Alphabeta Math
LemmaStatement: AI-adaptedProof: AI-adaptedPipeline-generatedjudge pass (gpt-5.6-terra)audited 2026-09-22
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The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

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Compositions with a compact operator are compact

Statement

Let W, X, Y and Z be normed spaces over the same scalar field. If T:X→Y is compact (Compact linear operator) and A:W→X and B:Y→Z are bounded linear operators (A bounded linear operator between normed spaces), then the composites TA:W→Y and BT:X→Z are compact.

Facts & Assumptions

[A1]

A bounded linear operator is continuous and satisfies ∥Sw∥≤∥S∥ ∥w∥ for all w (For a linear operator, boundedness, continuity at 0, continuity, and Lipschitz continuity are equivalent, The operator norm as the least bound and as the unit-sphere or unit-ball supremum); T is compact exactly when T(E)‾ is compact for every bounded E⊆X, in particular for E=B‾X={x:∥x∥≤1} (Compact linear operator).

[A2]

A subset E of a metric space is bounded when E=∅ or E⊆B(x0,r) for some point x0 and real r>0; a subset of a bounded set is bounded (Bounded subset, diameter, distance from a point to a set, and distance between two sets in a metric space).

Proof

technique · direct

Given: Normed spaces W,X,Y,Z over one scalar field, a compact T:X→Y, and bounded linear A:W→X, B:Y→Z.

1.1A1A2algebra

If E⊆W is bounded and nonempty, say E⊆B(w0,r), then ∥Aw∥≤∥A∥(∥w0∥+r) for every w∈E by [A1], so A(E)⊆B(0,∥A∥(∥w0∥+r)+1) is bounded; and A(∅)=∅ is bounded, so A carries bounded sets to bounded sets.

1.2A2algebra

If E=∅, take R=1, so E⊆R B‾X holds immediately. If E is a bounded subset of X with E≠∅ and E⊆B(x0,R0), then ∥x∥≤∥x0∥+R0=:R for every x∈E by [A2] and the triangle inequality, so E⊆R B‾X; the same holds in any normed space.

1.3A1A3

The set B(T(B‾X)‾) is compact: T(B‾X)‾ is compact by [A1], and B is continuous by [A1], so the image under B is compact by [A3].

2.1step 1.1A1

For every bounded E⊆W the image A(E) is bounded by [step 1.1], so T(A(E))‾ is compact by [A1]; hence TA is compact.

2.2step 1.2step 1.3A1A3

For every bounded E⊆X, [step 1.2] gives E⊆R B‾X for some real R≥0, so T(E)⊆R T(B‾X)‾ and hence B(T(E))⊆R B(T(B‾X)‾), which is compact by [step 1.3] and [A3] and therefore closed; thus B(T(E))‾⊆R B(T(B‾X)‾) is a closed subset of a compact set, hence compact, and BT is compact.

3.1step 2.1step 2.2∎

Both composites TA and BT are therefore compact.

Depends on

Dependency tree · 2 levels

Sources