Derivative of the exponential map
In the theory of Lie groups, the exponential map is a map from the Lie algebra of a Lie group into. In case is a matrix Lie group, the exponential map reduces to the matrix exponential. The exponential map, denoted, is analytic and has as such a derivative, where is a path in the Lie algebra, and a closely related differential.
The formula for was first proved by Friedrich Schur. It was later elaborated by Henri Poincaré in the context of the problem of expressing Lie group multiplication using Lie algebraic terms. It is also sometimes known as Duhamel's formula.
The formula is important both in pure and applied mathematics. It enters into proofs of theorems such as the Baker-Campbell-Hausdorff formula, and it is used frequently in physics for example in quantum field theory, as in the Magnus expansion in perturbation theory, and in lattice gauge theory.
Throughout, the notations and will be used interchangeably to denote the exponential given an argument, except when, where as noted, the notations have dedicated distinct meanings. The calculus-style notation is preferred here for better readability in equations. On the other hand, the -style is sometimes more convenient for inline equations, and is necessary on the rare occasions when there is a real distinction to be made.
Statement
The derivative of the exponential map is given by;Explanation
- is a path in the Lie algebra with derivative. The argument is omitted where not needed.
- is the linear transformation of the Lie algebra given by. It is the adjoint action of a Lie algebra on itself.
- The fraction is given by the power series
- When is a matrix Lie group, all occurrences of the exponential are given by their power series expansion.
- When is not a matrix Lie group, is still given by its power series, while the other two occurrences of in the formula, which now are the exponential map in Lie theory, refer to the time-one flow of the left invariant vector field, i.e. element of the Lie algebra as defined in the general case, on the Lie group viewed as an analytic manifold. This still amounts to exactly the same formula as in the matrix case.
- The formula applies to the case where is considered as a map on matrix space over or, see matrix exponential. When or, the notions coincide precisely.
is employed. With the result
follows immediately from. In particular, is the identity because and.
Proof
The proof given below assumes a matrix Lie group. This means that the exponential mapping from the Lie algebra to the matrix Lie group is given by the usual power series, i.e. matrix exponentiation. The conclusion of the proof still holds in the general case, provided each occurrence of is correctly interpreted. See comments on the general case below.The outline of proof makes use of the technique of differentiation with respect to of the parametrized expression
to obtain a first order differential equation for which can then be solved by direct integration in. The solution is then.
Lemma
Let Adjoint representation| denote the adjoint action of the group on its Lie algebra. The action is given by for. A frequently useful relationship between and is given by
Proof
Using the product rule twice one finds,
Then one observes that
by above. Integration yields
Using the formal power series to expand the exponential, integrating term by term, and finally recognizing,
and the result follows. The proof, as presented here, is essentially the one given in. A proof with a more algebraic touch can be found in.
Comments on the general case
The formula in the general case is given bywhere
which formally reduces to
Here the -notation is used for the exponential mapping of the Lie algebra and the calculus-style notation in the fraction indicates the usual formal series expansion. For more information and two full proofs in the general case, see the freely available reference.
A direct formal argument
An immediate way to see what the answer must be, provided it exists is the following. Existence needs to be proved separately in each case.By direct differentiation of the standard limit definition of the exponential, and exchanging the order of differentiation and limit,
where each factor owes its place to the non-commutativity of and.
Dividing the unit interval into sections and letting → ∞,, yields
Applications
Local behavior of the exponential map
The inverse function theorem together with the derivative of the exponential map provides information about the local behavior of. Any map between vector spaces has a inverse such that is a bijection in an open set around a point in the domain provided is invertible. From it follows that this will happen precisely whenis invertible. This, in turn, happens when the eigenvalues of this operator are all nonzero. The eigenvalues of are related to those of as follows. If is an analytic function of a complex variable expressed in a power series such that for a matrix converges, then the eigenvalues of will be, where are the eigenvalues of, the double subscript is made clear below. In the present case with and, the eigenvalues of are
where the are the eigenvalues of. Putting one sees that is invertible precisely when
The eigenvalues of are, in turn, related to those of. Let the eigenvalues of be. Fix an ordered basis of the underlying vector space such that is lower triangular. Then
with the remaining terms multiples of with. Let be the corresponding basis for matrix space, i.e.. Order this basis such that if. One checks that the action of is given by
with the remaining terms multiples of. This means that is lower triangular with its eigenvalues on the diagonal. The conclusion is that is invertible, hence is a local bianalytical bijection around, when the eigenvalues of satisfy
In particular, in the case of matrix Lie groups, it follows, since is invertible, by the inverse function theorem that is a bi-analytic bijection in a neighborhood of in matrix space. Furthermore,, is a bi-analytic bijection from a neighborhood of in to a neighborhood of. The same conclusion holds for general Lie groups using the manifold version of the inverse function theorem.
It also follows from the implicit function theorem that itself is invertible for sufficiently small.
Derivation of a Baker–Campbell–Hausdorff formula
If is defined such thatan expression for, the Baker–Campbell–Hausdorff formula, can be derived from the above formula,
Its left-hand side is easy to see to equal Y. Thus,
and hence, formally,
However, using the relationship between and given by, it is straightforward to further see that
and hence
Putting this into the form of an integral in t from 0 to 1 yields,
an integral formula for that is more tractable in practice than the explicit Dynkin's series formula due to the simplicity of the series expansion of. Note this expression consists of and nested commutators thereof with or. A textbook proof along these lines can be found in and.
Derivation of Dynkin's series formula
Dynkin's formula mentioned may also be derived analogously, starting from the parametric extensionwhence
so that, using the above general formula,
Since, however,
the last step by virtue of the Mercator series expansion, it follows that
and, thus, integrating,
It is at this point evident that the qualitative statement of the BCH formula holds, namely lies in the Lie algebra generated by and is expressible as a series in repeated brackets. For each, terms for each partition thereof are organized inside the integral . The resulting Dynkin's formula is then
For a similar proof with detailed series expansions, see.
Combinatoric details
Change the summation index in to and expandin a power series. To handle the series expansions simply, consider first
. The -series and the -series are given by
respectively. Combining these one obtains
This becomes
where is the set of all sequences of length subject to the conditions in.
Now substitute for in the LHS of. Equation then gives
or, with a switch of notation, see An explicit Baker-Campbell-Hausdorff formula,:
Note that the summation index for the rightmost in the second term in is denoted, but is not an element of a sequence. Now integrate, using,
Write this as
This amounts to
using the simple observation that for all. That is, in, the leading term vanishes unless equals or, corresponding to the first and second terms in the equation before it. In case, must equal, else the term vanishes for the same reason. Finally, shift the index,,
This is Dynkin's formula. The striking similarity with is not accidental: It reflects the Dynkin-Specht-Wever map, underpinning the original, different, derivation of the formula. Namely, if
is expressible as a bracket series, then necessarily
Putting observation and theorem together yields a concise proof of the explicit BCH formula.