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LemmaStatement: Literature-sourcedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-01
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The operator norm is a norm on the space of bounded linear operators

Statement

Let X and Y be normed spaces over the same scalar field. On the vector space B(X,Y) of bounded linear operators, the operator norm of The operator norm as the least bound and as the unit-sphere or unit-ball supremum is a norm.

Facts & Assumptions

Given: Bounded linear operators S,TB(X,Y), a scalar λ, and a vector xX.

[L1]

The operator norm is the supremum of Tx over the unit ball of X, and it satisfies TxTx for every xX (The operator norm as the least bound and as the unit-sphere or unit-ball supremum).

[L2]

B(X,Y) is the space of bounded linear operators, with pointwise addition and scalar multiplication (The spaces (\mathcal B(X,Y)) and (\mathcal B(X)) of bounded linear operators).

Proof

technique · direct
1.1

By [L1], T0 for every TB(X,Y). If T=0, then Tx0 for every x with x1, so Tx=0 there. If x0, apply this to u:=x/x to get Tu=0, hence Tx=xTu=0. Thus T=0 implies T=0.

L1algebra
1.2

Conversely, if T=0 then Tx=0 for every x in the unit ball, so the supremum in [L1] is 0. This proves definiteness.

L1
1.3

For every x with x1, [L2] and [L1] give (λT)x=λTxλT. Taking the supremum over the unit ball yields λTλT. The reverse inequality is immediate when λ=0, and for λ0 the same estimate applied to T=λ1(λT) gives Tλ1λT. Hence λT=λT.

L1L2algebra
1.4

For every x with x1, [L2] and [L1] give (S+T)xSx+TxS+T. Taking the supremum over the unit ball gives S+TS+T.

L1L2algebra
2.1

Steps 1.1, 1.2, 1.3, and 1.4 are the norm axioms, so the operator norm is a norm on B(X,Y).

step 1.1step 1.2step 1.3step 1.4

Depends on

Used by

Nothing in the library uses this result yet.

Dependency tree · two levels

4 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.

Sources