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In
differential geometry Differential geometry is a Mathematics, mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of Calculus, single variable calculus, vector calculus, lin ...
, the Lie derivative ( ), named after
Sophus Lie Marius Sophus Lie ( ; ; 17 December 1842 – 18 February 1899) was a Norwegian mathematician. He largely created the theory of continuous symmetry and applied it to the study of geometry and differential equations. He also made substantial cont ...
by Władysław Ślebodziński, evaluates the change of a
tensor field In mathematics and physics, a tensor field is a function assigning a tensor to each point of a region of a mathematical space (typically a Euclidean space or manifold) or of the physical space. Tensor fields are used in differential geometry, ...
(including scalar functions,
vector field In vector calculus and physics, a vector field is an assignment of a vector to each point in a space, most commonly Euclidean space \mathbb^n. A vector field on a plane can be visualized as a collection of arrows with given magnitudes and dire ...
s and
one-form In differential geometry, a one-form (or covector field) on a differentiable manifold is a differential form of degree one, that is, a smooth section of the cotangent bundle. Equivalently, a one-form on a manifold M is a smooth mapping of the to ...
s), along the flow defined by another vector field. This change is coordinate invariant and therefore the Lie derivative is defined on any
differentiable manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One ...
. Functions, tensor fields and forms can be differentiated with respect to a vector field. If ''T'' is a tensor field and ''X'' is a vector field, then the Lie derivative of ''T'' with respect to ''X'' is denoted \mathcal_X T. The
differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and retur ...
T \mapsto \mathcal_X T is a derivation of the algebra of tensor fields of the underlying manifold. The Lie derivative commutes with contraction and the
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
on
differential forms In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications, ...
. Although there are many concepts of taking a derivative in differential geometry, they all agree when the expression being differentiated is a function or
scalar field In mathematics and physics, a scalar field is a function associating a single number to each point in a region of space – possibly physical space. The scalar may either be a pure mathematical number ( dimensionless) or a scalar physical ...
. Thus in this case the word "Lie" is dropped, and one simply speaks of the derivative of a function. The Lie derivative of a vector field ''Y'' with respect to another vector field ''X'' is known as the "
Lie bracket 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 identit ...
" of ''X'' and ''Y'', and is often denoted 'X'',''Y''instead of \mathcal_X Y. The space of vector fields forms a
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 ...
with respect to this Lie bracket. The Lie derivative constitutes an infinite-dimensional
Lie algebra representation In the mathematical field of representation theory, a Lie algebra representation or representation of a Lie algebra is a way of writing a Lie algebra as a set of matrices (or endomorphisms of a vector space) in such a way that the Lie bracket i ...
of this Lie algebra, due to the identity : \mathcal_ T = \mathcal_X \mathcal_ T - \mathcal_Y \mathcal_X T, valid for any vector fields ''X'' and ''Y'' and any tensor field ''T''. Considering vector fields as infinitesimal generators of flows (i.e. one-dimensional groups of
diffeomorphism In mathematics, a diffeomorphism is an isomorphism of differentiable manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are continuously differentiable. Definit ...
s) on ''M'', the Lie derivative is the differential of the representation of the diffeomorphism group on tensor fields, analogous to Lie algebra representations as infinitesimal representations associated to
group representation In the mathematical field of representation theory, group representations describe abstract groups in terms of bijective linear transformations of a vector space to itself (i.e. vector space automorphisms); in particular, they can be used ...
in
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 ...
theory. Generalisations exist for
spinor 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 ...
fields,
fibre bundle In mathematics, and particularly topology, a fiber bundle ( ''Commonwealth English'': fibre bundle) is a space that is a product space, but may have a different topological structure. Specifically, the similarity between a space E and a p ...
s with a connection and vector-valued differential forms.


Motivation

A 'naïve' attempt to define the derivative of a
tensor field In mathematics and physics, a tensor field is a function assigning a tensor to each point of a region of a mathematical space (typically a Euclidean space or manifold) or of the physical space. Tensor fields are used in differential geometry, ...
with respect to a
vector field In vector calculus and physics, a vector field is an assignment of a vector to each point in a space, most commonly Euclidean space \mathbb^n. A vector field on a plane can be visualized as a collection of arrows with given magnitudes and dire ...
would be to take the
components Component may refer to: In engineering, science, and technology Generic systems *System components, an entity with discrete structure, such as an assembly or software module, within a system considered at a particular level of analysis * Lumped e ...
of the tensor field and take the
directional derivative In multivariable calculus, the directional derivative measures the rate at which a function changes in a particular direction at a given point. The directional derivative of a multivariable differentiable (scalar) function along a given vect ...
of each component with respect to the vector field. However, this definition is undesirable because it is not invariant under changes of coordinate system, e.g. the naive derivative expressed in polar or
spherical coordinates In mathematics, a spherical coordinate system specifies a given point in three-dimensional space by using a distance and two angles as its three coordinates. These are * the radial distance along the line connecting the point to a fixed point ...
differs from the naive derivative of the components in
Cartesian coordinates In geometry, a Cartesian coordinate system (, ) in a plane is a coordinate system that specifies each point uniquely by a pair of real numbers called ''coordinates'', which are the signed distances to the point from two fixed perpendicular o ...
. On an abstract
manifold In mathematics, a manifold is a topological space that locally resembles Euclidean space near each point. More precisely, an n-dimensional manifold, or ''n-manifold'' for short, is a topological space with the property that each point has a N ...
such a definition is meaningless and ill defined. In
differential geometry Differential geometry is a Mathematics, mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of Calculus, single variable calculus, vector calculus, lin ...
, there are three main coordinate independent notions of differentiation of tensor fields: # Lie derivatives, # derivatives with respect to connections, # the
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
of totally antisymmetric covariant tensors, i.e.
differential forms In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications, ...
. The main difference between the Lie derivative and a derivative with respect to a connection is that the latter derivative of a tensor field with respect to a
tangent vector In mathematics, a tangent vector is a vector that is tangent to a curve or surface at a given point. Tangent vectors are described in the differential geometry of curves in the context of curves in R''n''. More generally, tangent vectors are ...
is well-defined even if it is not specified how to extend that tangent vector to a vector field. However, a connection requires the choice of an additional geometric structure (e.g. a
Riemannian metric In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as distance, angles, length, volume, and curvature are defined. Euclidean space, the N-sphere, n-sphere, hyperbolic space, and smooth surf ...
in the case of
Levi-Civita connection In Riemannian or pseudo-Riemannian geometry (in particular the Lorentzian geometry of general relativity), the Levi-Civita connection is the unique affine connection on the tangent bundle of a manifold that preserves the ( pseudo-) Riemannian ...
, or just an abstract connection) on the manifold. In contrast, when taking a Lie derivative, no additional structure on the manifold is needed, but it is impossible to talk about the Lie derivative of a tensor field with respect to a single tangent vector, since the value of the Lie derivative of a tensor field with respect to a vector field ''X'' at a point ''p'' depends on the value of ''X'' in a neighborhood of ''p'', not just at ''p'' itself. Finally, the exterior derivative of differential forms does not require any additional choices, but is only a well defined derivative of differential forms (including functions), thus excluding vectors and other tensors that are not purely differential forms. The idea of Lie derivatives is to use a vector field to define a notion of transport (Lie transport). A smooth vector field defines a smooth flow on the manifold, which allows vectors to be transported between two points on the same line of flow (This contrasts with connections, which allows transport between arbitrary points). Intuitively, a vector Y(p) based at point p is transported by flowing its base point to p', while flowing its tip point p + Y(p) \delta to p' + \delta p'.


Definition

The Lie derivative may be defined in several equivalent ways. To keep things simple, we begin by defining the Lie derivative acting on scalar functions and vector fields, before moving on to the definition for general tensors.


The (Lie) derivative of a function

Defining the derivative of a function f\colon M \to on a manifold takes care because the
difference quotient In single-variable calculus, the difference quotient is usually the name for the expression : \frac which when taken to the Limit of a function, limit as ''h'' approaches 0 gives the derivative of the Function (mathematics), function ''f''. The ...
\textstyle (f(x+h)-f(x))/h cannot be determined while the displacement x+h is undefined. The Lie derivative of a function f\colon M\to with respect to a
vector field In vector calculus and physics, a vector field is an assignment of a vector to each point in a space, most commonly Euclidean space \mathbb^n. A vector field on a plane can be visualized as a collection of arrows with given magnitudes and dire ...
X at a point p \in M is the function :(\mathcal_X f) (p) = \biggr, _ \bigl(f \circ \Phi^t_X\bigr)(p) = \lim_ \frac where \Phi^t_X(p) is the point to which the flow defined by the vector field X maps the point p at time instant t. In the vicinity of t=0, \Phi^t_X(p) is the unique solution of the system : \frac\biggr, _t \Phi^t_X(p) = X\bigl(\Phi^t_X(p)\bigr) of first-order autonomous (i.e. time-independent) differential equations, with \Phi^0_X(p) = p. Setting \mathcal_X f = \nabla_X f identifies the Lie derivative of a function with the
directional derivative In multivariable calculus, the directional derivative measures the rate at which a function changes in a particular direction at a given point. The directional derivative of a multivariable differentiable (scalar) function along a given vect ...
, which is also denoted by X(f):= \mathcal_X f = \nabla_X f.


The Lie derivative of a vector field

If ''X'' and ''Y'' are both vector fields, then the Lie derivative of ''Y'' with respect to ''X'' is also known as the
Lie bracket 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 identit ...
of ''X'' and ''Y'', and is sometimes denoted ,Y/math>. There are several approaches to defining the Lie bracket, all of which are equivalent. We list two definitions here, corresponding to the two definitions of a vector field given above:


The Lie derivative of a tensor field


Definition in terms of flows

The Lie derivative is the speed with which the tensor field changes under the space deformation caused by the flow. Formally, given a differentiable (time-independent) vector field X on a smooth manifold M, let \Phi^t_X : M \to M be the corresponding local flow. Since \Phi^t_X is a local diffeomorphism for each t, it gives rise to a pullback of tensor fields. For covariant tensors, this is just the multi-linear extension of the pullback map \left(\Phi^t_X\right)^*_p : T^*_M \to T^*_M, \qquad \left(\left(\Phi^t_X\right)^*_p \alpha\right) (Y) = \alpha\bigl(T_p \Phi^t_X(Y)\bigr), \quad \alpha \in T^*_M, Y \in T_M For contravariant tensors, one extends the inverse :\left(T_p\Phi^t_X\right)^ : T_M \to T_M of the differential T_p\Phi^t_X . For every t, there is, consequently, a tensor field (\Phi^t_X)^* T of the same type as T's. If T is an (r,0)- or (0,s)-type tensor field, then the Lie derivative _XT of T along a vector field X is defined at point p \in M to be :_X T(p) = \frac\biggl, _ \left(\bigl(\Phi^t_X\bigr)^* T\right)_p = \frac\biggl, _\bigl(\Phi^t_X\bigr)^*_p T_ = \lim_\frac. The resulting tensor field _X T is of the same type as T's. More generally, for every smooth 1-parameter family \Phi_t of diffeomorphisms that integrate a vector field X in the sense that \biggr, _ \Phi_t = X \circ \Phi_0 , one has\mathcal_X T = \bigl(\Phi_0^\bigr)^* \biggr, _ \Phi_t^* T = - \biggr, _ \bigl(\Phi_t^\bigr)^* \Phi_0^* T \, .


Algebraic definition

We now give an algebraic definition. The algebraic definition for the Lie derivative of a tensor field follows from the following four axioms: :Axiom 1. The Lie derivative of a function is equal to the directional derivative of the function. This fact is often expressed by the formula ::\mathcal_Yf=Y(f) :Axiom 2. The Lie derivative obeys the following version of Leibniz's rule: For any tensor fields ''S'' and ''T'', we have ::\mathcal_Y(S\otimes T)=(\mathcal_YS)\otimes T+S\otimes (\mathcal_YT). :Axiom 3. The Lie derivative obeys the Leibniz rule with respect to contraction: :: \mathcal_X (T(Y_1, \ldots, Y_n)) = (\mathcal_X T)(Y_1,\ldots, Y_n) + T((\mathcal_X Y_1), \ldots, Y_n) + \cdots + T(Y_1, \ldots, (\mathcal_X Y_n)) :Axiom 4. The Lie derivative commutes with exterior derivative on functions: :: mathcal_X, d= 0 Using the first and third axioms, applying the Lie derivative \mathcal_X to Y(f) shows that ::\mathcal_X Y (f) = X(Y(f)) - Y(X(f)), which is one of the standard definitions for the
Lie bracket 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 identit ...
. The Lie derivative acting on a differential form is the
anticommutator In mathematics, the commutator gives an indication of the extent to which a certain binary operation fails to be commutative. There are different definitions used in group theory and ring theory. Group theory The commutator of two elements, ...
of the
interior product In mathematics, the interior product (also known as interior derivative, interior multiplication, inner multiplication, inner derivative, insertion operator, contraction, or inner derivation) is a degree −1 (anti)derivation on the exterio ...
with the exterior derivative. So if α is a differential form, ::\mathcal_Y\alpha=i_Yd\alpha+di_Y\alpha. This follows easily by checking that the expression commutes with exterior derivative, is a derivation (being an anticommutator of graded derivations) and does the right thing on functions. This is Cartan's magic formula. See
interior product In mathematics, the interior product (also known as interior derivative, interior multiplication, inner multiplication, inner derivative, insertion operator, contraction, or inner derivation) is a degree −1 (anti)derivation on the exterio ...
for details. Explicitly, let ''T'' be a tensor field of type . Consider ''T'' to be a differentiable
multilinear map Multilinear may refer to: * Multilinear form, a type of mathematical function from a vector space to the underlying field * Multilinear map, a type of mathematical function between vector spaces * Multilinear algebra, a field of mathematics ...
of smooth sections ''α''1, ''α''2, ..., ''α''''p'' of the cotangent bundle ''T''∗''M'' and of sections ''X''1, ''X''2, ..., ''X''q of the
tangent bundle A tangent bundle is the collection of all of the tangent spaces for all points on a manifold, structured in a way that it forms a new manifold itself. Formally, in differential geometry, the tangent bundle of a differentiable manifold M is ...
''TM'', written ''T''(''α''1, ''α''2, ..., ''X''1, ''X''2, ...) into R. Define the Lie derivative of ''T'' along ''Y'' by the formula :(\mathcal_Y T)(\alpha_1, \alpha_2, \ldots, X_1, X_2, \ldots) =Y(T(\alpha_1,\alpha_2,\ldots,X_1,X_2,\ldots)) ::- T(\mathcal_Y\alpha_1, \alpha_2, \ldots, X_1, X_2, \ldots) - T(\alpha_1, \mathcal_Y\alpha_2, \ldots, X_1, X_2, \ldots) -\ldots ::- T(\alpha_1, \alpha_2, \ldots, \mathcal_YX_1, X_2, \ldots) - T(\alpha_1, \alpha_2, \ldots, X_1, \mathcal_YX_2, \ldots) - \ldots The analytic and algebraic definitions can be proven to be equivalent using the properties of the pushforward and the Leibniz rule for differentiation. The Lie derivative commutes with the contraction.


The Lie derivative of a differential form

A particularly important class of tensor fields is the class of
differential forms In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications, ...
. The restriction of the Lie derivative to the space of differential forms is closely related to the
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
. Both the Lie derivative and the exterior derivative attempt to capture the idea of a derivative in different ways. These differences can be bridged by introducing the idea of an
interior product In mathematics, the interior product (also known as interior derivative, interior multiplication, inner multiplication, inner derivative, insertion operator, contraction, or inner derivation) is a degree −1 (anti)derivation on the exterio ...
, after which the relationships falls out as an identity known as Cartan's formula. Cartan's formula can also be used as a definition of the Lie derivative on the space of differential forms. Let ''M'' be a manifold and ''X'' a vector field on ''M''. Let \omega \in \Lambda^k(M) be a ''k''- form, i.e., for each p \in M, \omega(p) is an alternating
multilinear map Multilinear may refer to: * Multilinear form, a type of mathematical function from a vector space to the underlying field * Multilinear map, a type of mathematical function between vector spaces * Multilinear algebra, a field of mathematics ...
from (T_p M)^k to the real numbers. The
interior product In mathematics, the interior product (also known as interior derivative, interior multiplication, inner multiplication, inner derivative, insertion operator, contraction, or inner derivation) is a degree −1 (anti)derivation on the exterio ...
of ''X'' and ''ω'' is the -form i_X\omega defined as :(i_X\omega) (X_1, \ldots, X_) = \omega (X,X_1, \ldots, X_)\, The differential form i_X\omega is also called the contraction of ''ω'' with ''X'', and :i_X:\Lambda^k(M) \rightarrow \Lambda^(M) is a \wedge- antiderivation where \wedge is the wedge product on differential forms. That is, i_X is R-linear, and :i_X (\omega \wedge \eta) = (i_X \omega) \wedge \eta + (-1)^k \omega \wedge (i_X \eta) for \omega \in \Lambda^k(M) and η another differential form. Also, for a function f \in \Lambda^0(M), that is, a real- or complex-valued function on ''M'', one has :i_ \omega = f\,i_X\omega where f X denotes the product of ''f'' and ''X''. The relationship between
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
s and Lie derivatives can then be summarized as follows. First, since the Lie derivative of a function ''f'' with respect to a vector field ''X'' is the same as the directional derivative ''X''(''f''), it is also the same as the contraction of the exterior derivative of ''f'' with ''X'': :\mathcal_Xf = i_X \, df For a general differential form, the Lie derivative is likewise a contraction, taking into account the variation in ''X'': :\mathcal_X\omega = i_Xd\omega + d(i_X \omega). This identity is known variously as Cartan formula, Cartan homotopy formula or Cartan's magic formula. See
interior product In mathematics, the interior product (also known as interior derivative, interior multiplication, inner multiplication, inner derivative, insertion operator, contraction, or inner derivation) is a degree −1 (anti)derivation on the exterio ...
for details. The Cartan formula can be used as a definition of the Lie derivative of a differential form. Cartan's formula shows in particular that :d\mathcal_X\omega = \mathcal_X(d\omega). The Lie derivative also satisfies the relation :\mathcal_\omega = f\mathcal_X\omega + df \wedge i_X \omega .


Coordinate expressions

In local
coordinate In geometry, a coordinate system is a system that uses one or more numbers, or coordinates, to uniquely determine and standardize the position of the points or other geometric elements on a manifold such as Euclidean space. The coordinates are ...
notation, for a type tensor field T, the Lie derivative along X is :\begin (\mathcal_X T) ^_ = & X^c(\partial_c T^_) \\ & - (\partial_c X ^) T ^_ - \ldots - (\partial_c X^) T ^_ \\ & + (\partial_ X^c) T ^_ + \ldots + (\partial_X^c) T ^_ \end here, the notation \partial_a = \frac means taking the partial derivative with respect to the coordinate x^a. Alternatively, if we are using a torsion-free connection (e.g., the Levi Civita connection), then the partial derivative \partial_a can be replaced with the
covariant derivative In mathematics and physics, covariance is a measure of how much two variables change together, and may refer to: Statistics * Covariance matrix, a matrix of covariances between a number of variables * Covariance or cross-covariance between ...
which means replacing \partial_a X^b with (by abuse of notation) \nabla_a X^b = X^b_ := (\nabla X)_a^ = \partial_a X^b + \Gamma^b_X^c where the \Gamma^a_ = \Gamma^a_ are the Christoffel coefficients. The Lie derivative of a tensor is another tensor of the same type, i.e., even though the individual terms in the expression depend on the choice of coordinate system, the expression as a whole results in a tensor :(\mathcal_X T) ^_\partial_\otimes\cdots\otimes\partial_\otimes dx^\otimes\cdots\otimes dx^ which is independent of any coordinate system and of the same type as T. The definition can be extended further to tensor densities. If ''T'' is a tensor density of some real number valued weight ''w'' (e.g. the volume density of weight 1), then its Lie derivative is a tensor density of the same type and weight. :\begin (\mathcal _X T)^_ = &X^c(\partial_c T^_) - (\partial_c X ^) T ^_ - \ldots - (\partial_c X^) T ^_ + \\ &+ (\partial_ X^c) T ^_ + \ldots + (\partial_ X^c) T ^_ + w (\partial_ X^c) T ^_ \end Notice the new term at the end of the expression. For a linear connection \Gamma = ( \Gamma^_ ), the Lie derivative along X is : (\mathcal_X \Gamma)^_ = X^d\partial_d \Gamma^_ + \partial_b\partial_c X^a - \Gamma^_\partial_d X^a + \Gamma^_\partial_b X^d + \Gamma^_\partial_c X^d


Examples

For clarity we now show the following examples in local
coordinate In geometry, a coordinate system is a system that uses one or more numbers, or coordinates, to uniquely determine and standardize the position of the points or other geometric elements on a manifold such as Euclidean space. The coordinates are ...
notation. For a
scalar field In mathematics and physics, a scalar field is a function associating a single number to each point in a region of space – possibly physical space. The scalar may either be a pure mathematical number ( dimensionless) or a scalar physical ...
\phi(x^c)\in\mathcal(M) we have: : (\mathcal _X \phi) = X(\phi) = X^a \partial_a \phi. Hence for the scalar field \phi(x,y) = x^2 - \sin(y) and the vector field X^a\partial_a = \sin(x)\partial_y - y^2\partial_x the corresponding Lie derivative becomes \begin \mathcal_X\phi &= (\sin(x)\partial_y - y^2\partial_x)(x^2 - \sin(y))\\ & = \sin(x)\partial_y(x^2 - \sin(y)) - y^2\partial_x(x^2 - \sin(y))\\ & = -\sin(x)\cos(y) - 2xy^2 \\ \end For an example of higher rank differential form, consider the 2-form \omega = (x^2 + y^2)dx\wedge dz and the vector field X from the previous example. Then, \begin \mathcal_X\omega & = d(i_((x^2 + y^2)dx\wedge dz)) + i_(d((x^2 + y^2)dx\wedge dz)) \\ & = d(-y^2(x^2 + y^2) dz) + i_(2ydy\wedge dx\wedge dz) \\ & = \left(- 2xy^2 dx + (-2yx^2 - 4y^3) dy\right) \wedge dz + (2y\sin(x)dx \wedge dz + 2y^3dy \wedge dz)\\ & = \left(-2xy^2 + 2y\sin(x)\right)dx\wedge dz + (-2yx^2 - 2y^3)dy\wedge dz \end Some more abstract examples. :\mathcal_X (dx^b) = d i_X (dx^b) = d X^b = \partial_a X^b dx^a . Hence for a covector field, i.e., a
differential form In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications ...
, A = A_a(x^b)dx^a we have: :\mathcal_X A = X (A_a) dx^a + A_b \mathcal_X (dx^b) = (X^b \partial_b A_a + A_b\partial_a (X^b))dx^a The coefficient of the last expression is the local coordinate expression of the Lie derivative. For a covariant rank 2 tensor field T = T_(x^c)dx^a \otimes dx^b we have: \begin (\mathcal _X T) &= (\mathcal _X T)_ dx^a\otimes dx^b\\ &= X(T_)dx^a\otimes dx^b + T_ \mathcal_X (dx^c) \otimes dx^b + T_ dx^a \otimes \mathcal_X (dx^c)\\ &= (X^c \partial_c T_+T_\partial_a X^c+T_\partial_b X^c)dx^a\otimes dx^b\\ \end If T = g is the symmetric metric tensor, it is parallel with respect to the
Levi-Civita connection In Riemannian or pseudo-Riemannian geometry (in particular the Lorentzian geometry of general relativity), the Levi-Civita connection is the unique affine connection on the tangent bundle of a manifold that preserves the ( pseudo-) Riemannian ...
(aka
covariant derivative In mathematics and physics, covariance is a measure of how much two variables change together, and may refer to: Statistics * Covariance matrix, a matrix of covariances between a number of variables * Covariance or cross-covariance between ...
), and it becomes fruitful to use the connection. This has the effect of replacing all derivatives with covariant derivatives, giving :(\mathcal _X g) = (X^c g_ + g_X^c_ + g_X^c_)dx^a\otimes dx^b = (X_ + X_) dx^a\otimes dx^b


Properties

The Lie derivative has a number of properties. Let \mathcal(M) be 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 ...
of functions defined on the
manifold In mathematics, a manifold is a topological space that locally resembles Euclidean space near each point. More precisely, an n-dimensional manifold, or ''n-manifold'' for short, is a topological space with the property that each point has a N ...
''M''. Then :\mathcal_X : \mathcal(M) \rightarrow \mathcal(M) is a derivation on the algebra \mathcal(M). That is, \mathcal_X is R-linear and :\mathcal_X(fg) = (\mathcal_Xf) g + f\mathcal_Xg. Similarly, it is a derivation on \mathcal(M) \times \mathcal(M) where \mathcal(M) is the set of vector fields on ''M'': :\mathcal_X(fY) = (\mathcal_Xf) Y + f\mathcal_X Y which may also be written in the equivalent notation :\mathcal_X(f\otimes Y) = (\mathcal_Xf) \otimes Y + f\otimes \mathcal_X Y where 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 ...
symbol \otimes is used to emphasize the fact that the product of a function times a vector field is being taken over the entire manifold. Additional properties are consistent with that of the
Lie bracket 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 identit ...
. Thus, for example, considered as a derivation on a vector field, :\mathcal_X ,Z= mathcal_X Y,Z+ ,\mathcal_X Z/math> one finds the above to be just the
Jacobi identity In mathematics, the Jacobi identity is a property of a binary operation that describes how the order of evaluation, the placement of parentheses in a multiple product, affects the result of the operation. By contrast, for operations with the associ ...
. Thus, one has the important result that the space of vector fields over ''M'', equipped with the Lie bracket, forms a
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 ...
. The Lie derivative also has important properties when acting on differential forms. Let ''α'' and ''β'' be two differential forms on ''M'', and let ''X'' and ''Y'' be two vector fields. Then * \mathcal_X(\alpha\wedge\beta) = (\mathcal_X\alpha) \wedge\beta + \alpha\wedge (\mathcal_X\beta) * mathcal_X,\mathcal_Yalpha := \mathcal_X\mathcal_Y\alpha-\mathcal_Y\mathcal_X\alpha = \mathcal_\alpha * mathcal_X,i_Yalpha = _X,\mathcal_Yalpha = i_\alpha, where ''i'' denotes interior product defined above and it is clear whether �,·denotes the
commutator In mathematics, the commutator gives an indication of the extent to which a certain binary operation fails to be commutative. There are different definitions used in group theory and ring theory. Group theory The commutator of two elements, ...
or the Lie bracket of vector fields.


Generalizations

Various generalizations of the Lie derivative play an important role in differential geometry.


The Lie derivative of a spinor field

A definition for Lie derivatives of
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 ...
along generic spacetime vector fields, not necessarily Killing ones, on a general (pseudo)
Riemannian manifold In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as distance, angles, length, volume, and curvature are defined. Euclidean space, the N-sphere, n-sphere, hyperbolic space, and smooth surf ...
was already proposed in 1971 by Yvette Kosmann. Later, it was provided a geometric framework which justifies her ''ad hoc'' prescription within the general framework of Lie derivatives on
fiber bundles In mathematics, and particularly topology, a fiber bundle ( ''Commonwealth English'': fibre bundle) is a space that is a product space, but may have a different topological structure. Specifically, the similarity between a space E and a pr ...
in the explicit context of gauge natural bundles which turn out to be the most appropriate arena for (gauge-covariant) field theories. In a given spin manifold, that is in a Riemannian manifold (M,g) admitting a spin structure, the Lie derivative of a
spinor 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 ...
field \psi can be defined by first defining it with respect to infinitesimal isometries (Killing vector fields) via the André Lichnerowicz's local expression given in 1963: :\mathcal_X \psi := X^\nabla_\psi - \frac14\nabla_X_ \gamma^\gamma^\psi\, , where \nabla_X_ = \nabla_X_, as X = X^\partial_ is assumed to be a Killing vector field, and \gamma^ are Dirac matrices. It is then possible to extend Lichnerowicz's definition to all vector fields (generic infinitesimal transformations) by retaining Lichnerowicz's local expression for a ''generic'' vector field X, but explicitly taking the antisymmetric part of \nabla_X_ only. More explicitly, Kosmann's local expression given in 1972 is: :\mathcal_X \psi := X^\nabla_\psi - \frac18\nabla_X_ gamma^,\gamma^psi\, = \nabla_X \psi - \frac14 (d X^\flat)\cdot \psi\, , where gamma^,\gamma^ \gamma^a\gamma^b - \gamma^b\gamma^a is the commutator, d is
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
, X^\flat = g(X, -) is the dual 1 form corresponding to X under the metric (i.e. with lowered indices) and \cdot is Clifford multiplication. It is worth noting that the spinor Lie derivative is independent of the metric, and hence also of the connection. This is not obvious from the right-hand side of Kosmann's local expression, as the right-hand side seems to depend on the metric through the spin connection (covariant derivative), the dualisation of vector fields (lowering of the indices) and the Clifford multiplication on the
spinor bundle In differential geometry, given a spin structure on an n-dimensional orientable Riemannian manifold (M, g),\, one defines the spinor bundle to be the complex vector bundle \pi_\colon\to M\, associated to the corresponding principal bundle \pi_\co ...
. Such is not the case: the quantities on the right-hand side of Kosmann's local expression combine so as to make all metric and connection dependent terms cancel. To gain a better understanding of the long-debated concept of Lie derivative of spinor fields one may refer to the original article, where the definition of a Lie derivative of spinor fields is placed in the more general framework of the theory of Lie derivatives of sections of fiber bundles and the direct approach by Y. Kosmann to the spinor case is generalized to gauge natural bundles in the form of a new geometric concept called the Kosmann lift. As for the tensor counterpart, also for spinors the vanishing of the Lie derivative along a Killing vector implements on the spinor the symmetries encoded by that Killing vector. However, differently from tensors, from spinors it is possible to build bi-linear quantities (such as the velocity vector \overline\gamma^\psi or the spin axial-vector \overline\gamma^\gamma^5\psi) which are tensors. A natural question that now arises is whether the vanishing of the Lie derivative along a Killing vector of a spinor is equivalent to the vanishing of the Lie derivative along the same Killing vector of all the spinor bi-linear quantities. While a spinor that is Lie-invariant implies that all its bi-linear quantities are also Lie invariant, the converse is in general not true.


Covariant Lie derivative

If we have a principal bundle over the manifold M with G as the structure group, and we pick X to be a covariant vector field as section of the tangent space of the principal bundle (i.e. it has horizontal and vertical components), then the covariant Lie derivative is just the Lie derivative with respect to X over the principal bundle. Now, if we're given a vector field ''Y'' over ''M'' (but not the principal bundle) but we also have a connection over the principal bundle, we can define a vector field X over the principal bundle such that its horizontal component matches ''Y'' and its vertical component agrees with the connection. This is the covariant Lie derivative. See connection form for more details.


Nijenhuis–Lie derivative

Another generalization, due to Albert Nijenhuis, allows one to define the Lie derivative of a differential form along any section of the bundle Ω''k''(''M'', T''M'') of differential forms with values in the tangent bundle. If ''K'' âˆˆ Î©''k''(''M'', T''M'') and α is a differential ''p''-form, then it is possible to define the interior product ''i''''K''α of ''K'' and α. The Nijenhuis–Lie derivative is then the anticommutator of the interior product and the exterior derivative: :\mathcal_K\alpha= ,i_Kalpha = di_K\alpha-(-1)^i_K \, d\alpha.


History

In 1931, Władysław Ślebodziński introduced a new differential operator, later called by David van Dantzig that of Lie derivation, which can be applied to scalars, vectors, tensors and affine connections and which proved to be a powerful instrument in the study of groups of automorphisms. The Lie derivatives of general geometric objects (i.e., sections of natural fiber bundles) were studied by A. Nijenhuis, Y. Tashiro and K. Yano. For a quite long time, physicists had been using Lie derivatives, without reference to the work of mathematicians. In 1940, Léon Rosenfeld—and before him (in 1921)
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 ...
''See section 23''—introduced what he called a ‘local variation’ \delta^A of a geometric object A\, induced by an infinitesimal transformation of coordinates generated by a vector field X\,. One can easily prove that his \delta^A is - \mathcal_X(A)\,.


See also

*
Covariant derivative In mathematics and physics, covariance is a measure of how much two variables change together, and may refer to: Statistics * Covariance matrix, a matrix of covariances between a number of variables * Covariance or cross-covariance between ...
*
Connection (mathematics) In geometry, the notion of a connection makes precise the idea of transporting local geometric objects, such as Tangent vector, tangent vectors or Tensor, tensors in the tangent space, along a curve or family of curves in a ''parallel'' and consist ...
* Frölicher–Nijenhuis bracket *
Geodesic In geometry, a geodesic () is a curve representing in some sense the locally shortest path ( arc) between two points in a surface, or more generally in a Riemannian manifold. The term also has meaning in any differentiable manifold with a conn ...
* Killing field * Derivative of the exponential map


Notes


References

* ''See section 2.2''. * ''See Chapter 0''. * ''See section 1.6''. * Extensive discussion of Lie brackets, and the general theory of Lie derivatives. * For generalizations to infinite dimensions. * For generalizations to infinite dimensions. * Classical approach using coordinates.


External links

* {{DEFAULTSORT:Lie Derivative Differential geometry Differential topology Differential operators Generalizations of the derivative