Let MM be a finite-dimensional . A Riemannian metric on MM is a smooth symmetric covariant 22-tensor gg such that gpg_p is a positive-definite on TpMT_pM for every pMp\in M. Equivalently, gg is a on the TMTM. A Riemannian manifold is a pair (M,g)(M,g). In local coordinates, g=gijdxidxjg=g_{ij}\,dx^i\otimes dx^j, where the matrix (gij(p))(g_{ij}(p)) is symmetric positive definite at every point and each coefficient gijg_{ij} is smooth.

Metric and volume constructions

The metric assigns each tangent vector a length vg=g(v,v)\lVert v\rVert_g=\sqrt{g(v,v)} and each piecewise smooth curve γ\gamma a length

Lg(γ)=gγ(t)(γ˙(t),γ˙(t))dt.L_g(\gamma)=\int \sqrt{g_{\gamma(t)}(\dot\gamma(t),\dot\gamma(t))}\,dt.

Taking the infimum of curve lengths gives the Riemannian distance on each . The metric also identifies TMTM with the and determines a canonical volume density; an orientation turns this density into a .

Canonical connection and curvature

Every Riemannian metric has a unique torsion-free, metric-compatible connection, the . It determines geodesics, parallel transport, and . These structures depend on derivatives of gg, whereas lengths and angles are pointwise data.

Examples and scope

The Euclidean metric idxidxi\sum_i dx^i\otimes dx^i is the standard example on Rn\mathbb R^n. An immersion into pulls this metric back to a Riemannian metric when its differential is injective. Positive definiteness distinguishes Riemannian metrics from pseudo-Riemannian metrics, whose nondegenerate symmetric forms may have mixed signature. Smoothness is essential: an arbitrary choice of an inner product on each does not necessarily define a Riemannian metric.

References
  1. John M. Lee, Introduction to Riemannian Manifolds, 2nd ed., Graduate Texts in Mathematics 176, Springer, 2018. Publisher record. Relevant: Chapters 2–5.
  2. Manfredo P. do Carmo, Riemannian Geometry, Mathematics: Theory & Applications, Birkhäuser, 1992. Publisher record. Relevant: Chapters 0–3.