Past exam of the mathematics course of the University of Cambridge 2018 ii Paper 1 26I a Solution Created 2026-09-24 Updated 2026-10-03
Let and choose a local parametrizationwhose derivative has rank . DefineThis is a vector subspace because it is the image of a linear map, and rank gives .
If is another local parametrization through , the transition map is a local diffeomorphism. The chain rule givesand is invertible, so . Thus the definition is independent of the parametrization. Equivalently, is the set of velocity vectors of smooth curves in through . This is the tangent space from a local parametrization.
Tangent space Created 2026-09-24 Updated 2026-10-14
At a fixed point of an -dimensional smooth manifold without boundary, the tangent space is the real vector space of all tangent vectors at . In manifold charts and , a tangent vector has componentsThe coordinate basis transforms inversely, so the tangent vector is unchanged. This invertible Jacobian matrix also preserves vector addition and scalar multiplication, giving a vector space of dimension independently of coordinates. [ref]
https://www.math.toronto.edu/mein/teaching/LectureNotes/Man.pdf. Eckhard Meinrenken, Differentiable Manifolds, §1.5: tangent spaces and coordinate bases
For example, at in , use the alternative manifold chart , . The Jacobian matrix sends to . Indeed, the smooth curve gives . Conversely, and , so . The numbers change; their action on every smooth function does not.
For an embedded submanifold , the tangent space can be identified with the vector subspaceA proof outline explains why every coordinate vector is possible: in a manifold chart , lift the short straight path using . Its tangent vector has components . For a regular local parametrization , the same chain rule gives , where . This is the tangent space from a local parametrization.
For the sphere , differentiating that equation gives . Conversely, for any nonzero with , the smooth curvelies on the sphere and has ; use a constant smooth curve for . Thus , not merely a subset of that plane. At this vector subspace is , while the affine tangent plane drawn through is .
This also explains a mechanical constraint without requiring a force calculation. In the ideal mathematical model of a particle confined to a stationary sphere, its allowed velocities at are exactly : the radial component must vanish, but either independent tangential direction is available. For a general stationary holonomic constraint with independent equations, the regular level set theorem gives . These are instantaneous kinematic possibilities; they do not determine the actual subsequent motion. On a general smooth manifold, tangent spaces at different base points cannot be identified canonically; an affine connection supplies parallel transport when such comparisons are needed.