Direct sum of subspaces
Fact: Let A be an m × n matrix. Then U := {x ∈ Rn : Ax = 0} is
a subspace of Rn , called the nullspace of A.
Definition: Let U and V be two subspaces of Rn . Then
U + V := {u + v : u ∈ U, v ∈ V }
is called the sum of the subspaces U and V .
Definition: Let U and V be two subspaces of Rn . If U ∩ V = {0}
then the sum U + V is called the direct sum of U and V and is
denoted by U ⊕ V . Thus
U ⊕ V = U + V and U ∩ V = {0}.
Fact: Let U and V be subspaces of Rn . Then U + V and U ⊕ V
are subspaces of Rn . If z ∈ U ⊕ V then there exist unique u ∈ U
and v ∈ V such that z = u + v.
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