Math 2.0

statement theorem

Compact closed unit ball implies finite dimension

Statement

Let XX be a normed space over R\mathbb{R} or C\mathbb{C}. If the closed unit ball {x∈X:∥x∥≤1}\{ x \in X : \|x\| \le 1 \} is compact, then XX is finite-dimensional.

Remarks

Proof: if XX is infinite-dimensional, build unit vectors x1,x2,…x_1, x_2, \ldots by Riesz's lemma, with xn+1x_{n+1} at distance at least 12\tfrac{1}{2} from the span of x1,…,xnx_1, \ldots, x_n. That span is finite-dimensional, so it is complete and closed. Then ∥xm−xn∥≥12\|x_m - x_n\| \ge \tfrac{1}{2} for m≠nm \neq n, so no subsequence converges, and the ball is not sequentially compact. With the Heine–Borel theorem in finite dimension, we get: a normed space is finite-dimensional if and only if its closed unit ball is compact. Equivalently, a normed space is locally compact if and only if it is finite-dimensional.

Explanations

L1 human

In infinite dimensions, the closed unit ball is never compact: there is always room for infinitely many unit vectors that stay far apart. This is one of the main differences between finite and infinite dimensions.

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Sources

  1. Web https://en.wikipedia.org/wiki/Riesz%27s_lemma, Characterization of finite dimension