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Dual space information


In mathematics, any vector space has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on together with the vector space structure of pointwise addition and scalar multiplication by constants.

The dual space as defined above is defined for all vector spaces, and to avoid ambiguity may also be called the algebraic dual space. When defined for a topological vector space, there is a subspace of the dual space, corresponding to continuous linear functionals, called the continuous dual space.

Dual vector spaces find application in many branches of mathematics that use vector spaces, such as in tensor analysis with finite-dimensional vector spaces. When applied to vector spaces of functions (which are typically infinite-dimensional), dual spaces are used to describe measures, distributions, and Hilbert spaces. Consequently, the dual space is an important concept in functional analysis.

Early terms for dual include polarer Raum [Hahn 1927], espace conjugué, adjoint space [Alaoglu 1940], and transponierter Raum [Schauder 1930] and [Banach 1932]. The term dual is due to Bourbaki 1938.[1]

  1. ^ Narici & Beckenstein 2011, pp. 225–273.

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Dual space

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In mathematics, any vector space V {\displaystyle V} has a corresponding dual vector space (or just dual space for short) consisting of all linear forms...

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Strong dual space

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of mathematics, the strong dual space of a topological vector space (TVS) X {\displaystyle X} is the continuous dual space X ′ {\displaystyle X^{\prime...

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Antilinear map

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continuous anti-dual space or simply the anti-dual space of X {\displaystyle X} if no confusion can arise. When H {\displaystyle H} is a normed space then the...

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Banach space

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strong dual spaces. Every normed space can be isometrically embedded onto a dense vector subspace of some Banach space, where this Banach space is called...

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Dual linear program

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The dual of a given linear program (LP) is another LP that is derived from the original (the primal) LP in the following schematic way: Each variable in...

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Dual basis

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V {\displaystyle V} ), the dual set of B {\displaystyle B} is a set B ∗ {\displaystyle B^{*}} of vectors in the dual space V ∗ {\displaystyle V^{*}} with...

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Dual system

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In mathematics, a dual system, dual pair or a duality over a field K {\displaystyle \mathbb {K} } is a triple ( X , Y , b ) {\displaystyle (X,Y,b)} consisting...

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Bilinear form

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Every bilinear form B on V defines a pair of linear maps from V to its dual space V∗. Define B1, B2: V → V∗ by B1(v)(w) = B(v, w) B2(v)(w) = B(w, v) This...

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Reflexive space

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is the strong dual of the strong dual of X {\displaystyle X} ) is a homeomorphism (or equivalently, a TVS isomorphism). A normed space is reflexive if...

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Schwartz space

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automorphism on this space. This property enables one, by duality, to define the Fourier transform for elements in the dual space S ∗ {\displaystyle {\mathcal...

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Hilbert space

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parallelogram law, and so the dual space is also an inner product space where this inner product can be defined in terms of this dual norm by using the polarization...

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Pontryagin duality

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numbers, and every finite-dimensional vector space over the reals or a p-adic field. The Pontryagin dual of a locally compact abelian group is the locally...

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Lp space

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the continuous dual space is the zero space. In the case of the counting measure on the natural numbers (producing the sequence space L p ( μ ) = ℓ p...

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Dual norm

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the dual norm is a measure of size for a continuous linear function defined on a normed vector space. Let X {\displaystyle X} be a normed vector space with...

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Linear form

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vector space over k with addition and scalar multiplication defined pointwise. This space is called the dual space of V, or sometimes the algebraic dual space...

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Transpose of a linear map

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map between two vector spaces, defined over the same field, is an induced map between the dual spaces of the two vector spaces. The transpose or algebraic...

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Cotangent space

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space for every point on a smooth manifold. Typically, the cotangent space, T x ∗ M {\displaystyle T_{x}^{*}\!{\mathcal {M}}} is defined as the dual space...

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Normed vector space

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the origin. the strong dual space X b ′ {\displaystyle X_{b}^{\prime }} of X {\displaystyle X} is normable. the strong dual space X b ′ {\displaystyle X_{b}^{\prime...

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Fundamental theorem of Hilbert spaces

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a Hilbert space in terms of the canonical isometry of a pre-Hilbert space into its anti-dual. Suppose that H is a topological vector space (TVS). A function...

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Linear algebra

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and multiplication by a scalar, the linear forms form a vector space, called the dual space of V, and usually denoted V* or V′. If v1, ..., vn is a basis...

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Weak topology

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initial topology of a topological vector space (such as a normed vector space) with respect to its continuous dual. The remainder of this article will deal...

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Transpose

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the algebraic dual space of an R-module X. Let X and Y be R-modules. If u : X → Y is a linear map, then its algebraic adjoint or dual, is the map u# :...

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Riesz representation theorem

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Fréchet, establishes an important connection between a Hilbert space and its continuous dual space. If the underlying field is the real numbers, the two are...

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