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Variational equations and commuting local flows
Statement
Let be a vector field on an open subset of , where means that total derivatives through order two exist and are continuous. Its local flow from Local flows by a contraction argument is jointly in , and satisfies and . For two such fields define their bracket by . If on a neighborhood and all local maps stay there, then and their local flows commute: whenever both sides are defined.
Facts & Assumptions
Given: The stated Euclidean domains and regularity; for use the local contraction flow of Local flows by a contraction argument, and for construct the flow directly in step 1.1.
Local flows by a contraction argument: for , a continuous-derivative vector field has a unique local flow, a Volterra integral equation, locally Lipschitz dependence on initial data, and the local flow law.
The chain rule for total derivatives: : for totally differentiable maps, at the corresponding point.
A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion and Newton–Leibniz needs only continuity on , differentiability on , and a Riemann-integrable extension of the interior derivative: continuous coefficient functions are integrable on compact intervals, and an integrable interior derivative evaluates by its endpoint increment.
Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line and Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous: a closed bounded Euclidean ball is compact, and continuous finite-dimensional derivative fields on it are uniformly continuous.
and for with the Euclidean metric are complete, componentwise from the Cauchy criterion in : every Euclidean Cauchy sequence in a finite-dimensional real coordinate space converges. Consequently, continuous curves into the finite-dimensional matrix and bilinear-map spaces below are complete in the supremum operator norm: a supremum-Cauchy sequence is coordinatewise uniformly Cauchy, its coordinate limits are continuous by uniform convergence, and the bounds and turn coordinatewise uniform convergence into uniform operator-norm convergence.
A contraction of a nonempty complete metric space into itself has exactly one fixed point, the limit of the iterates from any starting point: a contraction from a nonempty complete metric space to itself has a unique fixed point.
If all partial derivatives exist on a neighbourhood and are continuous at a point, then the map is totally differentiable there with Jacobian derivative: if all first partial derivatives of a map exist on a neighborhood and are continuous at a point, the map is totally differentiable there with the Jacobian as derivative.
Proof
Given: In the case , choose a compact closed ball inside the field domain and a time interval so all flow points and line segments used below remain in . By [F4], is compact; continuity of and makes and finite. Shrink so . Write for real matrices acting as linear maps on , and write for bilinear maps. Matrix and bilinear-map norms are operator norms induced by the Euclidean norm; vector-valued integrals are componentwise Riemann integrals.
For , define as the singleton consisting of the empty coordinate tuple, denoted , with its unique vector-space structure and norm . Its open subsets are empty or the singleton; the empty domain has no initial point and all assertions there are vacuous. On the singleton both fields necessarily equal zero. Define for every real . These are the unique solution curves and satisfy the flow law. Every map into this zero vector space has the unique zero linear map as total derivative, since its differentiability remainder is identically zero; iterating gives continuous derivatives through order two. Thus the flows are jointly , is the unique endomorphism of , which is also its identity , and . The bracket and both transport expressions are zero, and both flow compositions are the identity. This proves every assertion for without invoking the positive-dimensional suppliers. In the remaining steps assume .
For near put . The integral equations from [F1] and the one-variable fundamental theorem applied to give The segments lie in after shrinking the initial ball and time interval. The local Lipschitz estimate in [F1] gives . Uniform continuity of on from [F4] makes converge uniformly to as .
Let and let with the supremum operator norm. This space is complete: for a supremum-Cauchy sequence , each matrix entry at each is Cauchy because ; [F5] applied to the entries gives a pointwise matrix limit , and the uniform Cauchy estimate passed to each entry gives uniform convergence of all entries. Each limit entry is continuous by the argument for uniform limits of continuous functions. The finite-coordinate bound then gives uniform operator-norm convergence, so . The space is nonempty because it contains the constant zero matrix curve. Put and define . It maps into itself and is a contraction with constant at most . By [F6], it has a unique fixed point . Define . Subtracting the integral equations and writing the integrand difference as gives , by step 1.2 and uniform continuity of on . Thus . The continuous integrand in the equation for has average over tending to its value at : the quotient error is at most , which tends to zero. Thus and .
Write and . Subtracting their integral equations gives , where , , , and . The line-segment chain rule and Newton–Leibniz supplier claims in [F2]–[F3], applied entrywise to along the segment from to , give the exact formula and therefore . By [F1], ; the integral equation gives . Absorbing the first integral using yields uniformly in time. Uniform continuity of on , the same line-segment formula, and from step 2.1 now give uniformly, and hence . For each base point , define with the supremum bilinear-operator norm. The coordinatewise completeness proof of step 2.1 applies with coefficients, so is complete; it is nonempty because it contains the zero bilinear-map curve. The map is a contraction with constant at most on . By [F6] it has a unique fixed point . Subtracting its equation evaluated at from the equation for gives with , so . Therefore , and is the second derivative . Its equation makes it bilinear. The coefficients, forcing, , and vary continuously in uniformly for ; for fixed-point maps with contraction constant , . The integral equation gives continuity in as well. Thus the second derivatives in are continuous.
Let and . By [F2] and the variational equation, and . The identity makes solve this same linear equation with ; uniqueness from the contraction argument gives .
On the open interior of the chosen time and initial-point neighborhood, step 2.1 gives and , while step 3.1 gives the continuous second derivative . The chain rule [F2] applied to gives , and the variational equation gives ; also . Hence all first- and second-order coordinate partial derivatives of exist and are continuous there. Apply [F7] pointwise first to and then to its first-derivative map: its Jacobian is the matrix of first partials, and the Jacobian of that map is the continuous array of second partials. Thus is jointly .
For fixed , the curve has derivative by step 3.2, and starts at . It is therefore the -flow from that initial point; IVP uniqueness from [F1] yields .
Depends on
Local flows by a contraction argument
The chain rule for total derivatives:
A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion
Newton–Leibniz needs only continuity on , differentiability on , and a Riemann-integrable extension of the interior derivative
Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line
Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous
and for with the Euclidean metric are complete, componentwise from the Cauchy criterion in
A contraction of a nonempty complete metric space into itself has exactly one fixed point, the limit of the iterates from any starting point
If all partial derivatives exist on a neighbourhood and are continuous at a point, then the map is totally differentiable there with Jacobian derivative