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mathematics 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 ...
, the regulated integral is a definition of integration for regulated functions, which are defined to be uniform limits of
step function In mathematics, a function on the real numbers is called a step function if it can be written as a finite linear combination of indicator functions of intervals. Informally speaking, a step function is a piecewise constant function having on ...
s. The use of the regulated integral instead of the
Riemann integral In the branch of mathematics known as real analysis, the Riemann integral, created by Bernhard Riemann, was the first rigorous definition of the integral of a function on an interval. It was presented to the faculty at the University of Gö ...
has been advocated by
Nicolas Bourbaki Nicolas Bourbaki () is the collective pseudonym of a group of mathematicians, predominantly French alumni of the École normale supérieure (Paris), École normale supérieure (ENS). Founded in 1934–1935, the Bourbaki group originally intende ...
and Jean Dieudonné.


Definition


Definition on step functions

Let 'a'', ''b''be a fixed closed, bounded interval in the
real line A number line is a graphical representation of a straight line that serves as spatial representation of numbers, usually graduated like a ruler with a particular origin (geometry), origin point representing the number zero and evenly spaced mark ...
R. A real-valued function ''φ'' : 'a'', ''b''→ R is called a step function if there exists a finite partition :\Pi = \ of 'a'', ''b''such that ''φ'' is constant on each
open Open or OPEN may refer to: Music * Open (band), Australian pop/rock band * The Open (band), English indie rock band * ''Open'' (Blues Image album), 1969 * ''Open'' (Gerd Dudek, Buschi Niebergall, and Edward Vesala album), 1979 * ''Open'' (Go ...
interval (''t''''i'', ''t''''i''+1) of Π; suppose that this constant value is ''c''''i'' ∈ R. Then, define the integral of a step function ''φ'' to be :\int_a^b \varphi(t) \, \mathrm t := \sum_^ c_i , t_ - t_i , . It can be shown that this definition is independent of the choice of partition, in that if Π1 is another partition of 'a'', ''b''such that ''φ'' is constant on the open intervals of Π1, then the numerical value of the integral of ''φ'' is the same for Π1 as for Π.


Extension to regulated functions

A function ''f'' : 'a'', ''b''→ R is called a regulated function if it is the uniform limit of a sequence of step functions on 'a'', ''b'' * there is a sequence of step functions (''φ''''n'')''n''∈N such that as ''n'' → ∞; or, equivalently, * for all ''ε'' > 0, there exists a step function ''φ''''ε'' such that , , ''φ''''ε'' − ''f'' , , < ''ε''; or, equivalently, * ''f'' lies in the closure of the space of step functions, where the closure is taken in the space of all
bounded function In mathematics, a function f defined on some set X with real or complex values is called bounded if the set of its values (its image) is bounded. In other words, there exists a real number M such that :, f(x), \le M for all x in X. A functi ...
s 'a'', ''b''→ R and with respect to the
supremum norm In mathematical analysis, the uniform norm (or ) assigns, to real- or complex-valued bounded functions defined on a set , the non-negative number :\, f\, _\infty = \, f\, _ = \sup\left\. This norm is also called the , the , the , or, when t ...
, ,  ⋅ , , ; or equivalently, * for every , the right-sided limit *::f(t+) = \lim_ f(s) *:exists, and, for every , the left-sided limit *::f(t-) = \lim_ f(s) *:exists as well. Define the integral of a regulated function ''f'' to be :\int_^ f(t) \, \mathrm t := \lim_ \int_^ \varphi_ (t) \, \mathrm t, where (''φ''''n'')''n''∈N is any sequence of step functions that converges uniformly to ''f''. One must check that this limit exists and is independent of the chosen sequence, but this is an immediate consequence of the
continuous linear extension Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous g ...
theorem of elementary functional analysis: a
bounded linear operator In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y. If X and Y are normed vector ...
''T''0 defined on a
dense Density (volumetric mass density or specific mass) is the ratio of a substance's mass to its volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' (or ''d'') can also be use ...
linear subspace In mathematics, the term ''linear'' is used in two distinct senses for two different properties: * linearity of a ''function (mathematics), function'' (or ''mapping (mathematics), mapping''); * linearity of a ''polynomial''. An example of a li ...
''E''0 of a
normed linear space The Ateliers et Chantiers de France (ACF, Workshops and Shipyards of France) was a major shipyard that was established in Dunkirk, France, in 1898. The shipyard boomed in the period before World War I (1914–18), but struggled in the inter-war p ...
''E'' and taking values in a Banach space ''F'' extends uniquely to a bounded linear operator ''T'' : ''E'' → ''F'' with the same (finite)
operator norm In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces. Inform ...
.


Properties of the regulated integral

* The integral is a
linear operator In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
: for any regulated functions ''f'' and ''g'' and constants ''α'' and ''β'', *::\int_^ \alpha f(t) + \beta g(t) \, \mathrm t = \alpha \int_^ f(t) \, \mathrm t + \beta \int_^ g(t) \, \mathrm t. * The integral is also a
bounded operator In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y. If X and Y are normed vector ...
: every regulated function ''f'' is bounded, and if ''m'' ≤ ''f''(''t'') ≤ ''M'' for all ''t'' ∈ 'a'', ''b'' then *::m , b - a , \leq \int_^ f(t) \, \mathrm t \leq M , b - a , . *: In particular: *::\left, \int_^ f(t) \, \mathrm t \ \leq \int_^ , f(t) , \, \mathrm t. * Since step functions are integrable and the integrability and the value of a Riemann integral are compatible with uniform limits, the regulated integral is a special case of the Riemann integral.


Extension to functions defined on the whole real line

It is possible to extend the definitions of step function and regulated function and the associated integrals to functions defined on the whole
real line A number line is a graphical representation of a straight line that serves as spatial representation of numbers, usually graduated like a ruler with a particular origin (geometry), origin point representing the number zero and evenly spaced mark ...
. However, care must be taken with certain technical points: * the partition on whose open intervals a step function is required to be constant is allowed to be a countable set, but must be a
discrete set In mathematics, a point (topology), point is called an isolated point of a subset (in a topological space ) if is an element of and there exists a Neighborhood (mathematics), neighborhood of that does not contain any other points of . This i ...
, i.e. have no
limit point In mathematics, a limit point, accumulation point, or cluster point of a set S in a topological space X is a point x that can be "approximated" by points of S in the sense that every neighbourhood of x contains a point of S other than x itself. A ...
s; * the requirement of uniform convergence must be loosened to the requirement of uniform convergence on compact sets, i.e. closed and bounded intervals; * not every
bounded function In mathematics, a function f defined on some set X with real or complex values is called bounded if the set of its values (its image) is bounded. In other words, there exists a real number M such that :, f(x), \le M for all x in X. A functi ...
is integrable (e.g. the function with constant value 1). This leads to a notion of local integrability.


Extension to vector-valued functions

The above definitions go through ''
mutatis mutandis ''Mutatis mutandis'' is a Medieval Latin phrase meaning "with things changed that should be changed" or "once the necessary changes have been made", literally: having been changed, going to be changed. It continues to be seen as a foreign-origin ...
'' in the case of functions taking values in a
Banach space In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
''X''.


See also

*
Lebesgue integral In mathematics, the integral of a non-negative Function (mathematics), function of a single variable can be regarded, in the simplest case, as the area between the Graph of a function, graph of that function and the axis. The Lebesgue integral, ...
*
Riemann integral In the branch of mathematics known as real analysis, the Riemann integral, created by Bernhard Riemann, was the first rigorous definition of the integral of a function on an interval. It was presented to the faculty at the University of Gö ...


References

* * {{Functional Analysis Definitions of mathematical integration