Definition (Direct sum)
A sum of subspaces is called a Direct Sum of subspaces if whenever there is exactly one choice of such that . When is a Direct Sum, use the notation:
Remark
You will notice that this is similar is description to linear independence and you can choose to think of it as a notion of it but for subspaces rather than elements.
Proposition (Criterion for direct sums)
If are subspaces of a vector space , then is a Direct Sum if and only if the only way to write where , is by setting
Proposition (Complement of Subspace Generates Direct Sum)
If is a finite dimensional Vector Space and is a Subspace then there is another subspace such that they generate a Direct Sum of the vector space i.e.
Definition (Complementary subspaces)
If , then the subspace and are complementary subspaces.