Math 2.0

statement theorem

Linear maps on finite-dimensional spaces are continuous

Statement

Let VV be a finite-dimensional normed space and let WW be a normed space, both over R\mathbb{R} or over C\mathbb{C}. Then each linear map T ⁣:V→WT \colon V \to W is continuous.

Remarks

Proof: choose a basis e1,…,ene_1, \ldots, e_n of VV. For x=∑iaieix = \sum_i a_i e_i, the triangle inequality gives ∥Tx∥W≤(∑i∥Tei∥W)max⁡i∣ai∣\|Tx\|_W \le \left( \sum_i \|T e_i\|_W \right) \max_i |a_i|. By equivalence of norms in finite dimension, max⁡i∣ai∣≤c∥x∥V\max_i |a_i| \le c \|x\|_V for some cc. Thus TT is bounded, and so continuous. The finite dimension of WW is not needed, only that of VV. For example, each matrix gives a continuous map Rn→Rm\mathbb{R}^n \to \mathbb{R}^m.

Explanations

L1 human

In finite dimensions, linear maps are automatically continuous, for each choice of norms. Problems with continuity only appear in infinite dimensions.

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Sources

  1. Web https://en.wikipedia.org/wiki/Bounded_operator, Examples