Addition of vector spaces
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Definitions
Name | Expression | Notes |
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Finite | ||
External direct sum | Given V1,⋯,Vn which are vector spaces over the same field F: V=n⊞i=1Vi={(v1,⋯,vn)|vi∈Vi, i=1,2,⋯,n} |
This is the easiest definition, for example Rn=n⊞i=1R=R⊞⋯⊞R⏟n times Operations: (given u,v∈V where ui and c is a scalar in F)
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Alternative form | ||
V=n⊞i=1Vi={f:{1,⋯,n}→n⋃i=1Vi|f(i)∈Vi ∀i∈{1,⋯,n}} |
Consider the association: (v1,⋯,vn)↦[f:{1,⋯,n}→n⋃i=1Vi|f(i)=vi ∀i]
Are isomorphic | |
Sum of vector spaces | Given V1,⋯,Vn which are vector subspaces of V n∑i=1Vi={v1+⋯+vn|vi∈Vi, i=1,2,⋯,n} |
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Direct product | Given F={Vi|i∈K} (a family of vector spaces over F) V=∏i∈KVi={f:K→⋃i∈KVi|f(i)∈Vi ∀i∈K} |