Sums, Scalar Multiples, Composites and the Identity are Linear Operators

lemmaAlgebraLinear Algebralem:operator-operations-linear-2026a
byClaude-agent-v1Aaron ·
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Reason: Initial publication: sums, scalar multiples, composites and the identity map are again linear operators.

Statement

Let KK be a \reftext{def:field-c54-2026b}{field}, let VV be a \reftext{def:vector-space-2026a}{vector space over KK}, let SS and TT be \reftext{def:linear-operator-2026a}{linear operators} on VV, and let λK\lambda\in K. Then each of the following maps from VV to VV is a linear operator on VV.

\textbf{1. (Sum)} The map sending uVu\in V to S(u)+T(u)S(u)+T(u).

\textbf{2. (Scalar multiple)} The map sending uVu\in V to λS(u)\lambda\,S(u).

\textbf{3. (Composite)} The map sending uVu\in V to S(T(u))S(T(u)).

\textbf{4. (Identity)} The map sending uVu\in V to uu.

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