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dual space (Definition)

Dual of a vector space; dual bases

Let $ V$ be a vector space over a field $ k$. The dual of $ V$, denoted by $ V^{\ast}$, is the vector space of linear forms on $ V$, i.e. linear mappings $ V\to k$. The operations in $ V^{\ast}$ are defined pointwise:

$\displaystyle (\varphi + \psi )(v) = \varphi (v) + \psi (v) $
$\displaystyle (\lambda\varphi )(v) = \lambda\varphi (v)$
for $ \lambda\in K$, $ v\in V$ and $ \varphi,\psi\in V^{\ast}$.

$ V$ is isomorphic to $ V^{\ast}$ if and only if the dimension of $ V$ is finite. If not, then $ V^{\ast}$ has a larger (infinite) dimension than $ V$; in other words, the cardinal of any basis of $ V^{\ast}$ is strictly greater than the cardinal of any basis of $ V$.

Even when $ V$ is finite-dimensional, there is no canonical or natural isomorphism $ V\to V^{\ast}$. But on the other hand, a basis $ \mathcal{B}$ of $ V$ does define a basis $ \mathcal{B}^\ast $ of $ V^{\ast}$, and moreover a bijection $ \mathcal{B}\to\mathcal{B}^\ast $. For suppose $ \mathcal{B}=\{b_1,\dots,b_n\}$. For each $ i$ from $ 1$ to $ n$, define a mapping

$\displaystyle \beta_i:V\to k$
by
$\displaystyle \beta_i(\sum_k x_k b_k)=x_i\;.$
It is easy to see that the $ \beta_i$ are nonzero elements of $ V^{\ast}$ and are independent. Thus $ \{\beta_1,\dots,\beta_n\}$ is a basis of $ V^{\ast}$, called the dual basis of $ \mathcal{B}$.

The dual of $ V^{\ast}$ is called the second dual or bidual of $ V$. There is a very simple canonical injection $ V\to V^{\ast\ast}$, and it is an isomorphism if the dimension of $ V$ is finite. To see it, let $ x$ be any element of $ V$ and define a mapping $ x':V^{\ast}\to k$ simply by

$\displaystyle x'(\phi)=\phi(x)\;.$
$ x'$ is linear by definition, and it is readily verified that the mapping $ x\mapsto x'$ from $ V$ to $ V^{\ast\ast}$ is linear and injective.

Dual of a topological vector space

If $ V$ is a topological vector space, the continuous dual $ V^{\prime}$ of $ V$ is the subspace of $ V^{\ast}$ consisting of the continuous linear forms.

A normed vector space $ V$ is said to be reflexive if the natural embedding $ V\to V^{\prime\prime}$ is an isomorphism. For example, any finite dimensional space is reflexive, and any Hilbert space is reflexive by the Riesz representation theorem.

Remarks

Linear forms are also known as linear functionals.

Another way in which a linear mapping $ V\to V^{\ast}$ can arise is via a bilinear form

$\displaystyle V \times V \to k\;.$
The notions of duality extend, in part, from vector spaces to modules, especially free modules over commutative rings. A related notion is the duality in projective spaces.



"dual space" is owned by Daume. [ full author list (3) | owner history (2) ]
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See Also: dual homomorphism, double dual embedding, Banach space, unimodular, linear functional

Other names:  algebraic dual, continuous dual, dual basis, reflexive, natural embedding, topological dual

Attachments:
duality with respect to a non-degenerate bilinear form (Definition) by alozano
spanning sets of dual space (Theorem) by stevecheng
dual space separates points (Corollary) by asteroid
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Cross-references: projective spaces, commutative rings, free modules, modules, duality, bilinear form, Riesz representation theorem, Hilbert space, finite dimensional, Reflexive, continuous, subspace, topological vector space, isomorphism, injection, independent, easy to see, mapping, bijection, natural isomorphism, canonical, finite-dimensional, even, strictly, basis, cardinal, infinite, finite, dimension, isomorphic, operations, linear mappings, linear forms, field, bases, vector space
There are 40 references to this entry.

This is version 11 of dual space, born on 2002-02-03, modified 2007-04-13.
Object id is 1739, canonical name is DualSpace.
Accessed 24283 times total.

Classification:
AMS MSC: 15A99 (Linear and multilinear algebra; matrix theory :: Miscellaneous topics)
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