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In differential geometry, Stokes' theorem (also called the generalized Stokes' theorem) is a statement about the integration of differential forms on manifolds, which generalizes several theorems from vector calculus. William Thomson first discovered the result and communicated it to George Stokes in July 1850.[1] Stokes set the theorem as a question on the 1854 Smith's Prize exam, which led to the result bearing his name.
The fundamental theorem of calculus states that the integral of a function f over the interval [a, b] can be calculated by finding an antiderivative F of f:
Stokes' theorem is a vast generalization of this theorem in the following sense.
. In the parlance of differential forms, this is saying that f(x) dx is the exterior derivative of the 0-form, i.e. function, F: dF = f dx. The general Stokes theorem applies to higher differential forms ω instead of F.So the fundamental theorem reads:
Let Ω be an oriented smooth manifold of dimension n and let
be an n-differential form that is compactly supported on Ω. First, suppose that α is compactly supported in the domain of a single, oriented coordinate chart {U, φ}. In this case, we define the integral of
over Ω as
i.e., via the pullback of α to Rn.
More generally, the integral of
over Ω is defined as follows: Let {ψi} be a partition of unity associated with a locally finite cover {Ui, φi} of (consistently oriented) coordinate charts, then define the integral
where each term in the sum is evaluated by pulling back to Rn as described above. This quantity is well-defined; that is, it does not depend on the choice of the coordinate charts, nor the partition of unity.
Stokes' theorem reads: If ω is an (n − 1)-form with compact support on Ω and
denotes the boundary of Ω with its induced orientation, then
Here
is the exterior derivative, which is defined using the manifold structure only. On the r.h.s., a circle is sometimes used within the integral sign to stress the fact that the (n-1)-manifold
is closed. [2] The r.h.s. of the equation is often used to formulate integral laws; the l.h.s. then leads to equivalent differential formulations (see below).
The theorem is often used in situations where Ω is an embedded oriented submanifold of some bigger manifold on which the form ω is defined.
A proof becomes particularly simple if the submanifold Ω is a so-called "normal manifold", as in the figure on the r.h.s., which can be segmented into vertical stripes (e.g. parallel to the xn direction), such that after a partial integration concerning this variable, nontrivial contributions come only from the upper and lower boundary surfaces (coloured in yellow and red, repectively), where the complementary mutual orientations are visible through the arrows.
Let M be a smooth manifold. A smooth singular k-simplex of M is a smooth map from the standard simplex in Rk to M. The free abelian group, Sk, generated by singular k-simplices is said to consist of singular k-chains of M. These groups, together with boundary map, ∂, define a chain complex. The corresponding homology (resp. cohomology) is called the smooth singular homology (resp. cohomology) of M.
On the other hand, the differential forms, with exterior derivative, d, as the connecting map, form a cochain complex, which defines de Rham cohomology.
Differential k-forms can be integrated over a k-simplex in a natural way, by pulling back to Rk. Extending by linearity allows one to integrate over chains. This gives a linear map from the space of k-forms to the k-th group in the singular cochain, Sk*, the linear functionals on Sk. In other words, a k-form
defines a functional
on the k-chains. Stokes' theorem says that this is a chain map from de Rham cohomology to singular cohomology; the exterior derivative, d, behaves like the dual of ∂ on forms. This gives a homomorphism from de Rham cohomology to singular cohomology. On the level of forms, this means:
, have zero integral over boundaries, i.e. for manifolds that can be written as
, and
, have zero integral over cycles, i.e. if the boundaries sum up to the empty set:
.De Rham's theorem shows that this homomorphism is in fact an isomorphism. So the converse to 1 and 2 above hold true. In other words, if {ci} are cycles generating the k-th homology group, then for any corresponding real numbers, {ai}, there exist a closed form,
, such that:
and this form is unique up to exact forms.
To simplify these topological reasonings, it is worthwhile to consider the underlying principle by a drawing for d=2 dimensions: In the most simple form the essential idea can be understood by the diagram on the left, which says that by "oriented tiling of a manifold" the interior paths compensate each other pairwise because of "opposite directions". As a consequence, only the edge contributions of a closed path remain.
In the left hand side of the sketch one sees four small, identically oriented tiles. The "interior paths" shown run in opposite directions; their contributions to the path integral thus compensate each other pairwise. As a consequence, only the contribution from the edge curve remains.
It thus suffices to prove Stokes' theorem for sufficiently fine tilings, which usually is not difficult. Of course, simplices (triangles) can be replaced by tiles.
The general form of the Stokes theorem using differential forms is more powerful and easier to use than the special cases. Because in Cartesian coordinates the traditional versions can be formulated without the machinery of differential geometry they are more accessible, older and have familiar names. The traditional forms are often considered more convenient by practicing scientists and engineers but the non-naturalness of the traditional formulation becomes apparent when using other coordinate systems, even familiar ones like spherical or cylindrical coordinates. There is potential for confusion in the way names are applied, and the use of dual formulations.
and the "normal" vector n.
This is a (dualized) 1+1 dimensional case, for a 1-form (dualized because it is a statement about vector fields). This special case is often just referred to as the Stokes' theorem in many introductory university vector calculus courses. It is also sometimes known as the curl theorem.
The classical Kelvin-Stokes theorem:
which relates the surface integral of the curl of a vector field over a surface Σ in Euclidean three-space to the line integral of the vector field over its boundary, is a special case of the general Stokes theorem (with n = 2) once we identify a vector field with a 1 form using the metric on Euclidean three-space. The curve of the line integral, ∂Σ, must have positive orientation, meaning that dr points counterclockwise when the surface normal, dΣ, points toward the viewer, following the right-hand rule.
One consequence of the formula is that the field lines of a vector field with zero curl cannot be closed contours.
The formula can be rewritten as:
where P, Q and R are the components of F.