In geodesic normal coordinates at , radial geodesics have coordinates . The geodesic equation at gives for every . The Levi-Civita connection is torsion free, making these coefficients symmetric in ; the polarization identity then gives . This does not imply vanishing curvature, which depends on derivatives of the coefficients.
For two zero-starting continuous martingales square-integrable at time , the Itô isometry gives . The polarization identity yields the displayed identity. Integrability of the cross-bracket follows from the Kunita-Watanabe inequality and the Cauchy-Schwarz inequality.
For operators on a complex Hilbert space, pointwise boundedness of over a family implies uniform boundedness of their operator norms. The complex polarization identity recovers each from four diagonal values. Apply the Uniform boundedness principle first to the functionals in for fixed , then to the operators in . On a real Hilbert space the claim fails: multiples of a nonzero skew-symmetric operator have zero diagonal forms but unbounded norms. For example, rotations through a quarter turn on multiplied by integers suffice.
Every Euclidean isometry of is a product of at most operations of reflection in a hyperplane. An isometry fixing zero is orthogonal: the polarization identity preserves inner products, and its values on an orthonormal basis determine its linear action. An orthogonal transformation is a product of at most linear reflections, by reflecting the image of the first basis vector back to that vector and inducting on its orthogonal complement. For an arbitrary isometry, first reflect its image of zero back to zero, if necessary, and apply the orthogonal result. Affine reflection hyperplanes, rather than only hyperplanes through zero, are essential here.
A finite group of Euclidean isometries has a common fixed point: average any orbit. Each isometry is an affine map and therefore preserves this finite affine average; applying a group element merely permutes the orbit terms. To see that an isometry is affine, subtract its value at zero and use the polarization identity to show that the resulting map preserves inner products. Images of a standard orthonormal basis then determine a linear orthogonal map.
Hermitian form Created 2026-09-24 Updated 2026-10-14
A Hermitian form is a sesquilinear form on a complex vector space satisfying conjugate symmetry,
Hence is a real number for every vector. In a basis, the matrix of a Hermitian form has and obeys , equivalently : it is a Hermitian matrix. The coordinate rule remains . Conjugate symmetry does not imply positivity.[ref]
The diagonal contains more information than might be expected. For any complex sesquilinear form , put . Expanding four expressions gives the complex polarization identity in the linear-first convention:
This is an algebraic identity, with no positivity assumption. If every is real, interchanging preserves the first difference and negates the second: use for . The identity then gives . Thus a complex sesquilinear form is a Hermitian form if and only if all its diagonal values are real. Testing only the basis vectors is insufficient: the off-diagonal example in sesquilinear form has zero diagonal entries in its matrix but a nonreal value at .
Consider the indefinite Hermitian form
Its values at are . Moreover and are nonzero isotropic vectors: , yet . These vectors do not belong to the radical of a Hermitian form, and the usual Cauchy-Schwarz inequality would incorrectly require . An indefinite Hermitian form records signed geometry rather than defining a norm by .
There is a separate boundary case: is a positive semidefinite Hermitian form, since , but . Its radical of a Hermitian form is the entire second coordinate line. Positive definiteness is exactly the additional condition in a Hermitian inner product. The three examples below show why these distinctions matter: on the real slice , has an ellipse as its unit level, has hyperbolas, and has two parallel lines. These are slices of the complex examples, not drawings of their full four-dimensional domains.
Figure 1.
Analytical illustration: real slices of positive definite, indefinite, and positive semidefinite Hermitian forms
. Details.
Let . This operator is self-adjoint, and
If condition (iii) holds, this quadratic form vanishes. For a real inner product, polarization gives
Therefore , which is condition (i). This supplies the nontrivial reverse implication needed for the equivalence.
The Baire category theorem states that a nonempty complete metric space cannot be a countable union of closed nowhere dense sets. The Uniform boundedness principle says that if is a Banach space, a normed vector space, and is pointwise bounded, meaning for every , then .
To prove it, let . Each set is closed by continuity of the individual operators, and their union is . The Baire category theorem gives a ball inside some . For , both and are in , so for every . Scaling gives uniformly. The zero-space and empty-family cases are immediate.
For the first family on a Hilbert space, fix . The functionals have operator norm by the Cauchy-Schwarz inequality and equality on the direction of . Their values are pointwise bounded by the hypothesis, after taking complex conjugates if necessary. Apply the Uniform boundedness principle to obtain . Apply it a second time to the operator family itself to conclude .
For the diagonal hypothesis, the answer depends on the scalar field. Over , let , using the convention that the inner product is linear in its first variable. The complex polarization identity gives
The assumed bounds at these four fixed vectors make every matrix coefficient uniformly bounded, so the preceding argument applies. Thus the complex-space answer is yes, even without assuming self-adjointness.
Over , take and
Every diagonal value is zero, whereas . Thus the real-space answer is no in general. Real diagonal values do not detect the skew-symmetric part of an operator. This is diagonal boundedness of operator families over real and complex Hilbert spaces.
Use the convention that the inner product is linear in its first argument. The precise polarization identity is
If (1) holds, apply this formula before and after to get preservation of all inner products, proving (2). If (2) holds, the identity gives . For , surjectivity then gives , proving (3).
From (3), and likewise , proving (4). Finally, if (4) holds, apply the same polarization identity to to obtain . This makes onto; the other norm identity supplies the remaining requirement of (1). Thus
These four statements are conditions in a single equivalence proof, rather than four independent source questions.
For a real linear change of coordinates , one has . The Euclidean metric therefore transforms to
It agrees with for every displacement precisely when . For example, equality of the associated quadratic forms determines their symmetric coefficient matrices by polarization identity. The orthogonal group is defined by this condition, so
Taking determinants gives . Thus these matrices are invertible automatically; both signs of the determinant are allowed, since the metric alone does not specify an orientation.
Use the Levi-Civita connection of the Riemannian metric and fix the convention
The Leibniz rule shows that this expression is linear over smooth functions in all three arguments: the differentiated coefficient terms in the first two derivatives cancel those in the bracket term. Thus is a section of , the Riemann curvature tensor, and is a covariant tensor field. This convention gives positive sectional curvature on the round sphere.
Its algebraic symmetries are
The first identity follows immediately from the definition. For the second, apply to and use compatibility of the Levi-Civita connection with the Riemannian metric. The left side is zero and the differentiated terms combine to
For the first Bianchi identity, use normal coordinates at a point , so the Christoffel symbols vanish there. Torsion-freeness gives , and
The cyclic sum over cancels term by term. Since this is a tensor identity, it holds for arbitrary tangent vectors everywhere.
To prove pair interchange rather than assume it, abbreviate to and put , . The first Bianchi identity and the two antisymmetries give
The first Bianchi identity applied to with final argument gives . Hence , proving .
There is also the differential second Bianchi identity,
For its proof take commuting coordinate fields, normal at . The Jacobi identity for operator commutators says . On these commuting fields, ; at , the covariant derivatives of the coordinate arguments vanish. The commutator identity is therefore the displayed covariant derivative identity at , and tensoriality establishes it everywhere.
For a two-dimensional plane , define the sectional curvature by
The denominator is the squared area of . Under an invertible change of plane basis, the alternating pairs in the numerator and the area in the denominator both acquire the square of the change-of-basis determinant. Thus the quotient depends only on . For an orthonormal basis of , it is simply .
The Ricci curvature is the trace
where is any orthonormal basis of . This is independent of the basis because it is a trace. Applying the first Bianchi identity to and pairing with proves that the summand difference for vanishes; the middle term is zero by the last-pair antisymmetry. Hence Ricci curvature is a symmetric bilinear form. For a unit vector extended to an orthonormal basis,
For nonzero , take and multiply the right side by . This determines the entire Ricci curvature by the polarization identity:
Finally, the scalar curvature is the metric trace of Ricci curvature. Taking its diagonal entries in an orthonormal basis and pairing the equal contributions from and yields
In particular, constant sectional curvature gives and . In dimension one the traces are zero; there are no two-dimensional tangent planes and the sums are empty.
Let be the finite group and choose a point . Its orbit is a nonempty finite set. Every group element permutes and maps a closed metric disc onto a disc of the same radius. By the permitted uniqueness of the smallest enclosing disc, it fixes that disc and therefore its centre . Thus lies in the orientation-preserving stabilizer of one point.
In the Euclidean plane, translate to zero. Every isometry fixing zero is an orthogonal linear map: distance preservation gives preservation of inner products by the polarization identity, and its values on an orthonormal basis then determine the linear map. Orientation preservation gives determinant one, so it is a rotation. Consequently embeds in the circle group of rotation angles.
For the hyperbolic plane, use this precise standard fact about its isometries: after placing a point at the origin of the Poincare disc model, every orientation-preserving isometry fixing it has the form . Equivalently, its point stabilizer is the rotation group, and its action on directions at the point is faithful. This is a general hyperbolic-plane fact allowed by the question. It again identifies with a finite subgroup of the circle group.
Finally, a nontrivial finite rotation group has a least positive angle in . Divide any other angle by : the remainder is another group angle in , so it must be zero. Similarly the remainder of is zero, and for an integer . The rotation through generates the group. The trivial group is cyclic as well. Therefore both finite orientation-preserving plane isometry groups are cyclic. This proves the finite orientation-preserving plane isometry groups are cyclic result using the same enclosing-disc argument in both geometries.
Let be the isometry. Since , it preserves norms, and the polarization identity applied to distances gives . For an orthonormal basis , the vectors are again an orthonormal basis, and
Expanding in that basis proves . Hence is a linear map represented by an orthogonal matrix .
A reflection in a hyperplane with nonzero normal is . If , choose . Because , substitution shows . If they agree, no reflection is needed. The resulting orthogonal transformation fixes and preserves its orthogonal complement. Apply the same construction there to fix ; the second normal is perpendicular to , so the first vector remains fixed. Finally the restriction to the remaining line is either the identity or negation; in the latter case a third reflection, normal to , fixes it. Reversing these steps writes as a product of at most three reflections, each in a plane through the origin. This proves the three-dimensional case of the Cartan–Dieudonné theorem.
Three reflections are sometimes necessary. The map is the product of the three coordinate-plane reflections. Its determinant is , excluding zero or two reflections. A single plane reflection fixes a two-dimensional vector subspace, whereas fixes only zero, excluding one. Thus the bound is sharp.
Here is Witt's lemma with the hypotheses appropriate to the classical groups. Let be finite-dimensional with a nonsingular alternating bilinear form, a nonsingular symmetric bilinear form in characteristic different from two, or a nonsingular Hermitian form with nontrivial involution. Every isometry of a space with a form between vector subspaces extends to a form-preserving automorphism of . For quadratic forms, the same statement holds in every characteristic when the polar bilinear form of a quadratic form is nonsingular and the isometry of a space with a form preserves the quadratic form itself. The restricted forms on may be degenerate. We prove these versions, including the characteristic-two quadratic case needed later.
For an alternating bilinear form , split the restricted space as , where and is nonsingular. Choose a symplectic basis for and a basis of . The nondegenerate form on supplies vectors in with . Adding linear combinations of the to the makes : for each pair one may cancel its pairing by adding an appropriate multiple of to , without disturbing the dual pairings or previously treated pairs. This uses no division by two. Thus together with the pairs is nonsingular and its orthogonal complement for a sesquilinear form has a symplectic basis.
Apply the same construction to , choosing partners there. The two completed bases have identical alternating Gram matrices and equal remaining dimensions. The linear map matching these bases preserves and agrees with on . This proves the alternating version over an arbitrary field, including characteristic two.
For a quadratic form , define its polar bilinear form of a quadratic form by . Its symmetry
preserves . The zero-dimensional case is immediate. Induct on : choose and a hyperplane . Extending first reduces to . Put , , . If , completes the extension. Otherwise . The hyperplanes , are proper because .
For with , set . Then
and fixes and sends to . If no such exists and , the identity
forces . The complement of two hyperplanes spans : adding a multiple of any outside vector avoids at most two forbidden scalars. Hence , so , forcing , contrary to .
Over , choose outside both hyperplanes. In the remaining case , and . The explicit map
has , preserves by cancellation of its two cross terms, fixes and sends to . This closes the induction. The characteristic-independent symmetry argument and its binary exceptional step are also treated in Casselman's quadratic-form notes and Elman, Karpenko and Merkurjev, section 8.
In odd characteristic a symmetric bilinear form is recovered by the polarization identity for , so the quadratic proof also proves its extension theorem. For completeness, the Hermitian form case has a similarly explicit induction. Take linear in the first variable, with conjugation . For anisotropic vectors for a form with equal value , let and . When , the rank-one map
sends to and preserves , since and the extra coefficient in is
When , insert with , , and use two such maps. Such a scalar exists for a nontrivial involution: with works. If the source vector subspace contains an anisotropic vector for a form, align it this way and induct in its nonsingular orthogonal complement for a sesquilinear form.
If instead every source vector is isotropic, the Hermitian polarization identity makes its whole restricted form zero. Choose in its basis and a partner pairing to one with and to zero with the remaining source basis. Make by replacing by , where . The trace map is onto the fixed field: in odd characteristic divide by two; in characteristic two scale a nonzero trace. Choose . The orthogonal vectors and have nonzero values and its negative, so the preceding rank-one construction aligns this entire hyperbolic pair with its target pair. The remaining source basis lies in the pair's orthogonal complement for a sesquilinear form; induction finishes the Hermitian proof.
The hypotheses matter. For example, the identity-matrix symmetric bilinear form on has canonical vector characterized by , so every isometry of a space with a form fixes . The one-dimensional map preserves the restricted bilinear form but cannot extend. Thus “all symmetric forms in characteristic two” is not a correct replacement for the quadratic or alternating versions proved above.
Associate to its symmetric bilinear form by the polarization identity,
We first construct a diagonal basis by induction on the dimension. A zero quadratic form is already diagonal. Otherwise choose with . Every has the decomposition
whose second term lies in . Also , so and . Apply the induction hypothesis to the restricted quadratic form on . The cross terms with vanish, giving a diagonal basis on . Rescale each vector with diagonal coefficient by , and reorder positive, negative and zero coefficients. This yields
No nondegeneracy assumption was used.
For uniqueness, let be the positive coordinate subspace and the span of all negative and zero coordinate vectors. Their dimensions are and . Any subspace on which has positive definiteness intersects only in zero. The dimension formula for a sum of subspaces therefore gives . Conversely itself has dimension and positive restriction. Thus is the largest possible dimension of a positive subspace, an intrinsic description independent of the basis. Applying the same argument to shows that is the largest dimension of a negative subspace. This proves Sylvester's law of inertia, including uniqueness of the zero count .
The extremal subspaces themselves need not be unique. For , the coordinate axes give one positive and one negative line. For any , put
Then , , , and the determinant of the change of basis is one. The distinct lines and give another positive/negative decomposition, with the same intrinsic counts .
The polarization identity for quadratic covariation, together with , yields
The bracket identity for each zero-starting square-integrable martingale is the Itô isometry for integration of the constant integrand against that martingale. Polarizing both identities gives the displayed covariance identity for continuous square-integrable martingales. The bracket is integrable: its total variation is at most by the Kunita-Watanabe inequality, whose expectation is finite by the Cauchy-Schwarz inequality. Therefore condition (iii) is equivalent to (ii).
Let be an isometry, and set . Then , and preservation of distances gives . The polarization identity yields
For a standard orthonormal basis , put . These three vectors are an orthonormal basis. Since , we have for an orthogonal matrix . Thus
an affine map.
For a finite isometry group , take . An affine map preserves an affine average, so for any ,
The orbit barycentre is a common fixed point. This proves the fixed point of a finite Euclidean isometry group result.
Use the given Pestov identity for a geodesic flow for the function constructed above. Since , its left side is . Moving this to the right gives
All terms are nonnegative, and is uniformly positive by compactness. The smooth derivatives therefore vanish pointwise:
Since span the tangent bundle, is constant, component by component if necessary.
On each circle fibre, is the elementary periodic differential equation . Its solutions are
The first harmonics transform as a covector when the local oriented orthonormal frame changes. Their coefficients are smooth, either directly from the smooth fibre equation or from their sine/cosine integral formulas. Thus they define a smooth one-form on with .
Along a geodesic, the velocity is parallel, so differentiating gives
Set . Then
Equality initially holds on unit vectors, then on every vector by homogeneity. The polarization identity yields the tensor identity
This proves that is a potential symmetric 2-tensor, with the precise factor of two in the requested convention.
First the common boundary distance function determines the induced tangential Riemannian metric. For a boundary curve with and , the local first-order distance expansion gives
For clarity, the upper bound follows from the length of the boundary curve. In a small coordinate neighbourhood the Riemannian metric is arbitrarily close to its value at , so the length of any sufficiently short joining path is bounded below by that constant-metric displacement norm with an arbitrarily small relative error. A minimizing short path cannot leave that neighbourhood. These two bounds prove the limit. Equality of the boundary distance functions then gives . The polarization identity yields
This alone fixes no choice of normal coordinates, so a boundary-fixing gauge is needed to compare the full tangent-space Riemannian metrics.
Let be the inward unit normals and let
be sufficiently small boundary normal coordinates. Their pullbacks have the form , with . On a collar define . It fixes the boundary, has for tangential , and sends to . For tangent-space vectors and at the boundary, therefore,
This proves the desired full Riemannian metric equality locally at the boundary.
We also justify extending this local identification to a global diffeomorphism. Interpolate the positive Riemannian metrics by , for . Let be their inward unit-normal exponential collars. Compactness of the boundary and parameter interval gives a common small collar width for all . The intermediate Riemannian metrics need not be simple; only these local collars are used.
On the image of , define the time-dependent vector field
where is one near zero and vanishes before the outer edge of the collar; extend by zero elsewhere. This is a smooth vector field on , vanishing at the boundary because . Its time-dependent flow is a global diffeomorphism fixing the boundary. For every sufficiently small fixed , the curve solves its equation, since . Uniqueness gives . Consequently agrees near the boundary with . Taking proves
We use the following existence and uniqueness statement for parallel transport: for a smooth affine connection, a smooth curve , an initial time and a vector , there is a unique smooth vector field along a map on the whole curve satisfying and . In a frame of a vector bundle this is the linear ordinary differential equation . Its smooth coefficient matrix is bounded on every compact time subinterval in a trivializing neighborhood, and the linear existence theorem gives a solution throughout that subinterval. A finite subdivision of into such neighborhoods and uniqueness patch the solutions. No completeness hypothesis on is needed.
For arbitrary fields along a curve, the definition of the induced covariant derivative of the metric tensor gives
This can also be checked by differentiating and substituting the formula in part (a). If is a metric connection and is parallel, it follows that . Positivity of the Riemannian metric makes constant. Thus parallel transport preserves lengths.
Conversely assume every parallel field along every smooth curve has constant length. Fix and arbitrary . Choose a curve through with velocity at an interior time . Explicitly, in a coordinate chart centered at , take , where , , and has sufficiently small amplitude and support near . A smooth bump function produces such , so the curve is defined on all of and remains inside the chart. By the stated parallel transport theorem there is a parallel field with . Evaluating the derivative of its squared length gives
For fixed , the bilinear form is symmetric. Its diagonal values vanish, so polarization identity gives
Since were arbitrary, . A connection is metric-compatible if and only if all parallel fields have constant length. Polarization also shows that its parallel transport preserves all inner products, not just lengths.