statement theorem
Equivalence of norms in finite dimension
Statement
Let be a finite-dimensional vector space over or . Then any two norms on are equivalent.
Remarks
Proof idea: fix a basis and compare a norm with the sup norm of the coordinates. The triangle inequality gives , so is continuous for . The unit sphere of is compact by the Heine–Borel theorem, so has a positive minimum on it, by the extreme value theorem. Thus there is only one norm topology on , the Euclidean topology. The statement fails in infinite dimensions: each infinite-dimensional normed space has norms that are not equivalent.
Explanations
L1 human
In finite dimensions, it does not matter which norm you choose: all norms give the same convergent sequences and the same open sets.
What this node needs for W1
- an inventory row: the row of the inventory that the node accounts for (0 of 1)
The writing levels say how complete the text of a node is. They do not measure its truth.
What depends on this
6 nodes use this node, directly or through other nodes.
- Sequence spaces lp 08P6T2WH6R
- Finite-dimensional normed spaces are complete 0ABP2F2ZP7
- Linear maps on finite-dimensional spaces are continuous 0C13E623WD
- p-norm on R^n 0KNJWEVSMG
- Heine–Borel theorem in finite-dimensional normed spaces 0PHT6NBYPB
- Compact closed unit ball implies finite dimension 0VZVV8VME5
Sources
- Web https://en.wikipedia.org/wiki/Norm_(mathematics), Equivalence