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The span of a set of vectors
of a vector space over a field is the set of linear combinations
with . It is denoted
. More generally, the span of a set (not necessarily finite) of vectors is the collection of all (finite) linear combinations of elements of . The span of the empty set is defined to be the singleton consisting of the zero vector
.
For example, the standard basis vectors and span
because every vector of
can be represented as a linear combination of and .
is a subspace of and is the smallest subspace containing
.
Span is both a noun and a verb; a set of vectors can span a vector space, and a vector can be in the span of a set of vectors.
Checking span: To see whether a vector is in the span of other vectors, one can set up an augmented matrix, since if
is in the span of
, then
. This is a system of linear equations. Thus, if it has a solution,
is in the span of
. Note that the solution does not have to be unique for
to be in the span.
To see whether a set of vectors spans a vector space, you need to check that there are at least as many linearly independent vectors as the dimension of the space. For example, it can be shown that in
, vectors are never linearly independent, and vectors never span.
Remark. We can define the concept of span also for a module over a ring . Given a subset
we define the module generated by as the set of all finite linear combinations of elements of . Be aware that in general there does not exist a linearly independent subset which generates the whole module, i.e. there does not have to exist a basis. Also, even if
is generated by elements, it is in general not true that any other set of linearly independent elements of spans . For example
is generated by as a
-module but not by .
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"span" is owned by mathwizard. [ full author list (6) | owner history (2) ]
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(view preamble)
Cross-references: even, basis, generates, generated by, subset, ring, module, dimension, linearly independent, solution, system of linear equations, matrix, subspace, standard basis vectors, zero vector, singleton, empty set, collection, finite, linear combinations, field, vector space, vectors
There are 63 references to this entry.
This is version 17 of span, born on 2001-11-13, modified 2008-05-26.
Object id is 806, canonical name is Span.
Accessed 18135 times total.
Classification:
| AMS MSC: | 15A03 (Linear and multilinear algebra; matrix theory :: Vector spaces, linear dependence, rank) | | | 16D10 (Associative rings and algebras :: Modules, bimodules and ideals :: General module theory) |
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Pending Errata and Addenda
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