In
mathematics, the complex conjugate of a
complex vector space
In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called '' vectors'', may be added together and multiplied ("scaled") by numbers called '' scalars''. Scalars are often real numbers, but ...
is a complex vector space
, which has the same elements and additive group structure as
but whose
scalar multiplication involves conjugation of the scalars. In other words, the scalar multiplication of
satisfies
where
is the scalar multiplication of
and
is the scalar multiplication of
The letter
stands for a vector in
is a complex number, and
denotes the
complex conjugate
In mathematics, the complex conjugate of a complex number is the number with an equal real part and an imaginary part equal in magnitude but opposite in sign. That is, (if a and b are real, then) the complex conjugate of a + bi is equal to a - ...
of
More concretely, the complex conjugate vector space is the same underlying vector space (same set of points, same vector addition and real scalar multiplication) with the conjugate
linear complex structure
In mathematics, a complex structure on a real vector space ''V'' is an automorphism of ''V'' that squares to the minus identity, −''I''. Such a structure on ''V'' allows one to define multiplication by complex scalars in a canonical fashion ...
(different multiplication by
).
Motivation
If
and
are complex vector spaces, a function
is
antilinear if
With the use of the conjugate vector space
, an antilinear map
can be regarded as an ordinary
linear map of type
The linearity is checked by noting:
Conversely, any linear map defined on
gives rise to an antilinear map on
This is the same underlying principle as in defining
opposite ring so that a right
-
module can be regarded as a left
-module, or that of an
opposite category
In category theory, a branch of mathematics, the opposite category or dual category ''C''op of a given category ''C'' is formed by reversing the morphisms, i.e. interchanging the source and target of each morphism. Doing the reversal twice yield ...
so that a
contravariant functor
In mathematics, specifically category theory, a functor is a mapping between categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) are associated to topological spaces, and ...
can be regarded as an ordinary functor of type
Complex conjugation functor
A linear map
gives rise to a corresponding linear map
which has the same action as
Note that
preserves scalar multiplication because
Thus, complex conjugation
and
define a
functor
In mathematics, specifically category theory, a functor is a mapping between categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) are associated to topological spaces, an ...
from the
category
Category, plural categories, may refer to:
Philosophy and general uses
*Categorization, categories in cognitive science, information science and generally
* Category of being
* ''Categories'' (Aristotle)
* Category (Kant)
* Categories (Peirce) ...
of complex vector spaces to itself.
If
and
are finite-dimensional and the map
is described by the complex
matrix
Matrix most commonly refers to:
* ''The Matrix'' (franchise), an American media franchise
** '' The Matrix'', a 1999 science-fiction action film
** "The Matrix", a fictional setting, a virtual reality environment, within ''The Matrix'' (franchi ...
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
In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coor ...
over the complex numbers and are therefore
isomorphic as complex vector spaces. However, there is no
natural isomorphism from
to
The double conjugate
is identical to
Complex conjugate of a Hilbert space
Given a
Hilbert space
In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natu ...
(either finite or infinite dimensional), its complex conjugate
is the same vector space as its
continuous dual space
In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V'', together with the vector space structure of pointwise addition and scalar multiplication by con ...
There is one-to-one antilinear correspondence between continuous linear functionals and vectors.
In other words, any continuous
linear functional
In mathematics, a linear form (also known as a linear functional, a one-form, or a covector) is a linear map from a vector space to its field of scalars (often, the real numbers or the complex numbers).
If is a vector space over a field , th ...
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-dagger, a
row vector which is the
conjugate transpose
In mathematics, the conjugate transpose, also known as the Hermitian transpose, of an m \times n complex matrix \boldsymbol is an n \times m matrix obtained by transposing \boldsymbol and applying complex conjugate on each entry (the complex c ...
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
*
*
*
*
conjugate bundle
References
Further reading
* Budinich, P. and Trautman, A. ''The Spinorial Chessboard''. Springer-Verlag, 1988. {{ISBN, 0-387-19078-3. (complex conjugate vector spaces are discussed in section 3.3, pag. 26).
Linear algebra
Vector space
In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called '' vectors'', may be added together and multiplied ("scaled") by numbers called '' scalars''. Scalars are often real numbers, but ...