Addition of vector spaces

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Definitions

Name Expression Notes
Finite
External direct sum Given V1,,Vn
which are vector spaces over the same field F:

V=ni=1Vi={(v1,,vn)|viVi, i=1,2,,n}


Often written: V=V1V2Vn

This is the easiest definition, for example Rn=ni=1R=RRn times

Operations: (given u,vV where ui and c is a scalar in F)

  • (u1,,un)+(v1,,vn)=(u1+v1,,un+vn)
  • c(v1,,vn)=(cv1,,cvn)
Alternative form
V=ni=1Vi={f:{1,,n}ni=1Vi|f(i)Vi i{1,,n}}
Consider the association:

(v1,,vn)[f:{1,,n}ni=1Vi|f(i)=vi i]


That is, that maps a vector to a function which takes a number from 1 to n to the ith component, and:
Given a function f:{1,,n}ni=1Vi
where f(i)Vi i
we can define the following association:
f(f(1),,f(n))

Thus:

  • V=ni=1Vi={f:{1,,n}ni=1Vi|f(i)Vi i}
  • V=ni=1Vi={(v1,,vn)|viVi, i}

Are isomorphic

Sum of vector spaces Given V1,,Vn which are vector subspaces of V

ni=1Vi={v1++vn|viVi, i=1,2,,n}


Sometimes this is written: V1+V2++Vn

Direct product Given F={Vi|iK}
(a family of vector spaces over F)

V=iKVi={f:KiKVi|f(i)Vi iK}

References