spanning sets of dual space
Theorem.
Let be a vector space and befunctionals
belonging to the dual space
.A linear functional
belongs to the linear span of if and only if.
refers to the kernel.Note that the domain need not be finite-dimensional.
Proof.
The “only if” part is easy: if for some scalars , and is such that for all , then clearly too.
The “if” part will be proved by induction on .
Suppose .If , then the result is trivial.Otherwise, there exists such that .By hypothesis, we also have .Every can be decomposed into where , and is a scalar.Indeed, just set , and .Then we propose that
To check this equation, simply evaluate both sides using the decomposition.
Now suppose we have for .Restrict each of the functionalsto the subspace , so that.By the induction hypothesis, there exist scalars such that .Then , and the argument for the case can be applied anew, to obtain the final .∎