Math 2.0

statement theorem

Finite-dimensional normed spaces are complete

Statement

Let VV be a finite-dimensional vector space over R\mathbb{R} or C\mathbb{C}, with a norm ∥⋅∥\|\cdot\|. Then VV is a Banach space.

Remarks

Proof: by equivalence of norms in finite dimension, the norm is equivalent to the sup norm of the coordinates in a basis. Equivalent norms have the same Cauchy sequences and the same convergent sequences. With the sup norm, completeness follows from the completeness of R\mathbb{R} in each coordinate. A consequence: each finite-dimensional subspace of a normed space is complete, and thus closed.

Explanations

L1 human

In finite dimensions, a Cauchy sequence is Cauchy in each coordinate, so each coordinate converges. This works for each norm, because all norms are equivalent there.

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Sources

  1. Web https://en.wikipedia.org/wiki/Banach_space, Complete norms and equivalent norms