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In
differential geometry, the
Lie derivative , named after
Sophus Lie by
Władysław Ślebodziński, evaluates the change of a
tensor field (including scalar function,
vector field and
one-form), along the
flow defined by another vector field. This change is coordinate invariant and therefore the Lie derivative is defined on any
differentiable manifold.
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
. The
differential operator is a
derivation of the algebra of
tensor fields of the underlying manifold.
The Lie derivative commutes with
contraction and the
exterior derivative on
differential forms.
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. 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" of
X and
Y, and is often denoted [
X,
Y] instead of
. The space of vector fields forms a
Lie algebra with respect to this Lie bracket. The Lie derivative constitutes an infinite-dimensional
Lie algebra representation of this Lie algebra, due to the identity
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
diffeomorphisms) 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
Lie group theory.
Generalisations exist for
spinor fields,
fibre bundles with
connection and vector-valued
differential forms.
Motivation
A "naive" attempt to define the derivative of a
tensor field with respect to a
vector field would be to take the
directional derivative of the
components
of the tensor field with respect to the vector field. However, this
definition is undesirable because it is not invariant under
coordinate transformations, and is thus meaningless when considered on an abstract
manifold. In
differential geometry,
there are two main notions of differentiation (of arbitrary tensor
fields) that are invariant under coordinate transformations: Lie
derivatives, and derivatives with respect to
connections.
The main difference between these is that taking a derivative with
respect to a connection requires an additional geometric structure (e.g.
a
Riemannian metric or just an abstract
connection) on the manifold, but the derivative of a tensor field with respect to a
tangent vector
is well-defined even if it is not specified how to extend that tangent
vector to a vector field; by contrast, when taking a Lie derivative, no
additional information about 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.
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
The problem with generalizing the derivative of a function when we consider functions over manifolds is that the usual
difference quotient
requires we define addition on the function's inputs but it is
meaningless to add points on a manifold which is not a vector space.
But the critical issue is to consider how the function changes relative
to smooth displacements of the points. The Lie derivative of a scalar
function can be thought of as a definition of the derivative where we
are using the flows defined by vector fields to displace the points:
- The Lie derivative of a function f with respect to a vector field X at a point p of the manifold M is the value
where
is the point to which the flow defined by
maps the point
. We typically express the action of the flow in terms of coordinates
for the coordinate map
.
We can then identify the Lie derivative of a function at
p with the
directional derivative:
-
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 of
X and
Y, and is sometimes denoted
.
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 bracket of X and Y at p is given in local coordinates by the formula
where
and
denote the operations of taking the
directional derivatives with respect to
X and
Y, respectively. Here we are treating a vector in
n-dimensional space as an
n-
tuple,
so that its directional derivative is simply the tuple consisting of
the directional derivatives of its coordinates. Note that although the
final expression
appearing in this definition does not depend on the choice of local coordinates, the individual terms
and
do depend on the choice of coordinates.
- If X and Y are vector fields on a manifold M according to the second definition, then the operator defined by the formula
-
is a derivation of order zero of the algebra of smooth functions of
M, i.e. this operator is a vector field according to the second definition.
The Lie derivative of a tensor field
More generally, if we have a
differentiable tensor field T of
rank and a differentiable
vector field Y (i.e. a differentiable section of the
tangent bundle TM), then we can define the Lie derivative of
T along
Y. Let, for some open interval I around 0, φ:
M×
I →
M be the one-parameter semigroup of local diffeomorphisms of
M induced by the
vector flow of
Y and denote
φt(
p) :=
φ(
p,
t). For each sufficiently small
t,
φt is a diffeomorphism from a
neighborhood in
M to another neighborhood in
M, and φ
0 is the identity diffeomorphism. The Lie derivative of
T is defined at a point
p by
where
is the
pushforward along the diffeomorphism and
is the
pullback along the diffeomorphism. Intuitively, if you have a tensor field
and a vector field
Y, then
is the infinitesimal change you would see when you flow
using the vector field −
Y, which is the same thing as the infinitesimal change you would see in
if you yourself flowed along the vector field
Y.
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
- Axiom 2. The Lie derivative obeys the following version of Leibniz's rule: For any tensor fields S and T, we have
- Axiom 3. The Lie derivative obeys the Leibniz rule with respect to contraction:
- Axiom 4. The Lie derivative commutes with exterior derivative on functions:
If these axioms hold, then applying the Lie derivative
to the relation
shows that
-
which is one of the standard definitions for the
Lie bracket.
The Lie derivative of a differential form is the
anticommutator of the
interior product with the exterior derivative. So if α is a differential form,
-
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.
Explicitly, let
T be a tensor field of type (
p,
q). Consider
T to be a differentiable
multilinear map of
smooth sections α
1, α
2, ..., α
q of the cotangent bundle
T*M and of sections
X1,
X2, ...
Xp of the
tangent bundle TM, written
T(
α1, α
2, ...,
X1,
X2, ...) into
R. Define the Lie derivative of
T along
Y by the formula
-
The analytic and algebraic definitions can be proven to be equivalent using the properties of the pushforward and the
Leibniz rule for differentiation. Note also that 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. The restriction of the Lie derivative to the space of differential forms is closely related to the
exterior derivative.
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, after which the relationships falls out as an identity known as
Cartan's formula. Note that 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
be a
(k + 1)-
form, i.e. for each
,
is an
alternating multilinear map from
to the real numbers. The
interior product of
X and
ω is the
k-form
defined as
The differential form
is also called the
contraction of
ω with
X. Note that
and that
is a
-
antiderivation. That is,
is
R-linear, and
for
and η another differential form. Also, for a function
, that is, a real- or complex-valued function on
M, one has
where
denotes the product of
f and
X.
The relationship between
exterior derivatives 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:
For a general differential form, the Lie derivative is likewise a contraction, taking into account the variation in
X:
This identity is known variously as
Cartan formula,
Cartan homotopy formula or
Cartan's magic formula. See
interior product
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
The Lie derivative also satisfies the relation
Coordinate expressions
In local
coordinate notation, for a type (r,s) tensor field
, the Lie derivative along
is
here, the notation
means taking the partial derivative with respect to the coordinate
. Alternatively, if we are using a
torsion-free connection (e.g., the
Levi Civita connection), then the partial derivative
can be replaced with the
covariant derivative .
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
-
which is independent of any coordinate system.
The definition can be extended further to tensor densities of weight
w for any real
w. If
T is such a tensor density, then its Lie derivative is a tensor density of the same type and weight.
-
Notice the new term at the end of the expression.
For a
linear connection , the Lie derivative along
is
[3]
Examples
For clarity we now show the following examples in local
coordinate notation.
For a
scalar field we have:
So less abstractly, consider the scalar field
and the vector field
. The corresponding Lie derivative evaluates as
For a
covector field, i.e., a
differential form,
we have:
Concretely, consider the 2-form
and the vector field
from the previous example. Then,
For a covariant symmetric tensor field
we have:
Properties
The Lie derivative has a number of properties. Let
be the
algebra of functions defined on the
manifold M. Then
is a
derivation on the algebra
. That is,
is
R-linear and
Similarly, it is a derivation on
where
is the set of vector fields on
M:
which may also be written in the equivalent notation
where the
tensor product symbol
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. Thus, for example, considered as a derivation on a vector field,
one finds the above to be just the
Jacobi identity. Thus, one has the important result that the space of vector fields over
M, equipped with the Lie bracket, forms a
Lie algebra.
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
- where i denotes interior product defined above and it's clear whether [·,·] denotes the commutator 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 along generic spacetime vector fields, not necessarily
Killing ones, on a general (pseudo)
Riemannian manifold was already proposed in 1972 by
Yvette Kosmann.
[4] Later, it was provided a geometric framework which justifies her
ad hoc prescription within the general framework of Lie derivatives on
fiber bundles[5]
in the explicit context of gauge natural bundles which turn out to be
the most appropriate arena for (gauge-covariant) field theories.
[6]
In a given
spin manifold, that is in a Riemannian manifold
admitting a
spin structure, the Lie derivative of a
spinor field 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:
[7]
where
, as
is assumed to be a
Killing vector field, and
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
, but explicitly taking the antisymmetric part of
only.
[4] More explicitly, Kosmann's local expression given in 1972 is:
[4]
where
is the commutator,
is
exterior derivative,
is the dual 1 form corresponding to
under the metric (i.e. with lowered indices) and
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.
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,
[8][9]
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.
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.
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 ∈ Ω
k(
M, T
M) and α is a differential
p-form, then it is possible to define the interior product
iKα of
K and α. The Nijenhuis–Lie derivative is then the anticommutator of the interior product and the exterior derivative:
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[10]—and before him
Wolfgang Pauli[11]—introduced what he called a ‘local variation’
of a geometric object
induced by an infinitesimal transformation of coordinates generated by a vector field
. One can easily prove that his
is
.