TheoremBase

Operations on Linear Operators

Statement

Let KK be a field and let VV be a vector space over KK. The set of linear operators on VV carries the following operations, each of which again yields a linear operator on VV by Sums, Scalar Multiples, Composites and the Identity are Linear Operators. Let SS and TT be linear operators on VV and let λ∈K\lambda\in K.

The sum S+TS+T is the map sending u∈Vu\in V to S(u)+T(u)S(u)+T(u).

The scalar multiple λS\lambda S is the map sending u∈Vu\in V to λ S(u)\lambda\,S(u).

The product STST is the map sending u∈Vu\in V to S(T(u))S(T(u)).

The identity operator idV\mathrm{id}_{V} is the map sending u∈Vu\in V to uu.

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