Completeness of R^k
Every Cauchy sequence in Euclidean space converges
Completeness of R^k
Theorem (Completeness of ). For every integer , the Euclidean space equipped with its usual distance is a complete metric space .
Context. This is the finite-dimensional completeness statement used throughout analysis, optimization, and convex geometry.
Proof sketch. Let be a Cauchy sequence in , with . The Cauchy property implies each coordinate sequence is Cauchy in . Since is complete, each coordinate converges to some . Let . One checks that by estimating the distance between and in terms of coordinate differences, hence converges in .
Example. The sequence is Cauchy and converges to .