statement theorem
Compact closed unit ball implies finite dimension
Statement
Let be a normed space over or . If the closed unit ball is compact, then is finite-dimensional.
Remarks
Proof: if is infinite-dimensional, build unit vectors by Riesz's lemma, with at distance at least from the span of . That span is finite-dimensional, so it is complete and closed. Then for , 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
- Web https://en.wikipedia.org/wiki/Riesz%27s_lemma, Characterization of finite dimension
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