Alphabeta Math
LemmaStatement: Literature-sourcedProof: AI-generatedprecheck passaudited 2026-09-01
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  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
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Vector addition and scalar multiplication are continuous in a normed space

Statement

Let V be a normed space over R or C. Then

+:V×VV,(x,y)x+y,

and

m:K×VV,(λ,x)λx,

are continuous for the product topology on the domain and the norm topology on the target.

Facts & Assumptions

Given: Scalars λ,αK and vectors x,y,h,kV.

[L1]

The scalar field on this page is either R with its usual absolute value or C with its modulus, and the same norm estimates are valid in both cases (Real and complex scalar conventions for normed spaces).

[L2]

The norm is 1-Lipschitz for its metric, so in particular u+vu+v for all vectors and uvuv (The reverse triangle inequality in a normed space).

Proof

technique · direct
1.1

For addition, (x+h)+(y+k)(x+y)=h+kh+k by [L2].

L2
1.2

For scalar multiplication, (λ+α)(x+h)λx=λh+αx+αh, so (λ+α)(x+h)λxλh+αx+αh by the triangle inequality and absolute homogeneity from [L1] and [L2].

L1L2algebra
2.1

Given ε>0, step 1.1 shows that if h<ε/2 and k<ε/2, then (x+h)+(y+k) lies in the ε-ball around x+y; this is continuity of addition at (x,y).

step 1.1given
2.2

For scalar multiplication at (λ,x), first require α<1 and then choose δ>0 so that λδ+δ(x+δ)<ε; step 1.2 then gives (λ+α)(x+h)λx<ε whenever α<δ and h<δ.

step 1.2givenalgebra
3.1

Since the point (x,y) was arbitrary, step 2.1 proves continuity of addition everywhere, and step 2.2 proves continuity of scalar multiplication everywhere.

step 2.1step 2.2

Depends on

Used by

Dependency tree · two levels

32 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