Vector Fields on Manifolds
Given a differentiable manifold , a vector field on is a section of the tangent bundle. Explicitly, is an assignment that sends each point to a tangent vector . The space of all vector fields is denoted by . or .
e.g. .
Vector Fields are Derivations
One can see from the derivation definition of tangent vectors that a vector field can be identified as a derivation that satisfies the equation:
The space of vector fields has a rich structure:
Proposition
The space of vector fields is a -vector space.
Proof It suffices to check that the scaler multiplication is valid. Indeed, where the dot denotes the scalar multiplication in . It is clear that this satisfies distributivity and the associativity.
Proposition
Proof We can define the the scaler multiplication of a vector field by a smooth function as follows: where the dot denotes the scalar multiplication in . Clearly this gives a smooth vector field, and thus makes a module over .
Pullback Vector Fields
Pullback Vector Field
Suppose is a local diffeomorphism. The pullback of a vector field by is the pullback section of the tangent bundle. That is
Proof
Vector Fields on Lie Groups
Left-Invariant Vector Field
If is a Lie group and is a vector in , where is the identity element in . Suppose is the left multiplication map that sends to . Then we can use the maps to define a natural vector field on , for each . We set
The resulting vector field is called a left-invariant vector field.
e.g.
- Let Lie group , with the group operation of complex number multiplication. Fix some , the left-invariant vector field is given by
Lie Bracket of Vector Fields
Lie Bracket of Vector Fields
Let . Then the Lie bracket of and is the vector field defined (as a derivation) by
The Lie bracket is thus the commutator of and as operators on smooth functions.
Properties of Lie Bracket
The following hold for the Lie bracket of vector fields:
- Bilinearity: .
- Skew-symmetry: .
- Jacobi Identity: .
That is, forms a real Lie algebra.
Proof Bilinearity and skew-symmetry follow from the definition directly. We now check Jacobi identity. For all , there holds
Corollary
Let be a smooth manifold and let be an immersed submanifold with or without boundary in . If and are smooth vector fields on that are tangent to , then is also tangent to .
Lie Algebra of Lie Groups
Every Lie group has a canonical Lie algebra , which has two natural representations, either as the tangent space at the identity element of , or as the space of left-invariant vector fields on . We will see that the two representations are isomorphic.
Proposition
Let be a Lie group, and suppose and are smooth left-invariant vector fields on . Then is also left-invariant.
Proposition
The left-invariant vector fields on a Lie group form a Lie algebra.
Proof It suffices to check
Theorem
The set of all left-invariant vector fields on a Lie group is isomorphic to the tangent space at the identity element of , via evaluation at . In other words, every tangent vector extends uniquely to a left-invariant vector field.
Proof
Lie Algebra of a Lie Group
The Lie algebra of a Lie group , often denoted , is up to isomorphic, the Lie algebra of left-invariant vector fields on , or the tangent space at the identity element of .
Remark
Elements of the Lie algebra represent “infinitesimal transformations” or “directions of motion” within the group starting from the identity.
Exponential Map
For any Lie group with Lie algebra , the exponential map is defined by where is the unique integral curve of the left-invariant vector field such that , or equivalently, is the one-parameter subgroup generated by .
e.g. The Lie algebra of , denoted , is isomorphic to . The exponential map of satisfies
Proposition
Let be a Lie group with associated Lie algebra . For any , is the one-parameter subgroup of generated by . That is, for all .
Proof
Fundamental Vector Field
Suppose is a Lie group with Lie algebra , acting on a smooth manifold with the action that . The fundamental vector field on generated by the infinitesimal action of , denoted by (or ), is defined at each point as
e.g. Since the -torus , its Lie algebra is isomorphic to . From the previous example of , we can deduce that the exponential map of an -torus takes the form Consider a torus acting on by for nonzero constants . . Then for any and , there holds