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Within differential calculus, in many applications, one needs to calculate the rate of change of a
volume Volume is a measure of occupied three-dimensional space. It is often quantified numerically using SI derived units (such as the cubic metre and litre) or by various imperial or US customary units (such as the gallon, quart, cubic inch). Th ...
or
surface integral In mathematics, particularly multivariable calculus, a surface integral is a generalization of multiple integrals to integration over surfaces. It can be thought of as the double integral analogue of the line integral. Given a surface, on ...
whose domain of
integration Integration may refer to: Biology * Multisensory integration * Path integration * Pre-integration complex, viral genetic material used to insert a viral genome into a host genome *DNA integration, by means of site-specific recombinase technolo ...
, as well as the
integrand In mathematics, an integral assigns numbers to functions in a way that describes displacement, area, volume, and other concepts that arise by combining infinitesimal data. The process of finding integrals is called integration. Along with ...
, are
functions Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-orie ...
of a particular parameter. In physical applications, that parameter is frequently
time Time is the continued sequence of existence and events that occurs in an apparently irreversible succession from the past, through the present, into the future. It is a component quantity of various measurements used to sequence events, t ...
''t''.


Introduction

The rate of change of one-dimensional integrals with sufficiently
smooth Smooth may refer to: Mathematics * Smooth function, a function that is infinitely differentiable; used in calculus and topology * Smooth manifold, a differentiable manifold for which all the transition maps are smooth functions * Smooth algebrai ...
integrands, is governed by this
extension Extension, extend or extended may refer to: Mathematics Logic or set theory * Axiom of extensionality * Extensible cardinal * Extension (model theory) * Extension (predicate logic), the set of tuples of values that satisfy the predicate * Ext ...
of the
fundamental theorem of calculus The fundamental theorem of calculus is a theorem that links the concept of differentiating a function (calculating its slopes, or rate of change at each time) with the concept of integrating a function (calculating the area under its graph, ...
: :\frac\int_^f\left( t,x\right) dx= \int_^\fracdx+f\left( t,b\left( t\right) \right) b^\left( t\right) -f\left( t,a\left( t\right) \right) a^\left( t\right) The
calculus of moving surfaces The calculus of moving surfaces (CMS) is an extension of the classical tensor calculus to deforming manifolds. Central to the CMS is the Tensorial Time Derivative \dot whose original definition J. Hadamard, Leçons Sur La Propagation Des Ondes ...
Grinfeld, P. (2010). "Hamiltonian Dynamic Equations for Fluid Films". Studies in Applied Mathematics. . . provides analogous
formulas In science, a formula is a concise way of expressing information symbolically, as in a mathematical formula or a ''chemical formula''. The informal use of the term ''formula'' in science refers to the general construct of a relationship betwe ...
for volume integrals over Euclidean domains, and surface integrals over
differential geometry of surfaces In mathematics, the differential geometry of surfaces deals with the differential geometry of smooth surfaces with various additional structures, most often, a Riemannian metric. Surfaces have been extensively studied from various perspectiv ...
, curved surfaces, including integrals over curved surfaces with moving contour boundaries.


Volume integrals

Let ''t'' be a time-like
parameter A parameter (), generally, is any characteristic that can help in defining or classifying a particular system (meaning an event, project, object, situation, etc.). That is, a parameter is an element of a system that is useful, or critical, when ...
and consider a time-dependent
domain Domain may refer to: Mathematics *Domain of a function, the set of input values for which the (total) function is defined ** Domain of definition of a partial function **Natural domain of a partial function **Domain of holomorphy of a function *Do ...
Ω with a smooth
surface A surface, as the term is most generally used, is the outermost or uppermost layer of a physical object or space. It is the portion or region of the object that can first be perceived by an observer using the senses of sight and touch, and is t ...
boundary ''S''. Let ''F'' be a time-dependent
invariant Invariant and invariance may refer to: Computer science * Invariant (computer science), an expression whose value doesn't change during program execution ** Loop invariant, a property of a program loop that is true before (and after) each iteratio ...
field defined in the interior of Ω. Then the rate of change of the
integral In mathematics, an integral assigns numbers to functions in a way that describes displacement, area, volume, and other concepts that arise by combining infinitesimal data. The process of finding integrals is called integration. Along with ...
\int_\Omega F \, d\Omega is governed by the following law: : \frac \int_\Omega F \, d\Omega =\int_\Omega \frac \, d\Omega + \int_S CF \, dS where ''C'' is the velocity of the interface. The velocity of the interface ''C'' is the fundamental concept in the
calculus of moving surfaces The calculus of moving surfaces (CMS) is an extension of the classical tensor calculus to deforming manifolds. Central to the CMS is the Tensorial Time Derivative \dot whose original definition J. Hadamard, Leçons Sur La Propagation Des Ondes ...
. In the above equation, ''C'' must be expressed with respect to the exterior
normal Normal(s) or The Normal(s) may refer to: Film and television * ''Normal'' (2003 film), starring Jessica Lange and Tom Wilkinson * ''Normal'' (2007 film), starring Carrie-Anne Moss, Kevin Zegers, Callum Keith Rennie, and Andrew Airlie * ''Norma ...
. This law can be considered as the generalization of the
fundamental theorem of calculus The fundamental theorem of calculus is a theorem that links the concept of differentiating a function (calculating its slopes, or rate of change at each time) with the concept of integrating a function (calculating the area under its graph, ...
.


Surface integrals

A related law governs the rate of change of the
surface integral In mathematics, particularly multivariable calculus, a surface integral is a generalization of multiple integrals to integration over surfaces. It can be thought of as the double integral analogue of the line integral. Given a surface, on ...
: \int_S F \, dS The law reads : \frac \int_S F \, dS = \int_S \frac \, dS - \int_S CB^\alpha_\alpha F \, dS where the / t-
derivative In mathematics, the derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value). Derivatives are a fundamental tool of calculus. ...
is the fundamental
operator Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another ...
in the
calculus of moving surfaces The calculus of moving surfaces (CMS) is an extension of the classical tensor calculus to deforming manifolds. Central to the CMS is the Tensorial Time Derivative \dot whose original definition J. Hadamard, Leçons Sur La Propagation Des Ondes ...
, originally proposed by
Jacques Hadamard Jacques Salomon Hadamard (; 8 December 1865 – 17 October 1963) was a French mathematician who made major contributions in number theory, complex analysis, differential geometry and partial differential equations. Biography The son of a tea ...
. B^\alpha _\alpha is the trace of the mean curvature tensor. In this law, ''C'' need not be expression with respect to the exterior normal, as long as the choice of the normal is consistent for ''C'' and B^\alpha_\alpha. The first term in the above equation captures the rate of change in ''F'' while the second corrects for expanding or shrinking area. The fact that mean curvature represents the rate of change in area follows from applying the above equation to F\equiv 1 since \int_S \, dS is area: : \frac \int_S \, dS = -\int_S CB^\alpha_\alpha \, dS The above equation shows that mean curvature B^\alpha_\alpha can be appropriately called the ''shape gradient'' of area. An evolution governed by :C\equiv B^\alpha_\alpha is the popular
mean curvature flow In the field of differential geometry in mathematics, mean curvature flow is an example of a geometric flow of hypersurfaces in a Riemannian manifold (for example, smooth surfaces in 3-dimensional Euclidean space). Intuitively, a family of s ...
and represents
steepest descent In mathematics, gradient descent (also often called steepest descent) is a first-order iterative optimization algorithm for finding a local minimum of a differentiable function. The idea is to take repeated steps in the opposite direction of t ...
with respect to area. Note that for a
sphere A sphere () is a Geometry, geometrical object that is a solid geometry, three-dimensional analogue to a two-dimensional circle. A sphere is the Locus (mathematics), set of points that are all at the same distance from a given point in three ...
of radius ''R'', B^\alpha_\alpha = -2/R, and for a
circle A circle is a shape consisting of all points in a plane that are at a given distance from a given point, the centre. Equivalently, it is the curve traced out by a point that moves in a plane so that its distance from a given point is const ...
of radius ''R'', B^\alpha_\alpha = -1/R with respect to the exterior normal.


Surface integrals with moving contour boundaries

Suppose that ''S'' is a moving surface with a moving contour γ. Suppose that the velocity of the contour γ with respect to ''S'' is ''c''. Then the rate of change of the time dependent integral: : \int_S F \, dS is : \frac \int_S F \, dS = \int_S \frac \, dS - \int_S CB_\alpha^\alpha F \, dS + \int_\gamma c \, d\gamma The last term captures the change in area due to annexation, as the figure on the right illustrates.


References

{{reflist Differential calculus Integral calculus