(mathematics) An integral over a subset of n-dimensional space.
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(mathematics) An integral over a subset of n-dimensional space.
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The multiple integral is a type of definite integral extended to functions of more than one real variable, for example, ƒ(x, y) or ƒ(x, y, z).
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Just as the definite integral of a positive function of one variable represents the area of the region between the graph of the function and the x-axis, the double integral of a positive function of two variables represents the volume of the region between the surface defined by the function (on the three dimensional Cartesian plane where z = ƒ(x, y)) and the plane which contains its domain. (Note that the same volume can be obtained via the triple integral—the integral of a function in three variables—of the constant function ƒ(x, y, z) = 1 over the above-mentioned region between the surface and the plane.) If there are more variables, a multiple integral will yield hypervolumes of multi-dimensional functions.
Multiple integration of a function in n variables: f(x1, x2, ..., xn) over a domain D is most commonly represented by nesting integral signs in the reverse order of execution (the leftmost integral sign is computed last) proceeded by the function and integrand arguments in proper order (the rightmost argument is computed last). The domain of integration is either represented symbolically for every integrand over each integral sign, or is often abbreviated by a variable at the rightmost integral sign:

Since the concept of an antiderivative is only defined for functions of a single real variable, the usual definition of the indefinite integral does not immediately extend to the multiple integral.
Let n be an integer greater than 1. Consider a so-called half-open n-dimensional rectangle (from here on simply called rectangle). For a plane, n = 2, and the multiple integral is just a double integral.

Divide each interval (ai, bi) into a finite number of non-overlapping subintervals, with each subinterval closed at the left end, and open at the right end. Denote such a subinterval by Ii. Then, the family of subrectangles of the form

is a partition of T that is, the subrectangles C are non-overlapping and their union is T. The diameter of a subrectangle C is, by definition, the largest of the lengths of the intervals whose product is C, and the diameter of a given partition of T is defined as the largest of the diameters of the subrectangles in the partition.
Let f : T → R be a function defined on a rectangle T. Consider a partition

of T defined as above, where m is a positive integer. A Riemann sum is a sum of the form

where for each k the point Pk is in Ck and m(Ck) is the product of the lengths of the intervals whose Cartesian product is Ck.
The function f is said to be Riemann integrable if the limit

exists, where the limit is taken over all possible partitions of T of diameter at most δ. If f is Riemann integrable, S is called the Riemann integral of f over T and is denoted

The Riemann integral of a function defined over an arbitrary bounded n-dimensional set can be defined by extending that function to a function defined over a half-open rectangle whose values are zero outside the domain of the original function. Then, the integral of the original function over the original domain is defined to be the integral of the extended function over its rectangular domain, if it exists.
In what follows the Riemann integral in n dimensions will be called multiple integral.
Multiple integrals have many of the same properties of integrals of functions of one variable (linearity, additivity, monotonicity, etc.). Moreover, just as in one variable, one can use the multiple integral to find the average of a function over a given set. More specifically, given a set D ⊆ Rn and an integrable function f over D, the average value of f over its domain is given by

where m(D) is the measure of D.
In the case of T ⊆ R2, the integral

is the double integral of f on T, and if T ⊆ R3 the integral

is the triple integral of f on T.
Notice that, by convention, the double integral has two integral signs, and the triple integral has three; this is just notational convenience, and comes handy when computing a multiple integral as an iterated integral (as shown later in the article).
The resolution of problems with multiple integrals consists in most of cases in finding the way to reduce the multiple integral to a series of integrals of one variable, each being directly solvable.
Sometimes, it is possible to obtain the result of the integration without any direct calculations.
In the case of a constant function, the result is straightforward: simply multiply the measure by the constant function c. If c = 1, and is integrated over a subregion of R2 the product gives the area of the region, while in R3 it is the volume of the region.
and 

In the case of a domain where there are symmetries respecting at least one of the axes and where the function has at least one parity in respect to a variable, the integral becomes null (the sum of opposite and equal values is null).
It is sufficient that – in functions on Rn – the dependent variable is odd with the symmetric axis.

Formulae of reduction use the concept of simple domain to make possible the decomposition of the multiple integral as a product of other one-variable integrals. These have to be solved from the right to the left considering the other variables as constants (which is the same procedure as the calculus of partial derivatives).
If D is a measurable domain perpendicular to the x-axis and
is a continuous function; then α(x) and β(x) (defined on the interval [a, b]) are the two functions that determine D. Then:

If D is a measurable domain perpendicular to the y-axis and
is a continuous function; then α(y) and β(y) (defined on the interval [a, b]) are the two functions that determine D. Then:

(please see the graphic in the example). Calculate

![\iint_D (x+y) \, dx \, dy = \int_0^1 dx \int_{x^2}^1 (x+y) \, dy = \int_0^1 dx \ \left[xy \ + \ \frac{y^2}{2} \ \right]^1_{x^2}](http://wpcontent.answers.com/math/f/f/4/ff4d386965a9c8fabec18293b36b2e3e.png)
![\int_0^1 \left[xy \ + \ \frac{y^2}{2} \ \right]^1_{x^2} \, dx = \int_0^1 \left(x + \frac{1}{2} - x^3 - \frac{x^4}{2} \right) dx = \cdots = \frac{13}{20}.](http://wpcontent.answers.com/math/2/0/0/200b71e89038e46788dd32427fe687f9.png)

The extension of these formulae to triple integrals should be apparent:
T is a domain perpendicular to the xy-plane respect to the α (x,y) and β(x,y) functions. Then:

(this definition is the same for the other five normality cases on R3).
The limits of integration are often not easily interchangeable (without normality or with complex formulae to integrate), one makes a change of variables to rewrite the integral in a more "comfortable" region, which can be described in simpler formulae. To do so, the function must be adapted to the new coordinates.
;
therefore 
.There exist three main "kinds" of changes of variable (one in R2, two in R3); however, a suitable substitution can be found using the same principle in a more general way.
In R2 if the domain has a circular "symmetry" and the function has some "particular" characteristics you can apply the transformation to polar coordinates (see the example in the picture) which means that the generic points P(x,y) in Cartesian coordinates switch to their respective points in polar coordinates. That allows one to change the "shape" of the domain and simplify the operations.
The fundamental relation to make the transformation is the following:

Example (2-a):


Example (2-b):


The transformation of the domain is made by defining the radius' crown length and the amplitude of the described angle to define the ρ, φ intervals starting from x, y.
Example (2-c):
, that is a circumference of radius 2; it's evident that the covered angle is the circle angle, so φ varies from 0 to 2π, while the crown radius varies from 0 to 2 (the crown with the inside radius null is just a circle).Example (2-d):
, that is the circular crown in the positive y half-plane (please see the picture in the example); note that φ describes a plane angle while ρ varies from 2 to 3. Therefore the transformed domain will be the following rectangle:
The Jacobian determinant of that transformation is the following:

which has been obtained by inserting the partial derivatives of x = ρ cos(φ), y = ρ sin(φ) in the first column respect to ρ and in the second respect to φ, so the dx dy differentials in this transformation becomes ρ dρ dφ.
Once the function is transformed and the domain evaluated, it is possible to define the formula for the change of variables in polar coordinates:

Please note that φ is valid in the [0, 2π] interval while ρ, which is a measure of a length, can only have positive values.
Example (2-e):


![\int_0^\pi \int_2^3 \rho^2 \cos \phi \ d \rho \ d \phi = \int_0^\pi \cos \phi \ d \phi \left[ \frac{\rho^3}{3} \right]_2^3 = \left[ \sin \phi \right]_0^\pi \ \left(9 - \frac{8}{3} \right) = 0.](http://wpcontent.answers.com/math/5/4/6/546138230b52f63bc50d4603a14e2882.png)
In R3 the integration on domains with a circular base can be made by the passage in cylindrical coordinates; the transformation of the function is made by the following relation:

The domain transformation can be graphically attained, because only the shape of the base varies, while the height follows the shape of the starting region.
Example (3-a):
(that is the "tube" whose base is the circular crown of the 2-d example and whose height is 5); if the transformation is applied, this region is obtained:
(that is the parallelepiped whose base is similar to the rectangle in 2-d example and whose height is 5).Because the z component is unvaried during the transformation, the dx dy dz differentials vary as in the passage in polar coordinates: therefore, they become ρ dρ dφ dz.
Finally, it is possible to apply the final formula to cylindrical coordinates:

This method is convenient in case of cylindrical or conical domains or in regions where is easy to individuate the z interval and even transform the circular base and the function.
Example (3-b):
and as integration domain this cylinder:
.


![\int_{-5}^5 dz \int_0^{2 \pi} d\phi \int_0^3 ( \rho^3 + \rho z )\, d\rho = 2 \pi \int_{-5}^5 \left[ \frac{\rho^4}{4} + \frac{\rho^2 z}{2} \right]_0^3 \, dz](http://wpcontent.answers.com/math/8/1/1/8115cf7e411162560fd4643e94b040df.png)

In R3 some domains have a spherical symmetry, so it's possible to specify the coordinates of every point of the integration region by two angles and one distance. It's possible to use therefore the passage in spherical coordinates; the function is transformed by this relation:

Note that points on z axis do not have a precise characterization in spherical coordinates, so φ can vary between 0 to π .
The better integration domain for this passage is obviously the sphere.
Example (4-a):
(sphere with radius 4 and center in the origin); applying the transformation you get this region: 



Note that the extra ρ2 and sinφ come from the Jacobian.
Note that in the following examples the roles of φ and θ have been reversed.
Example (4-b):
is the function to integrate.


![\iiint_T \rho^4 \sin \theta \, d\rho\, d\theta\, d\phi = \int_0^{\pi} \sin \phi \,d\phi \int_0^4 \rho^4 d \rho \int_0^{2 \pi} d\theta = 2 \pi \int_0^{\pi} \sin \phi \left[ \frac{\rho^5}{5} \right]_0^4 \, d \phi](http://wpcontent.answers.com/math/c/d/8/cd86ce9e84d77a2e5b861fc05cecaec7.png)
![= 2 \pi \left[ \frac{\rho^5}{5} \right]_0^4 \left[- \cos \phi \right]_0^{\pi} = 4 \pi \cdot \frac{1024}{5} = \frac{4096 \pi}{5}.](http://wpcontent.answers.com/math/4/f/9/4f9c6beb5896598bddf1fac2eb90a445.png)
Example (4-c):
) and
is the function to integrate.
.

.

). We get
, we get
![2 \pi \left[ \int 0^{9 a^2} 9 a^2 \sqrt{t} \, dt - \int 0^{9 a^2} t \sqrt{t} \, dt\right] = 2 \pi \left[9 a^2 \frac{2}{3} t^{ \frac{3}{2} } - \frac{2}{5} t^{ \frac{5}{2}} \right]_0^{9 a^2}](http://wpcontent.answers.com/math/9/3/d/93d78f2bde3634eeef666bc180a0449d.png)

See also the differential volume entry in nabla in cylindrical and spherical coordinates.
Let us assume that we wish to integrate a multivariable function f over a region A.
and 
From this we formulate the double integral

Attention is first paid to the inner integral to be integrated with respect to x, which must be integrated before integration with respect to y can be undertaken. Note that y must be taken as a constant, as it is not the variable of integration.

We then integrate the result with respect to y.

For example, the volume of the parallelepiped of sides 4 × 6 × 5 may be obtained in two ways:


Thanks to the methods previously described it is possible to demonstrate the value of the volume of some solid volumes.
![\mathrm{Volume} = \int_0^{2 \pi } d \phi \int_0^R h \rho \ d \rho = h 2 \pi \left[\frac{\rho^2}{2 }\right]_0^R = \pi R^2 h](http://wpcontent.answers.com/math/8/2/1/821e09d9880398556918e0fa9a800c58.png)

![\mathrm{Volume} = \int_0^{2 \pi }\, d \phi \int_0^{ \pi } \sin \theta\, d \theta \int_0^R \rho^2\, d \rho = 2 \pi \int_0^{ \pi } \sin \theta \frac{R^3}{3 }\, d \theta = \frac{2}{3 } \pi R^3 [- \cos \theta]_0^{ \pi } = \frac{4}{3 } \pi R^3.](http://wpcontent.answers.com/math/7/9/7/797539c5e0683771ac664a8fb6c69543.png)

![= \int_0^\ell \left[\ell^2 - 2\ell x + x^2 - \frac{ (\ell-x)^2 }{2 }\right]\, dx = \ell^3 - \ell \ell^2 + \frac{\ell^3}{3 } - \left[\frac{\ell^2}{2 } - \ell x + \frac{x^2}{2 }\right]_0^\ell =](http://wpcontent.answers.com/math/b/f/9/bf9b9a6719c748245f10988815d44783.png)


In case of unbounded domains or functions not bounded near the boundary of the domain, we have to introduce the double improper integral or the triple improper integral.
Fubini's theorem states that if

that is, if the integral is absolutely convergent, then the multiple integral will give the same result as the iterated integral,

In particular this will occur if |f(x,y)| is a bounded function and A and B are bounded sets.
If the integral is not absolutely convergent, care is needed not to confuse the concepts of multiple integral and iterated integral, especially since the same notation is often used for either concept. The notation

means, in some cases, an iterated integral rather than a true double integral. In an iterated integral, the outer integral

is the integral with respect to x of the following function of x:

A double integral, on the other hand, is defined with respect to area in the xy-plane. If the double integral exists, then it is equal to each of the two iterated integrals (either "dy dx" or "dx dy") and one often computes it by computing either of the iterated integrals. But sometimes the two iterated integrals exist when the double integral does not, and in some such cases the two iterated integrals are different numbers, i.e., one has

This is an instance of rearrangement of a conditionally convergent integral.
The notation
![\int_{[0,1]\times[0,1]} f(x,y)\,dx\,dy](http://wpcontent.answers.com/math/a/5/c/a5cf5d0317004e48f86f1124a47d68c9.png)
may be used if one wishes to be emphatic about intending a double integral rather than an iterated integral.
These integrals are used in many applications in physics.
In mechanics the moment of inertia is calculated as volume integral (that is a triple integral) of the density weighed with the square of the distance from the axis:

In electromagnetism, Maxwell's equations can be written by means of multiple integrals to calculate the total magnetic and electric fields. In the following example, the electric field produced by a distribution of charges is obtained by a triple integral of a vector function:

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