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TheoremStatement: Literature-sourcedProof: AI-generatedprecheck passjudge pass (gpt-5.6-terra)audited 2026-09-01
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For a bilinear map, boundedness is equivalent to joint continuity

Statement

Let X, Y, and Z be normed spaces over the same scalar field, and let B:X×YZ be bilinear. Then the following are equivalent:

  1. B is bounded.
  2. B is continuous at (0,0).
  3. B is jointly continuous on X×Y for the product norm (x,y)max:=max{x,y}.

Facts & Assumptions

Given: A bilinear map B:X×YZ, points x0X, y0Y, and perturbations hX, kY.

[L1]

A bounded bilinear map has a constant C0 with B(x,y)Cxy for all x,y (A bounded bilinear map between normed spaces).

[L2]

The finite-product maximum norm is a norm on X×Y (The standard product norms on a finite product of normed spaces).

[L3]

Continuity on metric spaces is the ε-δ condition of Continuity of a map between metric spaces, at a point and globally, in the ε-δ form, and addition and scalar multiplication in normed spaces are continuous (Vector addition and scalar multiplication are continuous in a normed space).

Proof

technique · direct
1.1

Assume B is bounded, with constant C from [L1]. Bilinearity gives B(x0+h,y0+k)B(x0,y0)=B(h,k)+B(h,y0)+B(x0,k). If max{h,k}<δ1, then B(h,k)Cδ2, B(h,y0)Cδy0, and B(x0,k)Cx0δ. Hence

B(x0+h,y0+k)B(x0,y0)Cδ(δ+x0+y0).

[L1, L2, algebra]

1.2

The implication (3)(2) is immediate by specializing the point of continuity to (0,0).

L3
1.3

Assume B is continuous at (0,0). Applying [L3] with ε=1 gives δ>0 such that max{u,v}<δ implies B(u,v)<1.

L3choose
2.1

Given ε>0, choose δ1 so that the bound in step 1.1 is below ε. Then [L3] shows that B is continuous at (x0,y0). Since (x0,y0) was arbitrary, (1)(3).

step 1.1L3choose
2.2

If x=0 or y=0, bilinearity gives B(x,y)=0. Otherwise put u:=δ2xx and v:=δ2yy. Then max{u,v}=δ/2<δ, so B(u,v)<1 by step 1.3. By bilinearity, B(u,v)=δ24xyB(x,y), hence B(x,y)<4δ2xy. Therefore B is bounded.

step 1.3L1algebra
3.1

Steps 2.1, 1.2, and 2.2 prove (1)(3)(2)(1), so the three conditions are equivalent.

step 2.1step 1.2step 2.2

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