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In [[ | In [[mathematics]], the '''(formal) complex conjugate''' of a [[complex numbers|complex]] [[vector space]] <math>V\,</math> is the complex vector space <math>\overline V</math> consisting of all formal [[complex conjugate]]s of elements of <math>V\,</math>. That is, <math>\overline V</math> is a vector space whose elements are in [[bijection|one-to-one correspondence]] with the elements of <math>V\,</math>: | ||
:<math>\overline V = \{\overline v \mid v \in V\},</math> | |||
with the following rules for [[addition]] and [[scalar multiplication]]: | |||
:<math>\overline v + \overline w = \overline{\,v+w\,}\quad\text{and}\quad\alpha\,\overline v = \overline{\,\overline \alpha \,v\,}.</math> | |||
Here <math>v\,</math> and <math>w\,</math> are vectors in <math>V\,</math>, <math>\alpha\,</math> is a complex number, and <math>\overline\alpha</math> denotes the complex conjugate of <math>\alpha\,</math>. | |||
More concretely, the complex conjugate vector space is the same underlying ''real'' vector space (same set of points, same vector addition and real scalar multiplication) with the conjugate [[linear complex structure]] ''J'' (different multiplication by ''i''). | |||
==Antilinear maps== | |||
If <math>V\,</math> and <math>W\,</math> are complex vector spaces, a function <math>f\colon V \to W\,</math> is [[antilinear]] if | |||
:<math>f(v+v') = f(v) + f(v')\quad\text{and}\quad f(\alpha v) = \overline\alpha \, f(v)</math> | |||
for all <math>v,v'\in V\,</math> and <math>\alpha\in\mathbb{C}</math>. | |||
One reason to consider the vector space <math>\overline V</math> is that it makes antilinear maps into [[linear map]]s. Specifically, if <math>f\colon V \to W\,</math> is an antilinear map, then the corresponding map <math>\overline V \to W</math> defined by | |||
:<math>\overline v \mapsto f(v)</math> | |||
is linear. Conversely, any linear map defined on <math>\overline V</math> gives rise to an antilinear map on <math>V\,</math>. | |||
= | One way of thinking about this correspondence is that the map <math>C\colon V \to \overline V</math> defined by | ||
:<math>C(v) = \overline v</math> | |||
is an antilinear bijection. Thus if <math>f\colon \overline V \to W</math> is linear, then [[Function composition|composition]] <math>f \circ C\colon V \to W\,</math> is antilinear, and ''vice versa''. | |||
[[ | ==Conjugate linear maps== | ||
Any linear map <math>f \colon V \to W\,</math> induces a '''conjugate linear map''' <math>\overline f \colon \overline V \to \overline W</math>, defined by the formula | |||
:<math>\overline f (\overline v) = \overline{\,f(v)\,}.</math> | |||
The conjugate linear map <math>\overline f</math> is linear. Moreover, the [[identity function|identity map]] on <math>V\,</math> induces the identity map <math>\overline V</math>, and | |||
:<math>\overline f \circ \overline g = \overline{\,f \circ g\,}</math> | |||
for any two linear maps <math>f\,</math> and <math>g\,</math>. Therefore, the rules <math>V\mapsto \overline V</math> and <math>f\mapsto\overline f</math> define a [[functor]] from the [[category theory|category]] of complex vector spaces to itself. | |||
If <math>V\,</math> and <math>W\,</math> are finite-dimensional and the map <math>f\,</math> is described by the complex [[matrix (mathematics)|matrix]] <math>A\,</math> with respect to the [[basis of a vector space|bases]] <math>\mathcal B</math> of <math>V\,</math> and <math>\mathcal C</math> of <math>W\,</math>, then the map <math>\overline f</math> is described by the complex conjugate of <math>A\,</math> with respect to the bases <math>\overline{\mathcal B}</math> of <math>\overline V</math> and <math>\overline{\mathcal C}</math> of <math>\overline W</math>. | |||
==Structure of the conjugate== | |||
The vector spaces <math>V\,</math> and <math>\overline V</math> have the same [[dimension of a vector space|dimension]] over the complex numbers and are therefore [[isomorphism|isomorphic]] as complex vector spaces. However, there is no [[natural isomorphism]] from <math>V\,</math> to <math>\overline V</math>. (The map <math>C\,</math> is not an isomorphism, since it is antilinear.) | |||
The double conjugate <math>\overline{\overline V}</math> is naturally isomorphic to <math>V\,</math>, with the isomorphism <math>\overline{\overline V} \to V</math> defined by | |||
:<math>\overline{\overline v} \mapsto v.</math> | |||
Usually the double conjugate of <math>V\,</math> is simply identified with <math>V\,</math>. | |||
== Complex conjugate of a Hilbert space == | |||
Given a [[Hilbert space]] <math>\mathcal{H}</math> (either finite or infinite dimensional), its complex conjugate <math>\overline{\mathcal{H}}</math> is the same vector space as its [[continuous dual space]] <math>\mathcal{H}'</math>. | |||
There is one-to-one antilinear correspondence between continuous linear functionals and vectors. | |||
In other words, any continuous [[linear functional]] on <math>\mathcal{H}</math> is an inner multiplication to some fixed vector, and vice versa. | |||
Thus, the complex conjugate to a vector <math>v</math>, particularly in finite dimension case, may be denoted as <math>v^*</math> (v-star, a [[row vector]] which is the [[conjugate transpose]] to a column vector <math>v</math>). | |||
In quantum mechanics, the conjugate to a ''ket vector'' <math>|\psi\rangle</math> is denoted as <math>\langle\psi|</math> – a ''bra vector'' (see [[bra–ket notation]]). | |||
==See also== | |||
* [[Linear complex structure]] | |||
==References== | |||
* Budinich, P. and Trautman, A. ''The Spinorial Chessboard''. Spinger-Verlag, 1988. ISBN 0-387-19078-3. (complex conjugate vector spaces are discussed in section 3.3, pag. 26). | |||
[[Category:Linear algebra]] | |||
[[Category:Vectors|Vector space]] |
Revision as of 16:28, 13 August 2014
In mathematics, the (formal) complex conjugate of a complex vector space is the complex vector space consisting of all formal complex conjugates of elements of . That is, is a vector space whose elements are in one-to-one correspondence with the elements of :
with the following rules for addition and scalar multiplication:
Here and are vectors in , is a complex number, and denotes the complex conjugate of .
More concretely, the complex conjugate vector space is the same underlying real vector space (same set of points, same vector addition and real scalar multiplication) with the conjugate linear complex structure J (different multiplication by i).
Antilinear maps
If and are complex vector spaces, a function is antilinear if
One reason to consider the vector space is that it makes antilinear maps into linear maps. Specifically, if is an antilinear map, then the corresponding map defined by
is linear. Conversely, any linear map defined on gives rise to an antilinear map on .
One way of thinking about this correspondence is that the map defined by
is an antilinear bijection. Thus if is linear, then composition is antilinear, and vice versa.
Conjugate linear maps
Any linear map induces a conjugate linear map , defined by the formula
The conjugate linear map is linear. Moreover, the identity map on induces the identity map , and
for any two linear maps and . Therefore, the rules and define a functor from the category of complex vector spaces to itself.
If and are finite-dimensional and the map is described by the complex matrix with respect to the bases of and of , then the map is described by the complex conjugate of with respect to the bases of and of .
Structure of the conjugate
The vector spaces and have the same dimension over the complex numbers and are therefore isomorphic as complex vector spaces. However, there is no natural isomorphism from to . (The map is not an isomorphism, since it is antilinear.)
The double conjugate is naturally isomorphic to , with the isomorphism defined by
Usually the double conjugate of is simply identified with .
Complex conjugate of a Hilbert space
Given a Hilbert space (either finite or infinite dimensional), its complex conjugate is the same vector space as its continuous dual space . There is one-to-one antilinear correspondence between continuous linear functionals and vectors. In other words, any continuous linear functional on is an inner multiplication to some fixed vector, and vice versa.
Thus, the complex conjugate to a vector , particularly in finite dimension case, may be denoted as (v-star, a row vector which is the conjugate transpose to a column vector ). In quantum mechanics, the conjugate to a ket vector is denoted as – a bra vector (see bra–ket notation).
See also
References
- Budinich, P. and Trautman, A. The Spinorial Chessboard. Spinger-Verlag, 1988. ISBN 0-387-19078-3. (complex conjugate vector spaces are discussed in section 3.3, pag. 26).