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vector space (Definition)

Let $F$ be a field (or, more generally, a division ring). A vector space $V$ over $F$ is a set with two operations, $+: V \times V \longrightarrow V$ and $\cdot: F \times V \longrightarrow V$ , such that

  1. $(\u+\v)+\w = \u+(\v+\w)$ for all $\u,\v,\w \in V$
  2. $\u+\v=\v+\u$ for all $\u,\v\in V$
  3. There exists an element $\0 \in V$ such that $\u+\0=\u$ for all $\u \in V$
  4. For any $\u \in V$ , there exists an element $\v \in V$ such that $\u+\v=\0$
  5. $a \cdot (b \cdot \u) = (a \cdot b) \cdot \u$ for all $a,b \in F$ and $\u \in V$
  6. $1 \cdot \u = \u$ for all $\u \in V$
  7. $a \cdot (\u+\v) = (a \cdot \u) + (a \cdot \v)$ for all $a \in F$ and $\u,\v \in V$
  8. $(a+b) \cdot \u = (a \cdot \u) + (b \cdot \u)$ for all $a,b \in F$ and $\u \in V$

Equivalently, a vector space is a module $V$ over a ring $F$ which is a field (or, more generally, a division ring).

The elements of $V$ are called vectors, and the element $\0 \in V$ is called the zero vector of $V$ .




"vector space" is owned by djao.
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See Also: module, vector, Euclidean vector, vector subspace

Other names:  linear space
Also defines:  zero vector

Attachments:
zero vector in a vector space is unique (Theorem) by matte
$\lambda v = 0$ if and only if $\lambda =0$ or $v$ is the zero vector in a vector space (Theorem) by aoh45
zero vector space (Definition) by drini
Cartesian product of vector spaces (Definition) by Mathprof
new vector spaces from old ones (Topic) by matte
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Cross-references: vectors, ring, module, operations, division ring, field
There are 482 references to this entry.

This is version 12 of vector space, born on 2001-10-19, modified 2006-07-22.
Object id is 364, canonical name is VectorSpace.
Accessed 65600 times total.

Classification:
AMS MSC15-00 (Linear and multilinear algebra; matrix theory :: General reference works )
 20-00 (Group theory and generalizations :: General reference works )
 13-00 (Commutative rings and algebras :: General reference works )
 16-00 (Associative rings and algebras :: General reference works )

Pending Errata and Addenda
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Discussion
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Terminological question about vector spaces by porton on 2009-02-26 16:53:31
How are called in English "shift" operators in vector spaces, that is a linear function which adds a fixed vector to the argument?

f(v) = z+v where z is fixed
--
Victor Porton - http://www.mathematics21.org
* Algebraic General Topology and Math Synthesis
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Metric spaces that cannot be made vector spaces by anon678 on 2008-01-19 15:53:48
Is there some notion of what kind of metric spaces can be turned into vector spaces by finding suitable basis vectors? In other words, given a metric space, is there a test that can say no vector space can exist that conforms to the distance function?
[ reply | up ]
vector space by Dinesh on 2005-10-27 06:05:59
Vector Space
[ reply | up ]
What vector space is not a metric space? by liugj002 on 2004-10-07 22:59:28
What vector space is not a metric space? Anyone can provide an example?

Thank you

George
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Is the noncommutative version worth mentioning? by waj on 2004-04-26 04:19:20
Hungerford's _Algebra_ defines vector spaces as unitary modules over division rings, which means funky, noncommutative things can happen (you can have a "left" vector space which isn't a "right" vector space, for example). Knowing next to nothing about noncommutative algebra, I don't know if such beasts are useful enough to talk about. Anyone know?

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