Jacobi–Lie bracket
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In the mathematical field of differential topology, the Lie bracket of vector fields, also known as the Jacobi–Lie bracket or the commutator of vector fields, is an operator that assigns to any two vector fields ''X'' and ''Y'' on a
smooth 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 ma ...
''M'' a third vector field denoted . Conceptually, the Lie bracket is the derivative of ''Y'' along the flow generated by ''X'', and is sometimes denoted ''\mathcal_X Y'' ("Lie derivative of Y along X"). This generalizes to the
Lie derivative In differential geometry, the Lie derivative ( ), named after Sophus Lie by Władysław Ślebodziński, evaluates the change of a tensor field (including scalar functions, vector fields and one-forms), along the flow defined by another vector fi ...
of any
tensor field In mathematics and physics, a tensor field assigns a tensor to each point of a mathematical space (typically a Euclidean space or manifold). Tensor fields are used in differential geometry, algebraic geometry, general relativity, in the analysis ...
along the flow generated by ''X''. The Lie bracket is an R- bilinear operation and turns the set of all
smooth Smooth may refer to: Mathematics * Smooth function, a function that is infinitely differentiable; used in calculus and topology * Smooth manifold, a differentiable manifold for which all the transition maps are smooth functions * Smooth algebrai ...
vector fields on the manifold ''M'' into an (infinite-dimensional) Lie algebra. The Lie bracket plays an important role in differential geometry and differential topology, for instance in the
Frobenius integrability theorem In mathematics, Frobenius' theorem gives necessary and sufficient conditions for finding a maximal set of independent solutions of an overdetermined system of first-order homogeneous linear partial differential equations. In modern geometric term ...
, and is also fundamental in the geometric theory of nonlinear control systems.,
nonholonomic system A nonholonomic system in physics and mathematics is a physical system whose state depends on the path taken in order to achieve it. Such a system is described by a set of parameters subject to differential constraints and non-linear constraints, ...
s; ,
feedback linearization Feedback linearization is a common strategy employed in nonlinear control to control nonlinear systems. Feedback linearization techniques may be applied to nonlinear control systems of the form where x(t) \in \mathbb^n is the state, u_1(t), ...
.


Definitions

There are three conceptually different but equivalent approaches to defining the Lie bracket:


Vector fields as derivations

Each smooth vector field X : M \rightarrow TM on a manifold ''M'' may be regarded as a differential operator acting on smooth functions f(p) (where p \in M and f of class C^\infty(M)) when we define X(f) to be another function whose value at a point p is the
directional derivative In mathematics, the directional derivative of a multivariable differentiable (scalar) function along a given vector v at a given point x intuitively represents the instantaneous rate of change of the function, moving through x with a velocity ...
of ''f'' at ''p'' in the direction ''X''(''p''). In this way, each smooth vector field ''X'' becomes a
derivation Derivation may refer to: Language * Morphological derivation, a word-formation process * Parse tree or concrete syntax tree, representing a string's syntax in formal grammars Law * Derivative work, in copyright law * Derivation proceeding, a proc ...
on ''C''(''M''). Furthermore, any derivation on ''C''(''M'') arises from a unique smooth vector field ''X''. In general, the commutator \delta_1\circ \delta_2 - \delta_2\circ\delta_1 of any two derivations \delta_1 and \delta_2 is again a derivation, where \circ denotes composition of operators. This can be used to define the Lie bracket as the vector field corresponding to the commutator derivation: : ,Yf) = X(Y(f))-Y(X(f)) \;\;\text f\in C^\infty(M).


Flows and limits

Let \Phi^X_t be the flow associated with the vector field ''X'', and let D denote the tangent map derivative operator. Then the Lie bracket of ''X'' and ''Y'' at the point can be defined as the
Lie derivative In differential geometry, the Lie derivative ( ), named after Sophus Lie by Władysław Ślebodziński, evaluates the change of a tensor field (including scalar functions, vector fields and one-forms), along the flow defined by another vector fi ...
: :
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x \ =\ (\mathcal_X Y)_x \ :=\ \lim_\fract \ =\ \left.\tfrac\_ (\mathrm\Phi^X_) Y_ . This also measures the failure of the flow in the successive directions X,Y,-X,-Y to return to the point ''x'': :
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x \ =\ \left.\tfrac12\tfrac\_ (\Phi^Y_ \circ \Phi^X_ \circ \Phi^Y_ \circ \Phi^X_)(x) \ =\ \left.\tfrac\_ (\Phi^Y_ \circ \Phi^X_ \circ \Phi^Y_ \circ \Phi^X_)(x) .


In coordinates

Though the above definitions of Lie bracket are
intrinsic In science and engineering, an intrinsic property is a property of a specified subject that exists itself or within the subject. An extrinsic property is not essential or inherent to the subject that is being characterized. For example, mass ...
(independent of the choice of coordinates on the manifold ''M''), in practice one often wants to compute the bracket in terms of a specific coordinate system \. We write \partial_i = \tfrac for the associated local basis of the tangent bundle, so that general vector fields can be written \textstyle X=\sum_^n X^i \partial_iand \textstyle Y=\sum_^n Y^i \partial_ifor smooth functions X^i, Y^i:M\to\mathbb. Then the Lie bracket can be computed as: : ,Y:= \sum_^n\left(X(Y^i) - Y(X^i)\right) \partial_i = \sum_^n \sum_^n \left(X^j \partial_j Y^i - Y^j \partial_j X^i \right) \partial_i . If ''M'' is (an open subset of) R''n'', then the vector fields ''X'' and ''Y'' can be written as smooth maps of the form X:M\to\mathbb^n and Y:M\to\mathbb^n, and the Lie bracket ,YM\to\mathbb^n is given by: : ,Y:= J_Y X - J_X Y where J_Y and J_X are Jacobian matrices (\partial_jY^i and \partial_jX^i respectively using index notation) multiplying the column vectors ''X'' and ''Y''.


Properties

The Lie bracket of vector fields equips the real vector space V=\Gamma(TM) of all vector fields on ''M'' (i.e., smooth sections of the tangent bundle TM\to M) with the structure of a Lie algebra, which means • , • is a map V\times V\to V with: *R-
bilinearity In mathematics, a bilinear map is a function combining elements of two vector spaces to yield an element of a third vector space, and is linear in each of its arguments. Matrix multiplication is an example. Definition Vector spaces Let V, W ...
*Anti-symmetry,
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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 ...
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Lie algebroid In mathematics, a Lie algebroid is a vector bundle A \rightarrow M together with a Lie bracket on its space of sections \Gamma(A) and a vector bundle morphism \rho: A \rightarrow TM, satisfying a Leibniz rule. A Lie algebroid can thus be thought of ...
. Vanishing of the Lie bracket of ''X'' and ''Y'' means that following the flows in these directions defines a surface embedded in ''M'', with ''X'' and ''Y'' as coordinate vector fields: Theorem: ,Y0\, iff the flows of ''X'' and ''Y'' commute locally, meaning (\Phi^Y_t \Phi^X_s) (x) =(\Phi^X_\, \Phi^Y_t)(x) for all and sufficiently small ''s'', ''t''. This is a special case of the
Frobenius integrability theorem In mathematics, Frobenius' theorem gives necessary and sufficient conditions for finding a maximal set of independent solutions of an overdetermined system of first-order homogeneous linear partial differential equations. In modern geometric term ...
.


Examples

For a Lie group ''G'', the corresponding Lie algebra \mathfrak is the tangent space at the identity T_eG, which can be identified with the vector space of
left invariant Left may refer to: Music * ''Left'' (Hope of the States album), 2006 * ''Left'' (Monkey House album), 2016 * "Left", a song by Nickelback from the album ''Curb'', 1996 Direction * Left (direction), the relative direction opposite of right * L ...
vector fields on ''G''. The Lie bracket of two left invariant vector fields is also left invariant, which defines the Jacobi–Lie bracket operation ,\cdot\,,\,\cdot\, \mathfrak g \times \mathfrak g\to \mathfrak g. For a matrix Lie group, whose elements are matrices g \in G \subset M_(\mathbb), each tangent space can be represented as matrices: T_G = g\cdot T_I G \subset M_(\mathbb), where \cdot means matrix multiplication and ''I'' is the identity matrix. The invariant vector field corresponding to X\in \mathfrak=T_IG is given by X_g = g\cdot X\in T_gG, and a computation shows the Lie bracket on \mathfrak g corresponds to the usual commutator of matrices: : ,Y\ =\ X\cdot Y - Y\cdot X .


Applications

The Jacobi–Lie bracket is essential to proving small-time local controllability (STLC) for driftless affine control systems.


Generalizations

As mentioned above, the
Lie derivative In differential geometry, the Lie derivative ( ), named after Sophus Lie by Władysław Ślebodziński, evaluates the change of a tensor field (including scalar functions, vector fields and one-forms), along the flow defined by another vector fi ...
can be seen as a generalization of the Lie bracket. Another generalization of the Lie bracket (to
vector-valued differential form In mathematics, a vector-valued differential form on a manifold ''M'' is a differential form on ''M'' with values in a vector space ''V''. More generally, it is a differential form with values in some vector bundle ''E'' over ''M''. Ordinary differe ...
s) is the
Frölicher–Nijenhuis bracket In mathematics, the Frölicher–Nijenhuis bracket is an extension of the Lie bracket of vector fields to vector-valued differential forms on a differentiable manifold. It is useful in the study of connections, notably the Ehresmann connection ...
.


References

* * * * Extensive discussion of Lie brackets, and the general theory of Lie derivatives. * For generalizations to infinite dimensions. * * {{Manifolds Bilinear maps Differential geometry Differential topology Riemannian geometry