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mathematical Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
field of geometric measure theory, the coarea formula expresses the
integral In mathematics, an integral is the continuous analog of a Summation, sum, which is used to calculate area, areas, volume, volumes, and their generalizations. Integration, the process of computing an integral, is one of the two fundamental oper ...
of a function over an
open set In mathematics, an open set is a generalization of an Interval (mathematics)#Definitions_and_terminology, open interval in the real line. In a metric space (a Set (mathematics), set with a metric (mathematics), distance defined between every two ...
in
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
in terms of integrals over the
level set In mathematics, a level set of a real-valued function of real variables is a set where the function takes on a given constant value , that is: : L_c(f) = \left\~. When the number of independent variables is two, a level set is call ...
s of another function. A special case is
Fubini's theorem In mathematical analysis, Fubini's theorem characterizes the conditions under which it is possible to compute a double integral by using an iterated integral. It was introduced by Guido Fubini in 1907. The theorem states that if a function is L ...
, which says under suitable hypotheses that the integral of a function over the region enclosed by a rectangular box can be written as the iterated integral over the level sets of the coordinate functions. Another special case is integration in
spherical coordinates In mathematics, a spherical coordinate system specifies a given point in three-dimensional space by using a distance and two angles as its three coordinates. These are * the radial distance along the line connecting the point to a fixed point ...
, in which the integral of a function on R''n'' is related to the integral of the function over spherical shells: level sets of the radial function. The formula plays a decisive role in the modern study of isoperimetric problems. For
smooth function In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives (''differentiability class)'' it has over its domain. A function of class C^k is a function of smoothness at least ; t ...
s the formula is a result in
multivariate calculus Multivariable calculus (also known as multivariate calculus) is the extension of calculus in one variable to calculus with functions of several variables: the differentiation and integration of functions involving multiple variables ('' mult ...
which follows from a change of variables. More general forms of the formula for
Lipschitz function In mathematical analysis, Lipschitz continuity, named after German mathematician Rudolf Lipschitz, is a strong form of uniform continuity for functions. Intuitively, a Lipschitz continuous function is limited in how fast it can change: there e ...
s were first established by
Herbert Federer Herbert Federer (July 23, 1920 – April 21, 2010) was an American mathematician. He is one of the creators of geometric measure theory, at the meeting point of differential geometry and mathematical analysis.Parks, H. (2012''Remembering Herbert F ...
, and for ' functions by . A precise statement of the formula is as follows. Suppose that Ω is an open set in \R^n and ''u'' is a real-valued
Lipschitz function In mathematical analysis, Lipschitz continuity, named after German mathematician Rudolf Lipschitz, is a strong form of uniform continuity for functions. Intuitively, a Lipschitz continuous function is limited in how fast it can change: there e ...
on Ω. Then, for an L1 function ''g'', :\int_\Omega g(x) , \nabla u(x), \, dx = \int_ \left(\int_g(x)\,dH_(x)\right)\,dt where ''H''''n''−1 is the (''n'' − 1)-dimensional
Hausdorff measure In mathematics, Hausdorff measure is a generalization of the traditional notions of area and volume to non-integer dimensions, specifically fractals and their Hausdorff dimensions. It is a type of outer measure, named for Felix Hausdorff, that assi ...
. In particular, by taking ''g'' to be one, this implies :\int_\Omega , \nabla u, = \int_^\infty H_(u^(t))\,dt, and conversely the latter equality implies the former by standard techniques in
Lebesgue integration In mathematics, the integral of a non-negative function of a single variable can be regarded, in the simplest case, as the area between the graph of that function and the axis. The Lebesgue integral, named after French mathematician Henri L ...
. More generally, the coarea formula can be applied to Lipschitz functions ''u'' defined in \Omega \subset \R^n, taking on values in \R^k where ''k'' ≤ ''n''. In this case, the following identity holds :\int_\Omega g(x) , J_k u(x), \, dx = \int_ \left(\int_g(x)\,dH_(x)\right)\,dt where ''Jku'' is the ''k''-dimensional Jacobian of ''u'' whose determinant is given by :, J_k u(x), = \left(\right)^.


Applications

* Taking ''u''(''x'') = , ''x'' − ''x''0, gives the formula for integration in spherical coordinates of an integrable function ''f'': ::\int_f\,dx = \int_0^\infty\left\\,dr. * Combining the coarea formula with the isoperimetric inequality gives a proof of the Sobolev inequality for ''W''1,1 with best constant: ::\left(\int_ , u, ^\right)^\le n^\omega_n^\int_, \nabla u, :where \omega_n is the volume of the
unit ball Unit may refer to: General measurement * Unit of measurement, a definite magnitude of a physical quantity, defined and adopted by convention or by law **International System of Units (SI), modern form of the metric system **English units, histo ...
in \R^n.


See also

*
Sard's theorem In mathematics, Sard's theorem, also known as Sard's lemma or the Morse–Sard theorem, is a result in mathematical analysis that asserts that the set of critical values (that is, the image of the set of critical points) of a smooth function ' ...
* Smooth coarea formula


References

*. *. * *{{citation, last1=Malý, first1=J, last2=Swanson, first2=D, last3=Ziemer, first3=W, title=The co-area formula for Sobolev mappings, journal=Transactions of the American Mathematical Society, year=2002, volume=355, pages=477–492, url=https://www.ams.org/tran/2003-355-02/S0002-9947-02-03091-X/S0002-9947-02-03091-X.pdf, format=PDF, doi=10.1090/S0002-9947-02-03091-X, issue=2, doi-access=free. Measure theory