Covariant derivative along a curve Created 2026-10-03 Updated 2026-10-14
A connection on a vector bundle pulls back along a smooth curve to differentiate its time-dependent sections. For the tangent bundle, a section of the pullback tangent bundle hasThe Leibniz rule under a change of frame proves independence of the coordinates. The derivative includes the time dependence of the coefficients, so it is meaningful even at a zero tangent velocity. A vector field along a map need not extend to one ambient field if the curve self-intersects. Parallel fields satisfy , a linear ordinary differential equation whose unique solutions define parallel transport.
Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 12 1 Solution Created 2026-10-03 Updated 2026-10-14
For a smooth manifold of dimension , the tangent space can be defined as the space of derivations at : linear maps on germs of smooth real functions satisfying . Equivalently, is the velocity of a smooth curve through , with curves identified when their coordinate velocities agree. A chart supplies the basis , so .
The tangent bundle is the disjoint union , with projection . Its smooth structure is defined by the local local trivializationsOn overlapping charts, the change of trivialization isThese are smooth changes of coordinates on a -dimensional smooth manifold, linear and invertible in each fibre. Thus is a rank- vector bundle, and its projection is a submersion. Fibrewise addition, scalar multiplication and the zero section are smooth. A smooth section of a vector bundle , satisfying , is exactly a vector field; locally , with components transforming by the displayed Jacobian matrix. Its action on functions is a derivation, and the commutator of two such derivations is their Lie bracket.
The dual bundle of is the cotangent bundle . Its smooth sections of a vector bundle are differential 1-forms, locally . The coefficient transformation is the inverse transpose of that for tangent vectors, ensuring that is a well-defined smooth function. Tensoring these two bundles gives the tensor bundlesTheir sections of a vector bundle are tensor fields; their transition functions of a vector bundle are the corresponding tensor products of the tangent and cotangent transformations. For example, the bundle contains fields of linear endomorphisms, while contains symmetric bilinear fields. Taking alternating covariant tensors gives , whose sections are differential forms. The wedge product, exterior derivative and pullback of a differential form make these bundles central to integration, Generalized Stokes theorem and de Rham cohomology.
A nowhere-vanishing section of chooses an orientation of a smooth manifold; such a section exists exactly when is orientable. Without an orientation of a smooth manifold, one can still integrate sections of the density bundle , whose coordinate changes use the absolute Jacobian determinant. A Riemannian metric is a positive-definite section of . It identifies with by the musical isomorphisms and gives the Riemannian volume densityOn an oriented smooth manifold, this density corresponds to a volume form.
Another organizing construction is the frame bundle . A frame over is a linear isomorphism , and the right action makes a principal bundle with general linear group as its structure group. Given a group representation , the associated bundle is obtained from pairs by the relation . The standard representation reconstructs ; dual, tensor and exterior representations reconstruct the associated bundles described above. A Riemannian metric reduces the frame bundle to the orthonormal frame bundle, with orthogonal group as structure group; an orientation of a smooth manifold reduces it further to the special orthogonal group . A global section of is a global frame, so it exists exactly when is a parallelizable manifold. Local triviality does not imply a global trivialization: the Hairy ball theorem prevents even one nowhere-zero vector field on .
A connection on a vector bundle differentiates its sections in tangent directions and defines parallel transport. For , the Levi-Civita connection is distinguished by compatibility with a Riemannian metric and vanishing torsion tensor. Its coefficients are not tensor components, because a coordinate change introduces second derivatives; the difference of two connections is a section of . The Riemann curvature tensor is a genuine tensor measuring the failure of covariant derivatives to commute.
Finally, a smooth map gives the pullback tangent bundle . Its sections are vector fields along a map, including the velocity of a curve and Jacobi fields along a geodesic. For an embedded submanifold , the derivative identifies with a subbundle of , and the quotient is the normal bundle. With an ambient Riemannian metric, the normal bundle is identified with the orthogonal complement of in ; the second fundamental form records the normal component of the ambient derivative of tangent fields. These constructions connect the bundle description to both intrinsic and extrinsic differential geometry.
The tangent bundle is a rank- smooth vector bundle over an -manifold; its dual, tensor, exterior, frame and pullback constructions encode the principal geometric fields and their natural operations.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 19 4 Solution Created 2026-10-03 Updated 2026-10-14
A vector field along a curve is a smooth section of the pullback tangent bundle : it assigns smoothly. It need not be the restriction of one ambient vector field, since its values at different times with the same image point may differ.
Given a Koszul connection, use a local frame of and write . Its covariant derivative along a curve isThe first term differentiates the time-dependent coefficients, and the second uses the connection on the local frame. Under a change of frame, differentiating the change matrix supplies exactly the extra term in the connection transformation, so the expression is independent of the frame. This definition also works when . In coordinate components it isA field is parallel when .
Thus a parallel field solves the linear system , with smooth coefficient matrix . Given its value at one time, existence and uniqueness for a linear ordinary differential equation determine it on each coordinate segment. To obtain it on all of , cover the compact parameter interval by finitely many frame neighborhoods and subdivide so that each closed subinterval lies in one such neighborhood. The coefficients are bounded on each subinterval, and the standard estimate prevents finite-time blowup. The solutions match uniquely at the subdivision points. This proves existence and uniqueness of the requested global parallel field.
Define parallel translation by , where and . Linearity of the equation and uniqueness make linear. Solving the same equation backwards gives its inverse; equivalently, a solution zero at time must be identically zero. Therefore
A metric connection for a Riemannian metric satisfies , orPulling this identity along the curve givesFor parallel fields the right side vanishes, provingFor a piecewise smooth path compose the parallel transport maps on its smooth segments. On a closed path their domain and codomain are the same tangent space, so the resulting map is orthogonal. Its determinant need not be positive on a nonorientable surface.
An explicit reflection example is the reflection holonomy along a closed projective geodesic. Give the round metric induced from the sphere by the antipodal quotient. The Levi-Civita connection descends because the antipodal map is an isometry, so the quotient map is a local isometry carrying geodesics and parallel fields to their counterparts. The great-circle arcprojects to a smooth closed geodesic: , including all derivatives under the quotient identification. Along it the fieldsare parallel. The first is the velocity of a great-circle geodesic. The second is tangent, unit length, and orthogonal to the first. Metric compatibility makes its covariant derivative orthogonal to both frame vectors: differentiate its constant length and its zero inner product with the parallel first vector. Its derivative therefore vanishes in the two-dimensional tangent plane. At , and . Identifying the endpoint with the start through the derivative of the antipodal map, namely , fixes the returned and negates the returned . HenceThis is a reflection fixing the geodesic direction.
Finally orient the unit sphere outward and traverse a spherical triangle with its interior on the left. Let its angles be . Its parallel transport preserves both the metric and orientation, so is a rotation by some angle in the initial tangent plane. On each geodesic side the unit tangent is parallel. At a vertex with angle , the actual forward tangent turns left by relative to the transported incoming tangent. Tracking the tangent around all three sides and making those three corner turns returns it to its initial direction.
Rotations of oriented two-dimensional tangent planes commute with orientation-preserving parallel transport. Consequently the total angle in this tracking procedure is the transport angle plus the three corner turns:This determines parallel transport around a spherical triangle asBy the spherical excess formula, this is rotation by the enclosed area on the unit sphere. Reversing traversal negates the angle. For an octant triangle all three angles are , giving a positive rotation.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 115 3 Solution Created 2026-10-03 Updated 2026-10-14
A smooth vector field along a map is a smooth section of the pullback tangent bundle : it assigns , with smooth coefficients in each local frame. It need not be the restriction of one ambient vector field, since a curve may return to the same point with different values of .
An affine connection, also called a Koszul connection, induces a pullback connection on this bundle. In coordinates, write and . Its covariant derivative along a curve isThe connection transformation law, or the Leibniz rule applied to a change of frame, makes this expression independent of the frame. In particular it is defined even when ; it differentiates the section's coefficients as well as the frame.
The field is parallel precisely when . In a frame along a coordinate segment this is the linear ordinary differential equationThe Picard-Lindelöf theorem gives a unique solution with prescribed initial value. Smooth coefficients on compact subintervals are bounded, and the usual norm estimate for a linear ordinary differential equation prevents finite-time blowup there. A finite sequence of coordinate segments covers the image of the compact interval ; solve successively and use uniqueness on overlaps. This gives a unique parallel field on the whole interval for every .
Define parallel transport by . Linearity of the equation and uniqueness give . Solving along the reversed curve supplies its inverse. Therefore each is a linear isomorphism.
For two affine connections, put . Their rules givesince the two terms cancel. The tensoriality of this operation proves that the difference of affine connections is a tensor, of type , with smooth coordinate coefficients .
A parametrized geodesic satisfies , or the geodesic equationWith , this becomes the first-order system , . Its right side is smooth, so the Picard-Lindelöf theorem gives a unique local solution for each initial point and tangent vector. This establishes uniqueness with the parametrization fixed.
The two accelerations differ byIf for every tangent vector, either acceleration vanishes exactly when the other does. Conversely, start the -geodesic with arbitrary initial vector at an arbitrary point. If it is also a -geodesic with the same parameter, evaluating this identity initially gives . HencePolarization makes the latter condition equivalent to : parametrized geodesics determine the symmetric part of an affine connection. In particular torsion-free connections are determined by their parametrized geodesics, since their difference is also symmetric and must then vanish.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 309 1 b Solution Created 2026-10-03 Updated 2026-10-06
At , the differential of a smooth map defines the pushforward of a vector field byThis is a tangent vector at , and varies smoothly as a section of the pullback tangent bundle. In local coordinates its components are .
For a general smooth map between manifolds, this is a vector field along a map, rather than an intrinsic vector field on all of . A vector field on the image can be defined only if these vectors agree whenever two points have the same image, and the resulting field must also be smooth; a projectable vector field must meet that requirement. For a diffeomorphism, there is no ambiguity and . For example, on and give , with opposite nonzero values at the two preimages of . Thus the source's notation must be read with this qualification.
Vector field along a map Created 2026-10-06 Updated 2026-10-14
A vector field along a smooth map between manifolds assigns smoothly to each . It is a section of the pullback tangent bundle, not necessarily a vector field on . Along a curve , the velocity is such a section.