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mathematical physics Mathematical physics is the development of mathematics, mathematical methods for application to problems in physics. The ''Journal of Mathematical Physics'' defines the field as "the application of mathematics to problems in physics and the de ...
and
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, the Pauli matrices are a set of three
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
matrices Matrix (: matrices or matrixes) or MATRIX may refer to: Science and mathematics * Matrix (mathematics), a rectangular array of numbers, symbols or expressions * Matrix (logic), part of a formula in prenex normal form * Matrix (biology), the ...
that are traceless,
Hermitian {{Short description, none Numerous things are named after the French mathematician Charles Hermite (1822–1901): Hermite * Cubic Hermite spline, a type of third-degree spline * Gauss–Hermite quadrature, an extension of Gaussian quadrature me ...
, involutory and
unitary Unitary may refer to: Mathematics * Unitary divisor * Unitary element * Unitary group * Unitary matrix * Unitary morphism * Unitary operator * Unitary transformation * Unitary representation * Unitarity (physics) * ''E''-unitary inverse semigr ...
. Usually indicated by the
Greek Greek may refer to: Anything of, from, or related to Greece, a country in Southern Europe: *Greeks, an ethnic group *Greek language, a branch of the Indo-European language family **Proto-Greek language, the assumed last common ancestor of all kno ...
letter
sigma Sigma ( ; uppercase Σ, lowercase σ, lowercase in word-final position ς; ) is the eighteenth letter of the Greek alphabet. In the system of Greek numerals, it has a value of 200. In general mathematics, uppercase Σ is used as an operator ...
(), they are occasionally denoted by
tau Tau (; uppercase Τ, lowercase τ or \boldsymbol\tau; ) is the nineteenth letter of the Greek alphabet, representing the voiceless alveolar plosive, voiceless dental or alveolar plosive . In the system of Greek numerals, it has a value of 300 ...
() when used in connection with
isospin In nuclear physics and particle physics, isospin (''I'') is a quantum number related to the up- and down quark content of the particle. Isospin is also known as isobaric spin or isotopic spin. Isospin symmetry is a subset of the flavour symmetr ...
symmetries. \begin \sigma_1 = \sigma_x &= \begin 0&1\\ 1&0 \end, \\ \sigma_2 = \sigma_y &= \begin 0& -i \\ i&0 \end, \\ \sigma_3 = \sigma_z &= \begin 1&0\\ 0&-1 \end. \\ \end These matrices are named after the physicist
Wolfgang Pauli Wolfgang Ernst Pauli ( ; ; 25 April 1900 – 15 December 1958) was an Austrian theoretical physicist and a pioneer of quantum mechanics. In 1945, after having been nominated by Albert Einstein, Pauli received the Nobel Prize in Physics "for the ...
. In
quantum mechanics Quantum mechanics is the fundamental physical Scientific theory, theory that describes the behavior of matter and of light; its unusual characteristics typically occur at and below the scale of atoms. Reprinted, Addison-Wesley, 1989, It is ...
, they occur in the
Pauli equation In quantum mechanics, the Pauli equation or Schrödinger–Pauli equation is the formulation of the Schrödinger equation for spin-1/2 particles, which takes into account the interaction of the particle's spin with an external electromagnetic f ...
, which takes into account the interaction of the spin of a particle with an external
electromagnetic field An electromagnetic field (also EM field) is a physical field, varying in space and time, that represents the electric and magnetic influences generated by and acting upon electric charges. The field at any point in space and time can be regarde ...
. They also represent the interaction states of two polarization filters for horizontal/vertical polarization, 45 degree polarization (right/left), and circular polarization (right/left). Each Pauli matrix is
Hermitian {{Short description, none Numerous things are named after the French mathematician Charles Hermite (1822–1901): Hermite * Cubic Hermite spline, a type of third-degree spline * Gauss–Hermite quadrature, an extension of Gaussian quadrature me ...
, and together with the identity matrix (sometimes considered as the zeroth Pauli matrix ), the Pauli matrices form a basis of the
vector space In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
of Hermitian matrices over the
real numbers In mathematics, a real number is a number that can be used to measurement, measure a continuous variable, continuous one-dimensional quantity such as a time, duration or temperature. Here, ''continuous'' means that pairs of values can have arbi ...
, under addition. This means that any
Hermitian matrix In mathematics, a Hermitian matrix (or self-adjoint matrix) is a complex square matrix that is equal to its own conjugate transpose—that is, the element in the -th row and -th column is equal to the complex conjugate of the element in the ...
can be written in a unique way as a
linear combination In mathematics, a linear combination or superposition is an Expression (mathematics), expression constructed from a Set (mathematics), set of terms by multiplying each term by a constant and adding the results (e.g. a linear combination of ''x'' a ...
of Pauli matrices, with all coefficients being real numbers. The Pauli matrices satisfy the useful product relation:\begin \sigma_i \sigma_j = \delta_+i\epsilon_\sigma_k. \end
Hermitian operator In mathematics, a self-adjoint operator on a complex vector space ''V'' with inner product \langle\cdot,\cdot\rangle is a linear map ''A'' (from ''V'' to itself) that is its own adjoint. That is, \langle Ax,y \rangle = \langle x,Ay \rangle for al ...
s represent
observable In physics, an observable is a physical property or physical quantity that can be measured. In classical mechanics, an observable is a real-valued "function" on the set of all possible system states, e.g., position and momentum. In quantum ...
s in quantum mechanics, so the Pauli matrices span the space of observables of the
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
two-dimensional
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
. In the context of Pauli's work, represents the observable corresponding to spin along the th coordinate axis in three-dimensional
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
\mathbb^3 . The Pauli matrices (after multiplication by to make them anti-Hermitian) also generate transformations in the sense of
Lie algebra In mathematics, a Lie algebra (pronounced ) is a vector space \mathfrak g together with an operation called the Lie bracket, an alternating bilinear map \mathfrak g \times \mathfrak g \rightarrow \mathfrak g, that satisfies the Jacobi ident ...
s: the matrices form a basis for the real Lie algebra \mathfrak(2), which exponentiates to the special unitary group
SU(2) In mathematics, the special unitary group of degree , denoted , is the Lie group of unitary matrices with determinant 1. The matrices of the more general unitary group may have complex determinants with absolute value 1, rather than real 1 ...
. The
algebra Algebra is a branch of mathematics that deals with abstract systems, known as algebraic structures, and the manipulation of expressions within those systems. It is a generalization of arithmetic that introduces variables and algebraic ope ...
generated by the three matrices is
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between the ...
to the
Clifford algebra In mathematics, a Clifford algebra is an algebra generated by a vector space with a quadratic form, and is a unital associative algebra with the additional structure of a distinguished subspace. As -algebras, they generalize the real number ...
of \mathbb^3, and the (unital)
associative algebra In mathematics, an associative algebra ''A'' over a commutative ring (often a field) ''K'' is a ring ''A'' together with a ring homomorphism from ''K'' into the center of ''A''. This is thus an algebraic structure with an addition, a mult ...
generated by functions identically ( is isomorphic) to that of
quaternion In mathematics, the quaternion number system extends the complex numbers. Quaternions were first described by the Irish mathematician William Rowan Hamilton in 1843 and applied to mechanics in three-dimensional space. The algebra of quater ...
s (\mathbb).


Algebraic properties

All three of the Pauli matrices can be compacted into a single expression: : \sigma_j = \begin \delta_ & \delta_ - i\,\delta_\\ \delta_ + i\,\delta_ & -\delta_ \end, where is the
Kronecker delta In mathematics, the Kronecker delta (named after Leopold Kronecker) is a function of two variables, usually just non-negative integers. The function is 1 if the variables are equal, and 0 otherwise: \delta_ = \begin 0 &\text i \neq j, \\ 1 &\ ...
, which equals if and 0 otherwise. This expression is useful for "selecting" any one of the matrices numerically by substituting values of in turn useful when any of the matrices (but no particular one) is to be used in algebraic manipulations. The matrices are ''involutory'': :\sigma_1^2 = \sigma_2^2 = \sigma_3^2 = -i\,\sigma_1 \sigma_2 \sigma_3 = \begin 1 & 0 \\ 0 & 1 \end = I, where is the
identity matrix In linear algebra, the identity matrix of size n is the n\times n square matrix with ones on the main diagonal and zeros elsewhere. It has unique properties, for example when the identity matrix represents a geometric transformation, the obje ...
. The
determinant In mathematics, the determinant is a Scalar (mathematics), scalar-valued function (mathematics), function of the entries of a square matrix. The determinant of a matrix is commonly denoted , , or . Its value characterizes some properties of the ...
s and traces of the Pauli matrices are :\begin \det \sigma_j &= -1, \\ \operatorname \sigma_j &= 0, \end from which we can deduce that each matrix has
eigenvalues In linear algebra, an eigenvector ( ) or characteristic vector is a vector that has its direction unchanged (or reversed) by a given linear transformation. More precisely, an eigenvector \mathbf v of a linear transformation T is scaled by a ...
+1 and −1. With the inclusion of the identity matrix (sometimes denoted ), the Pauli matrices form an orthogonal basis (in the sense of Hilbert–Schmidt) of the
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
\mathcal_2 of Hermitian matrices over \mathbb, and the Hilbert space \mathcal_(\mathbb) of all
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
matrices over \mathbb.


Commutation and anti-commutation relations


Commutation relations

The Pauli matrices obey the following commutation relations: : sigma_j, \sigma_k= 2 i \varepsilon_\,\sigma_l, where the
Levi-Civita symbol In mathematics, particularly in linear algebra, tensor analysis, and differential geometry, the Levi-Civita symbol or Levi-Civita epsilon represents a collection of numbers defined from the sign of a permutation of the natural numbers , for some ...
is used. These commutation relations make the Pauli matrices the generators of a representation of the Lie algebra (\mathbb^3, \times) \cong \mathfrak(2) \cong \mathfrak(3) .


Anticommutation relations

They also satisfy the anticommutation relations: :\ = 2 \delta_\,I, where \ is defined as \sigma_j \sigma_k + \sigma_k \sigma_j, and is the
Kronecker delta In mathematics, the Kronecker delta (named after Leopold Kronecker) is a function of two variables, usually just non-negative integers. The function is 1 if the variables are equal, and 0 otherwise: \delta_ = \begin 0 &\text i \neq j, \\ 1 &\ ...
. denotes the identity matrix. These anti-commutation relations make the Pauli matrices the generators of a representation of the
Clifford algebra In mathematics, a Clifford algebra is an algebra generated by a vector space with a quadratic form, and is a unital associative algebra with the additional structure of a distinguished subspace. As -algebras, they generalize the real number ...
for \mathbb^3, denoted \mathrm_3(\mathbb) . The usual construction of generators \sigma_ = \tfrac sigma_j, \sigma_k/math> of \mathfrak(3) using the Clifford algebra recovers the commutation relations above, up to unimportant numerical factors. A few explicit commutators and anti-commutators are given below as examples:


Eigenvectors and eigenvalues

Each of the (
Hermitian {{Short description, none Numerous things are named after the French mathematician Charles Hermite (1822–1901): Hermite * Cubic Hermite spline, a type of third-degree spline * Gauss–Hermite quadrature, an extension of Gaussian quadrature me ...
) Pauli matrices has two
eigenvalues In linear algebra, an eigenvector ( ) or characteristic vector is a vector that has its direction unchanged (or reversed) by a given linear transformation. More precisely, an eigenvector \mathbf v of a linear transformation T is scaled by a ...
: and . The corresponding normalized
eigenvectors In linear algebra, an eigenvector ( ) or characteristic vector is a Vector (mathematics and physics), vector that has its direction (geometry), direction unchanged (or reversed) by a given linear map, linear transformation. More precisely, an e ...
are :\begin \psi_ &= \frac\sqrt \begin 1 \\ 1 \end, & \psi_ &= \frac\sqrt \begin 1 \\ -1 \end, \\ \psi_ &= \frac\sqrt \begin 1 \\ i \end, & \psi_ &= \frac\sqrt \begin 1 \\ -i \end, \\ \psi_ &= \begin 1 \\ 0 \end, & \psi_ &= \begin 0 \\ 1 \end. \end


Pauli vectors

The Pauli vector is defined by \vec = \sigma_1 \hat_1 + \sigma_2 \hat_2 + \sigma_3 \hat_3, where \hat_1, \hat_2, and \hat_3 are an equivalent notation for the more familiar \hat, \hat, and \hat. The Pauli vector provides a mapping mechanism from a vector basis to a Pauli matrix basis as follows: \begin \vec \cdot \vec &= \sum_ a_k\, \sigma_\ell\, \hat_k \cdot \hat_\ell \\ &= \sum_k a_k\, \sigma_k \\ &= \begin a_3 & a_1 - i a_2 \\ a_1 + i a_2 & -a_3 \end. \end More formally, this defines a map from \mathbb^3 to the vector space of traceless Hermitian 2\times 2 matrices. This map encodes structures of \mathbb^3 as a normed vector space and as a Lie algebra (with the
cross-product In mathematics, the cross product or vector product (occasionally directed area product, to emphasize its geometric significance) is a binary operation on two vectors in a three-dimensional oriented Euclidean vector space (named here E), and i ...
as its Lie bracket) via functions of matrices, making the map an isomorphism of Lie algebras. This makes the Pauli matrices intertwiners from the point of view of representation theory. Another way to view the Pauli vector is as a 2\times 2 Hermitian traceless matrix-valued dual vector, that is, an element of \text_(\mathbb) \otimes (\mathbb^3)^* that maps \vec a \mapsto \vec a \cdot \vec \sigma.


Completeness relation

Each component of \vec a can be recovered from the matrix (see completeness relation below) \frac \operatorname \Bigl( \bigl( \vec \cdot \vec \bigr) \vec \Bigr) = \vec. This constitutes an inverse to the map \vec a \mapsto \vec a \cdot \vec \sigma, making it manifest that the map is a bijection.


Determinant

The norm is given by the determinant (up to a minus sign) \det \bigl( \vec \cdot \vec \bigr) = -\vec \cdot \vec = -, \vec, ^2. Then, considering the conjugation action of an \text(2) matrix U on this space of matrices, : U * \vec a \cdot \vec \sigma := U \, \vec a \cdot \vec \sigma \, U^, we find \det(U * \vec a \cdot \vec\sigma) = \det(\vec a \cdot \vec \sigma), and that U * \vec a \cdot \vec \sigma is Hermitian and traceless. It then makes sense to define U * \vec a \cdot \vec\sigma = \vec a' \cdot \vec\sigma, where \vec a' has the same norm as \vec a, and therefore interpret U as a rotation of three-dimensional space. In fact, it turns out that the ''special'' restriction on U implies that the rotation is orientation preserving. This allows the definition of a map R: \mathrm(2) \to \mathrm(3) given by : U * \vec a \cdot \vec \sigma = \vec a' \cdot \vec \sigma =: (R(U)\ \vec a) \cdot \vec \sigma, where R(U) \in \mathrm(3). This map is the concrete realization of the double cover of \mathrm(3) by \mathrm(2), and therefore shows that \text(2) \cong \mathrm(3). The components of R(U) can be recovered using the tracing process above: : R(U)_ = \frac \operatorname \left( \sigma_i U \sigma_j U^ \right).


Cross-product

The cross-product is given by the matrix commutator (up to a factor of 2i) vec a \cdot \vec \sigma, \vec b \cdot \vec \sigma= 2i\,(\vec a \times \vec b) \cdot \vec \sigma. In fact, the existence of a norm follows from the fact that \mathbb^3 is a Lie algebra (see
Killing form In mathematics, the Killing form, named after Wilhelm Killing, is a symmetric bilinear form that plays a basic role in the theories of Lie groups and Lie algebras. Cartan's criteria (criterion of solvability and criterion of semisimplicity) sho ...
). This cross-product can be used to prove the orientation-preserving property of the map above.


Eigenvalues and eigenvectors

The eigenvalues of \ \vec a \cdot \vec \sigma\ are \ \pm , \vec, . This follows immediately from tracelessness and explicitly computing the determinant. More abstractly, without computing the determinant, which requires explicit properties of the Pauli matrices, this follows from \ (\vec a \cdot \vec \sigma)^2 - , \vec a, ^2 = 0\ , since this can be factorised into \ (\vec a \cdot \vec \sigma - , \vec a, )(\vec a \cdot \vec \sigma + , \vec a, )= 0. A standard result in linear algebra (a linear map that satisfies a polynomial equation written in distinct linear factors is diagonal) means this implies \ \vec a \cdot \vec \sigma\ is diagonal with possible eigenvalues \ \pm , \vec a, . The tracelessness of \ \vec a \cdot \vec \sigma\ means it has exactly one of each eigenvalue. Its normalized eigenvectors are \psi_+ = \frac \begin a_3 + \left, \vec\ \\ a_1 + ia_2 \end; \qquad \psi_- = \frac \begin ia_2 - a_1 \\ a_3 + , \vec, \end ~ . These expressions become singular for a_3\to -\left, \vec \. They can be rescued by letting \vec=\left, \vec \(\epsilon,0,-(1-\epsilon^2/2)) and taking the limit \epsilon\to0, which yields the correct eigenvectors (0,1) and (1,0) of \sigma_z. Alternatively, one may use spherical coordinates \vec=a(\sin\vartheta\cos\varphi, \sin\vartheta\sin\varphi, \cos\vartheta) to obtain the eigenvectors \psi_+=(\cos(\vartheta/2), \sin(\vartheta/2)\exp(i\varphi)) and \psi_-=(-\sin(\vartheta/2)\exp(-i\varphi), \cos(\vartheta/2)).


Pauli 4-vector

The Pauli 4-vector, used in spinor theory, is written \ \sigma^\mu\ with components :\sigma^\mu = (I, \vec\sigma). This defines a map from \mathbb^ to the vector space of Hermitian matrices, :x_\mu \mapsto x_\mu\sigma^\mu\ , which also encodes the
Minkowski metric In physics, Minkowski space (or Minkowski spacetime) () is the main mathematical description of spacetime in the absence of general_relativity, gravitation. It combines inertial space and time manifolds into a four-dimensional model. The model ...
(with ''mostly minus'' convention) in its determinant: :\det (x_\mu\sigma^\mu) = \eta(x,x). This 4-vector also has a completeness relation. It is convenient to define a second Pauli 4-vector :\bar\sigma^\mu = (I, -\vec\sigma). and allow raising and lowering using the Minkowski metric tensor. The relation can then be written x_\nu = \tfrac \operatorname \Bigl( \bar\sigma_\nu\bigl( x_\mu \sigma^\mu \bigr) \Bigr) . Similarly to the Pauli 3-vector case, we can find a matrix group that acts as isometries on \ \mathbb^\ ; in this case the matrix group is \ \mathrm(2,\mathbb)\ , and this shows \ \mathrm(2,\mathbb) \cong \mathrm(1,3). Similarly to above, this can be explicitly realized for \ S \in \mathrm(2,\mathbb)\ with components :\Lambda(S)^\mu_\nu = \tfrac\operatorname \left( \bar\sigma_\nu S \sigma^\mu S^\right). In fact, the determinant property follows abstractly from trace properties of the \ \sigma^\mu. For \ 2\times 2\ matrices, the following identity holds: :\det(A + B) = \det(A) + \det(B) + \operatorname(A)\operatorname(B) - \operatorname(AB). That is, the 'cross-terms' can be written as traces. When \ A,B\ are chosen to be different \ \sigma^\mu\ , the cross-terms vanish. It then follows, now showing summation explicitly, \det\left(\sum_\mu x_\mu \sigma^\mu\right) = \sum_\mu \det\left(x_\mu\sigma^\mu\right). Since the matrices are \ 2 \times 2\ , this is equal to \sum_\mu x_\mu^2 \det(\sigma^\mu) = \eta(x,x).


Relation to dot and cross product

Pauli vectors elegantly map these commutation and anticommutation relations to corresponding vector products. Adding the commutator to the anticommutator gives : \begin \left \sigma_j, \sigma_k\right+ \ &= (\sigma_j \sigma_k - \sigma_k \sigma_j ) + (\sigma_j \sigma_k + \sigma_k \sigma_j) \\ 2i\varepsilon_\,\sigma_\ell + 2 \delta_I &= 2\sigma_j \sigma_k \end so that,
Contracting A contract is an agreement that specifies certain legally enforceable rights and obligations pertaining to two or more parties. A contract typically involves consent to transfer of goods, services, money, or promise to transfer any of those a ...
each side of the equation with components of two -vectors and (which commute with the Pauli matrices, i.e., for each matrix and vector component (and likewise with ) yields :~~ \begin a_j b_k \sigma_j \sigma_k & = a_j b_k \left(i\varepsilon_\,\sigma_\ell + \delta_I\right) \\ a_j \sigma_j b_k \sigma_k & = i\varepsilon_\,a_j b_k \sigma_\ell + a_j b_k \delta_I \end.~ Finally, translating the index notation for the
dot product In mathematics, the dot product or scalar productThe term ''scalar product'' means literally "product with a Scalar (mathematics), scalar as a result". It is also used for other symmetric bilinear forms, for example in a pseudo-Euclidean space. N ...
and
cross product In mathematics, the cross product or vector product (occasionally directed area product, to emphasize its geometric significance) is a binary operation on two vectors in a three-dimensional oriented Euclidean vector space (named here E), and ...
results in If is identified with the pseudoscalar then the right hand side becomes a \cdot b + a \wedge b , which is also the definition for the product of two vectors in geometric algebra. If we define the spin operator as , then satisfies the commutation relation:\mathbf \times \mathbf = i\hbar \mathbfOr equivalently, the Pauli vector satisfies:\frac \times \frac = i\frac


Some trace relations

The following traces can be derived using the commutation and anticommutation relations. :\begin \operatorname\left(\sigma_j \right) &= 0 \\ \operatorname\left(\sigma_j \sigma_k \right) &= 2\delta_ \\ \operatorname\left(\sigma_j \sigma_k \sigma_\ell \right) &= 2i\varepsilon_ \\ \operatorname\left(\sigma_j \sigma_k \sigma_\ell \sigma_m \right) &= 2\left(\delta_\delta_ - \delta_\delta_ + \delta_\delta_\right) \end If the matrix is also considered, these relationships become \begin \operatorname\left(\sigma_\alpha \right) &= 2\delta_ \\ \operatorname\left(\sigma_\alpha \sigma_\beta \right) &= 2\delta_ \\ \operatorname\left(\sigma_\alpha \sigma_\beta \sigma_\gamma \right) &= 2 \sum_ \delta_ \delta_ - 4 \delta_ \delta_ \delta_ + 2i\varepsilon_ \\ \operatorname\left(\sigma_\alpha \sigma_\beta \sigma_\gamma \sigma_\mu \right) &= 2\left(\delta_\delta_ - \delta_\delta_ + \delta_\delta_\right) + 4\left(\delta_ \delta_ \delta_ + \delta_ \delta_ \delta_\right) - 8 \delta_ \delta_ \delta_ \delta_ + 2 i \sum_ \varepsilon_ \delta_ \end where Greek indices and assume values from and the notation \sum_ is used to denote the sum over the
cyclic permutation In mathematics, and in particular in group theory, a cyclic permutation is a permutation consisting of a single cycle. In some cases, cyclic permutations are referred to as cycles; if a cyclic permutation has ''k'' elements, it may be called a ''k ...
of the included indices.


Exponential of a Pauli vector

For :\vec = a\hat, \quad , \hat, = 1, one has, for even powers, :(\hat \cdot \vec)^ = I , which can be shown first for the case using the anticommutation relations. For convenience, the case is taken to be by convention. For odd powers, :\left(\hat \cdot \vec\right)^ = \hat \cdot \vec \, . Matrix exponentiating, and using the Taylor series for sine and cosine, :\begin e^ &= \sum_^\infty \\ &= \sum_^\infty + i\sum_^\infty \\ &= I\sum_^\infty + i (\hat\cdot \vec) \sum_^\infty\\ \end. In the last line, the first sum is the cosine, while the second sum is the sine; so, finally, which is analogous to
Euler's formula Euler's formula, named after Leonhard Euler, is a mathematical formula in complex analysis that establishes the fundamental relationship between the trigonometric functions and the complex exponential function. Euler's formula states that, for ...
, extended to
quaternions In mathematics, the quaternion number system extends the complex numbers. Quaternions were first described by the Irish mathematician William Rowan Hamilton in 1843 and applied to mechanics in three-dimensional space. The algebra of quaternion ...
. In particular, e^ = \begin \cos a & i \sin a \\ i \sin a & \cos a \end, \quad e^ = \begin \cos a & \sin a \\ - \sin a & \cos a \end, \quad e^ = \begin e^ & 0 \\ 0 & e^ \end. Note that :\det a(\hat \cdot \vec)= a^2, while the determinant of the exponential itself is just , which makes it the generic group element of
SU(2) In mathematics, the special unitary group of degree , denoted , is the Lie group of unitary matrices with determinant 1. The matrices of the more general unitary group may have complex determinants with absolute value 1, rather than real 1 ...
. A more abstract version of formula for a general matrix can be found in the article on matrix exponentials. A general version of for an analytic (at ''a'' and −''a'') function is provided by application of Sylvester's formula, :f(a(\hat \cdot \vec)) = I\frac + \hat \cdot \vec \frac.


The group composition law of

A straightforward application of formula provides a parameterization of the composition law of the group . One may directly solve for in \begin e^ e^ &= I\left(\cos a \cos b - \hat \cdot \hat \sin a \sin b\right) + i\left(\hat \sin a \cos b + \hat \sin b \cos a - \hat \times \hat ~ \sin a \sin b \right) \cdot \vec \\ &= I\cos + i \left(\hat \cdot \vec\right) \sin c \\ &= e^, \end which specifies the generic group multiplication, where, manifestly, \cos c = \cos a \cos b - \hat \cdot \hat \sin a \sin b~, the spherical law of cosines. Given , then, \hat = \frac\left(\hat \sin a \cos b + \hat \sin b \cos a - \hat\times\hat \sin a \sin b\right). Consequently, the composite rotation parameters in this group element (a closed form of the respective BCH expansion in this case) simply amount to e^ = \exp \left( i\frac \left(\hat \sin a \cos b + \hat \sin b \cos a - \hat\times\hat ~ \sin a \sin b\right) \cdot \vec\right). (Of course, when \hat is parallel to \hat, so is \hat, and .)


Adjoint action

It is also straightforward to likewise work out the adjoint action on the Pauli vector, namely rotation of any angle a along any axis \hat n: R_n(-a) ~ \vec ~ R_n(a) = e^ ~ \vec ~ e^ = \vec\cos (a) + \hat \times \vec ~ \sin(a) + \hat ~ \hat \cdot \vec ~ (1 - \cos(a)) ~ . Taking the dot product of any unit vector with the above formula generates the expression of any single qubit operator under any rotation. For example, it can be shown that R_y\mathord\left(-\frac\right)\, \sigma_x\, R_y\mathord\left(\frac\right) = \hat \cdot \left(\hat \times \vec\right) = \sigma_z.


Completeness relation

An alternative notation that is commonly used for the Pauli matrices is to write the vector index in the superscript, and the matrix indices as subscripts, so that the element in row and column of the -th Pauli matrix is In this notation, the ''completeness relation'' for the Pauli matrices can be written :\vec_\cdot\vec_\equiv \sum_^3 \sigma^k_\,\sigma^k_ = 2\,\delta_ \,\delta_ - \delta_\,\delta_. As noted above, it is common to denote the 2 × 2 unit matrix by so The completeness relation can alternatively be expressed as \sum_^3 \sigma^k_\,\sigma^k_ = 2\,\delta_\,\delta_ ~ . The fact that any Hermitian
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
2 × 2 matrices can be expressed in terms of the identity matrix and the Pauli matrices also leads to the
Bloch sphere In quantum mechanics and computing, the Bloch sphere is a geometrical representation of the pure state space of a two-level quantum mechanical system ( qubit), named after the physicist Felix Bloch. Mathematically each quantum mechanical syst ...
representation of 2 × 2 mixed states’ density matrix, ( positive semidefinite 2 × 2 matrices with unit trace. This can be seen by first expressing an arbitrary Hermitian matrix as a real linear combination of as above, and then imposing the positive-semidefinite and
trace Trace may refer to: Arts and entertainment Music * ''Trace'' (Son Volt album), 1995 * ''Trace'' (Died Pretty album), 1993 * Trace (band), a Dutch progressive rock band * ''The Trace'' (album), by Nell Other uses in arts and entertainment * ...
conditions. For a pure state, in polar coordinates, \vec = \begin\sin\theta \cos\phi & \sin\theta \sin\phi & \cos\theta\end, the
idempotent Idempotence (, ) is the property of certain operations in mathematics and computer science whereby they can be applied multiple times without changing the result beyond the initial application. The concept of idempotence arises in a number of pl ...
density matrix \tfrac \left(\mathbf + \vec \cdot \vec\right) = \begin \cos^2\left(\frac\right) & e^\sin\left(\frac\right)\cos\left(\frac\right) \\ e^\sin\left(\frac\right)\cos\left(\frac\right) & \sin^2\left(\frac\right) \end acts on the state eigenvector \begin\cos\left(\frac\right) & e^\,\sin\left(\frac\right) \end with eigenvalue +1, hence it acts like a projection operator.


Relation with the permutation operator

Let be the transposition (also known as a permutation) between two spins and living in the
tensor product In mathematics, the tensor product V \otimes W of two vector spaces V and W (over the same field) is a vector space to which is associated a bilinear map V\times W \rightarrow V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of ...
space :P_ \left, \sigma_j \sigma_k \right\rangle = \left, \sigma_k \sigma_j \right\rangle . This operator can also be written more explicitly as Dirac's spin exchange operator, :P_ = \frac\,\left(\vec_j \cdot \vec_k + 1\right) ~ . Its eigenvalues are therefore 1 or −1. It may thus be utilized as an interaction term in a Hamiltonian, splitting the energy eigenvalues of its symmetric versus antisymmetric eigenstates.


SU(2)

The group
SU(2) In mathematics, the special unitary group of degree , denoted , is the Lie group of unitary matrices with determinant 1. The matrices of the more general unitary group may have complex determinants with absolute value 1, rather than real 1 ...
is the
Lie group In mathematics, a Lie group (pronounced ) is a group (mathematics), group that is also a differentiable manifold, such that group multiplication and taking inverses are both differentiable. A manifold is a space that locally resembles Eucli ...
of
unitary Unitary may refer to: Mathematics * Unitary divisor * Unitary element * Unitary group * Unitary matrix * Unitary morphism * Unitary operator * Unitary transformation * Unitary representation * Unitarity (physics) * ''E''-unitary inverse semigr ...
matrices with unit determinant; its
Lie algebra In mathematics, a Lie algebra (pronounced ) is a vector space \mathfrak g together with an operation called the Lie bracket, an alternating bilinear map \mathfrak g \times \mathfrak g \rightarrow \mathfrak g, that satisfies the Jacobi ident ...
is the set of all anti-Hermitian matrices with trace 0. Direct calculation, as above, shows that the
Lie algebra In mathematics, a Lie algebra (pronounced ) is a vector space \mathfrak g together with an operation called the Lie bracket, an alternating bilinear map \mathfrak g \times \mathfrak g \rightarrow \mathfrak g, that satisfies the Jacobi ident ...
\mathfrak_2 is the three-dimensional real algebra spanned by the set . In compact notation, : \mathfrak(2) = \operatorname \. As a result, each can be seen as an infinitesimal generator of SU(2). The elements of SU(2) are exponentials of linear combinations of these three generators, and multiply as indicated above in discussing the Pauli vector. Although this suffices to generate SU(2), it is not a proper representation of , as the Pauli eigenvalues are scaled unconventionally. The conventional normalization is so that : \mathfrak(2) = \operatorname \left\. As SU(2) is a compact group, its
Cartan decomposition In mathematics, the Cartan decomposition is a decomposition of a semisimple Lie group or Lie algebra, which plays an important role in their structure theory and representation theory. It generalizes the polar decomposition or singular value deco ...
is trivial.


SO(3)

The Lie algebra \mathfrak(2) is
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between the ...
to the Lie algebra \mathfrak(3), which corresponds to the Lie group
SO(3) In mechanics and geometry, the 3D rotation group, often denoted SO(3), is the group of all rotations about the origin of three-dimensional Euclidean space \R^3 under the operation of composition. By definition, a rotation about the origin is a ...
, the
group A group is a number of persons or things that are located, gathered, or classed together. Groups of people * Cultural group, a group whose members share the same cultural identity * Ethnic group, a group whose members share the same ethnic iden ...
of
rotation Rotation or rotational/rotary motion is the circular movement of an object around a central line, known as an ''axis of rotation''. A plane figure can rotate in either a clockwise or counterclockwise sense around a perpendicular axis intersect ...
s in three-dimensional space. In other words, one can say that the are a realization (and, in fact, the lowest-dimensional realization) of ''infinitesimal'' rotations in three-dimensional space. However, even though \mathfrak(2) and \mathfrak(3) are isomorphic as Lie algebras, and are not isomorphic as Lie groups. is actually a double cover of , meaning that there is a two-to-one group homomorphism from to , see relationship between SO(3) and SU(2).


Quaternions

The real linear span of is isomorphic to the real algebra of
quaternions In mathematics, the quaternion number system extends the complex numbers. Quaternions were first described by the Irish mathematician William Rowan Hamilton in 1843 and applied to mechanics in three-dimensional space. The algebra of quaternion ...
, \mathbb, represented by the span of the basis vectors \left\ . The isomorphism from \mathbb to this set is given by the following map (notice the reversed signs for the Pauli matrices): \mathbf \mapsto I, \quad \mathbf \mapsto - \sigma_2\sigma_3 = - i\,\sigma_1, \quad \mathbf \mapsto - \sigma_3\sigma_1 = - i\,\sigma_2, \quad \mathbf \mapsto - \sigma_1\sigma_2 = - i\,\sigma_3. Alternatively, the isomorphism can be achieved by a map using the Pauli matrices in reversed order, : \mathbf \mapsto I, \quad \mathbf \mapsto i\,\sigma_3 \, , \quad \mathbf \mapsto i\,\sigma_2 \, , \quad \mathbf \mapsto i\,\sigma_1 ~ . As the set of
versor In mathematics, a versor is a quaternion of Quaternion#Norm, norm one, also known as a unit quaternion. Each versor has the form :u = \exp(a\mathbf) = \cos a + \mathbf \sin a, \quad \mathbf^2 = -1, \quad a \in ,\pi where the r2 = −1 conditi ...
s forms a group isomorphic to , gives yet another way of describing . The two-to-one homomorphism from to may be given in terms of the Pauli matrices in this formulation.


Physics


Classical mechanics

In
classical mechanics Classical mechanics is a Theoretical physics, physical theory describing the motion of objects such as projectiles, parts of Machine (mechanical), machinery, spacecraft, planets, stars, and galaxies. The development of classical mechanics inv ...
, Pauli matrices are useful in the context of the Cayley-Klein parameters. The matrix corresponding to the position \vec of a point in space is defined in terms of the above Pauli vector matrix, :P = \vec \cdot \vec = x\,\sigma_x + y\,\sigma_y + z\,\sigma_z . Consequently, the transformation matrix for rotations about the -axis through an angle may be written in terms of Pauli matrices and the unit matrix as :Q_\theta = \boldsymbol\,\cos\frac + i\,\sigma_x \sin\frac . Similar expressions follow for general Pauli vector rotations as detailed above.


Quantum mechanics

In
quantum mechanics Quantum mechanics is the fundamental physical Scientific theory, theory that describes the behavior of matter and of light; its unusual characteristics typically occur at and below the scale of atoms. Reprinted, Addison-Wesley, 1989, It is ...
, each Pauli matrix is related to an
angular momentum operator In quantum mechanics, the angular momentum operator is one of several related operators analogous to classical angular momentum. The angular momentum operator plays a central role in the theory of atomic and molecular physics and other quantum pro ...
that corresponds to an
observable In physics, an observable is a physical property or physical quantity that can be measured. In classical mechanics, an observable is a real-valued "function" on the set of all possible system states, e.g., position and momentum. In quantum ...
describing the spin of a
spin Spin or spinning most often refers to: * Spin (physics) or particle spin, a fundamental property of elementary particles * Spin quantum number, a number which defines the value of a particle's spin * Spinning (textiles), the creation of yarn or thr ...
particle, in each of the three spatial directions. As an immediate consequence of the Cartan decomposition mentioned above, are the generators of a
projective representation In the field of representation theory in mathematics, a projective representation of a group ''G'' on a vector space ''V'' over a field ''F'' is a group homomorphism from ''G'' to the projective linear group \mathrm(V) = \mathrm(V) / F^*, where G ...
(spin representation) of the
rotation group SO(3) In mechanics and geometry, the 3D rotation group, often denoted SO(3), is the group of all rotations about the origin of three-dimensional Euclidean space \R^3 under the operation of composition. By definition, a rotation about the origin is a ...
acting on non-relativistic particles with spin . The
states State most commonly refers to: * State (polity), a centralized political organization that regulates law and society within a territory **Sovereign state, a sovereign polity in international law, commonly referred to as a country **Nation state, a ...
of the particles are represented as two-component
spinors In geometry and physics, spinors (pronounced "spinner" IPA ) are elements of a complex numbers, complex vector space that can be associated with Euclidean space. A spinor transforms linearly when the Euclidean space is subjected to a slight (infi ...
. In the same way, the Pauli matrices are related to the isospin operator. An interesting property of spin particles is that they must be rotated by an angle of 4 in order to return to their original configuration. This is due to the two-to-one correspondence between SU(2) and SO(3) mentioned above, and the fact that, although one visualizes spin up/down as the north–south pole on the
2-sphere A sphere (from Greek , ) is a surface analogous to the circle, a curve. In solid geometry, a sphere is the set of points that are all at the same distance from a given point in three-dimensional space.. That given point is the ''center' ...
they are actually represented by
orthogonal In mathematics, orthogonality (mathematics), orthogonality is the generalization of the geometric notion of ''perpendicularity''. Although many authors use the two terms ''perpendicular'' and ''orthogonal'' interchangeably, the term ''perpendic ...
vectors in the two-dimensional complex
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
. For a spin particle, the spin operator is given by , the fundamental representation of
SU(2) In mathematics, the special unitary group of degree , denoted , is the Lie group of unitary matrices with determinant 1. The matrices of the more general unitary group may have complex determinants with absolute value 1, rather than real 1 ...
. By taking
Kronecker product In mathematics, the Kronecker product, sometimes denoted by ⊗, is an operation on two matrices of arbitrary size resulting in a block matrix. It is a specialization of the tensor product (which is denoted by the same symbol) from vector ...
s of this representation with itself repeatedly, one may construct all higher irreducible representations. That is, the resulting spin operators for higher spin systems in three spatial dimensions, for arbitrarily large ''j'', can be calculated using this spin operator and ladder operators. They can be found in . The analog formula to the above generalization of Euler's formula for Pauli matrices, the group element in terms of spin matrices, is tractable, but less simple. Also useful in the
quantum mechanics Quantum mechanics is the fundamental physical Scientific theory, theory that describes the behavior of matter and of light; its unusual characteristics typically occur at and below the scale of atoms. Reprinted, Addison-Wesley, 1989, It is ...
of multiparticle systems, the general Pauli group is defined to consist of all -fold
tensor In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects associated with a vector space. Tensors may map between different objects such as vectors, scalars, and even other ...
products of Pauli matrices.


Relativistic quantum mechanics

In
relativistic quantum mechanics In physics, relativistic quantum mechanics (RQM) is any Poincaré- covariant formulation of quantum mechanics (QM). This theory is applicable to massive particles propagating at all velocities up to those comparable to the speed of light ' ...
, the spinors in four dimensions are 4 × 1 (or 1 × 4) matrices. Hence the Pauli matrices or the Sigma matrices operating on these spinors have to be 4 × 4 matrices. They are defined in terms of 2 × 2 Pauli matrices as :\mathsf_k = \begin \mathsf_k & 0 \\ 0 & \mathsf_k \end . It follows from this definition that the \ \mathsf_k \ matrices have the same algebraic properties as the matrices. However,
relativistic angular momentum In physics, relativistic angular momentum refers to the mathematical formalisms and physical concepts that define angular momentum in special relativity (SR) and general relativity (GR). The relativistic quantity is subtly different from the thre ...
is not a three-vector, but a second order four-tensor. Hence \ \mathsf_k\ needs to be replaced by , the generator of Lorentz transformations on spinors. By the antisymmetry of angular momentum, the are also antisymmetric. Hence there are only six independent matrices. The first three are the \ \Sigma_ \equiv \epsilon_\mathsf_j . The remaining three, \ -i\ \Sigma_ \equiv \mathsf_k\ , where the Dirac matrices are defined as : \mathsf_k = \begin 0 & \mathsf_k \\ \mathsf_k & 0 \end . The relativistic spin matrices are written in compact form in terms of commutator of
gamma matrices In mathematical physics, the gamma matrices, \ \left\\ , also called the Dirac matrices, are a set of conventional matrices with specific anticommutation relations that ensure they generate a matrix representation of the Clifford algebra \ \mathr ...
as :\Sigma_ = \frac \bigl \gamma_\mu, \gamma_\nu \bigr.


Quantum information

In
quantum information Quantum information is the information of the state of a quantum system. It is the basic entity of study in quantum information theory, and can be manipulated using quantum information processing techniques. Quantum information refers to both t ...
, single-
qubit In quantum computing, a qubit () or quantum bit is a basic unit of quantum information—the quantum version of the classic binary bit physically realized with a two-state device. A qubit is a two-state (or two-level) quantum-mechanical syste ...
quantum gate In quantum computing and specifically the quantum circuit model of computation, a quantum logic gate (or simply quantum gate) is a basic quantum circuit operating on a small number of qubits. Quantum logic gates are the building blocks of quantu ...
s are 2 × 2 unitary matrices. The Pauli matrices are some of the most important single-qubit operations. In that context, the Cartan decomposition given above is called the "Z–Y decomposition of a single-qubit gate". Choosing a different Cartan pair gives a similar "X–Y ''decomposition of a single-qubit gate'' ".


See also

*
Algebra of physical space Algebra is a branch of mathematics that deals with abstract systems, known as algebraic structures, and the manipulation of expressions within those systems. It is a generalization of arithmetic that introduces variables and algebraic ope ...
* Spinors in three dimensions *
Gamma matrices In mathematical physics, the gamma matrices, \ \left\\ , also called the Dirac matrices, are a set of conventional matrices with specific anticommutation relations that ensure they generate a matrix representation of the Clifford algebra \ \mathr ...
** *
Angular momentum Angular momentum (sometimes called moment of momentum or rotational momentum) is the rotational analog of Momentum, linear momentum. It is an important physical quantity because it is a Conservation law, conserved quantity – the total ang ...
*
Gell-Mann matrices Murray Gell-Mann (; September 15, 1929 – May 24, 2019) was an American theoretical physicist who played a preeminent role in the development of the theory of elementary particles. Gell-Mann introduced the concept of quarks as the fundame ...
*
Poincaré group The Poincaré group, named after Henri Poincaré (1905), was first defined by Hermann Minkowski (1908) as the isometry group of Minkowski spacetime. It is a ten-dimensional non-abelian Lie group that is of importance as a model in our unde ...
* Generalizations of Pauli matrices *
Bloch sphere In quantum mechanics and computing, the Bloch sphere is a geometrical representation of the pure state space of a two-level quantum mechanical system ( qubit), named after the physicist Felix Bloch. Mathematically each quantum mechanical syst ...
* Euler's four-square identity * For higher spin generalizations of the Pauli matrices, see * Exchange matrix (the first Pauli matrix is an exchange matrix of order two) * Split-quaternion


Remarks


Notes


References

* * * * {{Matrix classes Lie groups Matrices (mathematics) Rotational symmetry Articles containing proofs Mathematical physics Hypercomplex numbers