A set of vectors
is said to span
a subspace S of
If V spans S it is also said to be a spanning set for V.
Note that a spanning set V for subspace S
must be a subset of S itself and all
vectors of S other that
must have a representation in terms of V.
Representation of
is generally a
trivial matter and
we do not require its representation
in condition (2),
which was carefully crafted
so that the trivial subspace
of
will have a spanning set.
In cases
other than that of the trivial subspace,
it is operationally simpler
to
make use of the following Proposition and
show that
.
Proof
Let
S be a given nontrivial subspace of
.
Assume
.
Certainly,
and
.
Now
and
V spans S.
Assume V spans S
and
.
Since S is a nontrivial subspace of
,
.
Also,
there is some
.
Certainly,
.
And,
and
.
Examples
Proof
Certainly,
.
By Prop.
,
spans
, by Prop.
.
Proof
Assume
and
.
Certainly
, since all n-vectors are in
.
By Prop.
,
.
Now
and
.
Proof
Follows immediately since
and
.
Proof Left as an exercise.
Proof Left as an exercise.
Proof
Assume
spans subspace S of
and
is independent.
By Prop.
,
is dependent and spans S.
By Prop.
,
there is some vector in
which is a linear combination of
the preceeding vectors in
.
Let
be that vector.
By Prop.
,
spans S.
Repeating the above argument,
we have that
is dependent and spans S
and
some vector in
is a linear combination of the preceeding vectors.
This vector cannot be one of
since
W is independent and Prop.
is independent.
Let that vector be
,
which must be one of the vectors in
.
Then
spans S.
This process can be continued as long as
,
at each step
forming a new spanning set for S,
replacing a vector of V by a new vector from W
in the previouly constructed spanning set
so that
spans S.
[We now show that
.]
Assume, to the contrary, that j>k.
Then after only k of the above replacement steps,
is obtained
as a spanning set for S.
But this would imply that
are linear combinations of
,
contradicting that W is independent!
Thus
.
Proof
Assume
is independent.
Now
is a subspace of
.
By Prop.
, the set
spans
.
Certainly,
.
By Prop.
,
.