pauli correlation tensor is diagonal. The Pauli operators exchange and , while do so with minus signs, and leaves both fixed. Hence
Mixed components vanish: those containing one and one transverse Pauli operator map the occupied basis vectors outside their span, while the and matrix elements are purely imaginary and cancel for real Schmidt coefficients. By bilinearity, for arbitrary real vectors,
For a CHSH inequality test take unit quantum measurement axes
These CHSH axes for an entangled pure two-qubit state give
The local bound is two: for each hidden state, is when all four outcomes are , and averaging cannot increase its absolute value. Thus every entangled pure two-qubit state violates a CHSH inequality, the content of Gisin's theorem. A product state has and does not violate it, so the unqualified final claim in the question is false for that case. The maximum occurs for equal Schmidt coefficients. This excludes local hidden-variable theories satisfying measurement independence, but does not permit faster-than-light signalling: the local reduced density matrix and its quantum measurement probabilities are unchanged by the remote choice of axis.
Start with the assumed basis of eigenvectors, grouping them by eigenvalue. In each eigenspace, apply the Gram-Schmidt process, which replaces a linearly independent list by an orthonormal list with the same span. Every new vector stays within that eigenspace, since an eigenspace is a vector subspace.
By part (iv), different eigenspaces are orthogonal. The combined lists therefore form an orthonormal basis of the entire space, still consisting of eigenvectors. Let have these vectors as columns. Then is a unitary matrix, so
This gives the required unitary diagonalization of a normal matrix, including repeated eigenvalues.
For a unitary matrix, , so both defining products for a normal matrix are . The matrix is invertible, hence no eigenvalue is zero. If , then , while part (a)(iii) gives . Therefore , and
Thus all eigenvalues have unit modulus.
Introduce a parameter to keep track of total degree. The power series for the matrix exponential gives
Set and , where the commutator is . Expanding a second matrix exponential gives
Since
the two expressions agree through total degree two. More explicitly, applying the local matrix logarithm to the first expansion gives . This proves the displayed order of the Baker--Campbell--Hausdorff formula. The Lie algebra is closed under the commutator, so its displayed exponent lies in the same Lie algebra. The expansion is a formal power series identity, or a convergent identity sufficiently near the identity matrix; this argument does not assert unrestricted global convergence.
The next two terms of the Baker--Campbell--Hausdorff formula are the two cubic commutators:
Here means total degree at least four in . If one continues by one more degree, the quartic contribution is .
For the Pauli matrices, use the Pauli matrix multiplication law
Put . The antisymmetric term disappears when contracted with , so . Consequently every even power of equals , and every odd power equals . Splitting the matrix exponential into even and odd terms of its power series yields
The Pauli matrices are Hermitian matrices, and the components of are real, so . For real , the resulting matrix satisfies
Also and , so its two eigenvalues are . The eigenvalues of are therefore , whose product is one. Thus is a unitary matrix with determinant one: it belongs to the SU(2) group.
Multiplying the two exact Pauli matrix exponentials, and using , gives
In particular, the term has a minus sign. Its quadratic Taylor expansion is
Taking , , the Pauli matrix commutator identity gives . The quadratic exponent in the Baker--Campbell--Hausdorff formula is therefore . In , only the linear part of contributes to through degree two. The anticommutator gives , reproducing the exact product's quadratic expansion.
A complex square matrix is a unitary matrix when , equivalently . Here denotes the adjoint matrix, the conjugate transpose. Such a matrix preserves the standard complex inner product and its Euclidean norm.
A real symmetric matrix is a Hermitian matrix, so . For arbitrary complex ,
The imaginary cross terms cancel because is Hermitian. Reversing the signs gives the same identity:
In particular, implies , so has zero kernel of a linear map. It is a square matrix, and the rank-nullity theorem therefore makes it invertible. The same argument proves invertibility of .
The proposed matrix
is consequently well-defined. For any , put . The two norm identities show directly that
To verify the unitary matrix identity explicitly, take adjoints:
The two shifts commute, because both are polynomials in . Hence
Thus
The imaginary shifts are invertible, and their equal norm changes cancel in the quotient. This is the Cayley transform of a Hermitian matrix in the convention.
Use , the necessary parameter range for the bounds involving . The construction comes from the singular value decomposition of matrix Fourier blocks. For each inequivalent unitary irreducible representation of dimension , consider the Hilbert space with the Hilbert-Schmidt inner product and the operator
Its operator norm is at most one, since is a unitary matrix and . Thus all its singular values lie in .
Two identities control their weighted moments:
Here the expectation in is uniform on the solutions of the constraint, and the trace on used to compute each moment is the ordinary operator trace. We justify the identities explicitly to fix their normalizations and the noncommutative order.
The adjoint operator is , so
For rectangular matrices, the operator has trace , as is seen on the matrix-unit basis. Squaring the previous operator therefore gives
The required representation theory consists of unitarization of a finite-group representation, the Schur orthogonality relations, and the regular representation decomposition. The last gives the character expansion of the identity delta
Summing the two operator traces with weights selects in the first, and in the second. Multiplication by converts each independent-variable expectation to its conditional expectation. This proves . In particular is real and nonnegative, despite the apparently complex summands in its original formula. Since , the nonvacuous hypothesis has .
Select every singular value satisfying . Index the selected pairs by , set , , and choose unit right singular vectors and unit left singular vectors with . Define
Both are matrices, proving (i). Repeated group representations in this list are literally the same chosen representative, rather than different equivalent realizations.
Use the printed gamma matrix conventions throughout, in particular . The transpose identity for gives , and its Hermitian conjugate gives the corresponding identity for . Thus the Dirac adjoint of the charge-conjugated field is
Reordering the anticommuting components of the fermion bilinear supplies a minus sign:
Invariance for arbitrary fields therefore requires , so the charge-conjugation matrix is a unitary matrix. This is the required normalization constraint; it is not a bosonic reordering calculation.
For a spinor matrix , the same calculation and the given give
With and , the supplied transpose identities imply
Consequently the vector current is C-odd and the axial current is C-even: and .
For parity, put . The gamma matrix identities and give
Thus is P-even and P-odd, whereas is P-odd and P-even. The axial current transforms as a pseudovector.
The Yukawa matrices for up-type and down-type quarks are diagonalized by separate unitary changes of basis. Let and . The generation-diagonal weak charged current in the weak basis becomes
Thus the CKM matrix records the mismatch between the two left-handed mass bases, not an additional non-unitary interaction.
An unitary matrix has real parameters. The quark-field phases can remove phases from : the common phase changes neither current. This leaves physical real parameters, comprising mixing angles and CP-violating phases. Hence three generations give four parameters: three angles and one phase; four generations give nine: six angles and three phases. This count assumes the usual nondegenerate masses, so that extra mass degeneracies do not enlarge the allowed basis transformations.
A Dirac-to-Weyl gamma-matrix similarity transform with the required signs is
It is a unitary matrix, with . Multiplication gives
The matrix commutes with every : their common block structure uses the same antisymmetric block matrix, and the scalar blocks of commute with each Pauli matrix. Hence , exactly the spatial matrices specified in the Weyl representation of the gamma matrices. A similarity transformation preserves every Clifford algebra relation, so no new consistency check is needed for the transformed representation.
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.
At the only algebraic normal value , the generator is a skew-Hermitian matrix, so its matrix exponential is a unitary matrix. Both eigenvalues have zero real part; hence
There is no distinguished initial amplitude ratio and no perturbation-energy growth. The relations select the individual orthogonal eigenmodes, but arbitrary nonzero combinations are equally optimal because all singular values are one. If is restricted to its physical positive domain, this part has no applicable normal case at all. This resolves the inconsistency in the original printed parameters rather than assuming an unjustified optimal direction.
Arrange the interior values into a vector . Represent the five-point Dirichlet Laplacian as a Kronecker sum , where is the tridiagonal matrix with diagonal and adjacent entries one. This Kronecker sum is real symmetric; the real sampled potential has a real diagonal matrix . Thus
The generator is a skew-Hermitian matrix. Consequently
The matrix exponential is a unitary matrix, either by differentiating its product with its adjoint or by unitary diagonalization of a normal matrix. For the two-dimensional discrete L2 norm , this gives
Applying the same equation to a difference proves stability of a numerical method with a mesh-independent constant one. This is norm conservation of a semidiscrete Schrödinger equation. It concerns continuous time after spatial discretization; an arbitrary subsequent time integrator need not preserve this stability.
The printed coordinates do not discretize the stated square. For with interior points in each direction, use , , , and sample there. The printed and unshifted coordinates instead describe a grid on . The matrix proof is valid for either geometry with its corresponding boundary values, so this transcription-independent statement flaw does not alter the stability conclusion.