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[parent] properties of bases (Result)

Let $ V$ be a vector space over a field $ k$.

  1. $ V$ has a basis.
  2. Every linearly independent set in $ V$ can be expanded into a basis for $ V$.
  3. Every spanning set of $ V$ contains a subset that is a basis for $ V$.
  4. If $ A,B$ are subsets of $ V$ such that $ A$ is linearly independent and $ B$ spans $ V$, then
    $\displaystyle \vert A\vert\le \vert B\vert.$
  5. All bases for $ V$ have the same cardinality (hence it is possible to define the dimension of a vector space).
  6. $ V$ and $ W$ are isomorphic iff their bases have the same cardinality.

Remarks.

  • Property 1 is actually a special case of either property 2 or property 3. If we take $ \varnothing$ as the given linearly independent set in $ V$, and apply property 2, we obtain property 1. Likewise, if we take $ V$ as the given spanning set of $ V$, and apply property 3, we again obtain property 1.
  • The above properties can be generalized to a (left or right) vector space over a division ring.
  • However, most of the properties on bases can not be generalized to an arbitrary module over an arbitrary ring. For example, not all modules have bases. But we do have the following: let $ M$ be a (left) module over a ring $ R$. Then
    1. if $ M$ has a finite basis, then all bases for $ M$ are finite.
    2. if $ M$ has an infinite basis, then all bases for $ M$ have the same cardinality.
    When a module has a basis, then we call it a free module (other characterizations are possible). So free modules behave a bit like vector spaces. However, unlike a vector space, one may not be able to define a dimension on a free module. It is possible that, in a finitely generated free module, there are two bases of different cardinalities. For more on this, see the entry on IBN.



"properties of bases" is owned by CWoo.
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cardinalities of bases for modules (Theorem) by CWoo
Zorn's lemma and bases for vector spaces (Result) by CWoo
all bases for a vector space have the same cardinality (Result) by CWoo
vector spaces are isomorphic iff their bases are equipollent (Result) by CWoo
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Cross-references: IBN, finitely generated, characterizations, free module, infinite, finite, ring, module, division ring, right, property, iff, isomorphic, dimension, cardinality, bases, spans, subset, contains, spanning set, expanded, linearly independent, basis, field, vector space
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This is version 6 of properties of bases, born on 2008-06-01, modified 2008-06-04.
Object id is 10642, canonical name is PropertiesOfBases.
Accessed 365 times total.

Classification:
AMS MSC15A03 (Linear and multilinear algebra; matrix theory :: Vector spaces, linear dependence, rank)
 13C05 (Commutative rings and algebras :: Theory of modules and ideals :: Structure, classification theorems)
 16D40 (Associative rings and algebras :: Modules, bimodules and ideals :: Free, projective, and flat modules and ideals)

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