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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 ...
, a real interval is the set of all
real number In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s lying between two fixed endpoints with no "gaps". Each endpoint is either a real number or positive or negative
infinity Infinity is something which is boundless, endless, or larger than any natural number. It is denoted by \infty, called the infinity symbol. From the time of the Ancient Greek mathematics, ancient Greeks, the Infinity (philosophy), philosophic ...
, indicating the interval extends without a bound. A real interval can contain neither endpoint, either endpoint, or both endpoints, excluding any endpoint which is infinite. For example, the set of real numbers consisting of , , and all numbers in between is an interval, denoted and called the unit interval; the set of all positive real numbers is an interval, denoted ; the set of all real numbers is an interval, denoted ; and any single real number is an interval, denoted . Intervals are ubiquitous in
mathematical analysis Analysis is the branch of mathematics dealing with continuous functions, limit (mathematics), limits, and related theories, such as Derivative, differentiation, Integral, integration, measure (mathematics), measure, infinite sequences, series ( ...
. For example, they occur implicitly in the epsilon-delta definition of continuity; the intermediate value theorem asserts that the image of an interval by a continuous function is an interval;
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 ...
s of real functions are defined over an interval; etc. Interval arithmetic consists of computing with intervals instead of real numbers for providing a guaranteed enclosure of the result of a numerical computation, even in the presence of uncertainties of input data and rounding errors. Intervals are likewise defined on an arbitrary totally ordered set, such as
integers An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
or
rational numbers In mathematics, a rational number is a number that can be expressed as the quotient or fraction (mathematics), fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (for examp ...
. The notation of integer intervals is considered in the special section below.


Definitions and terminology

An ''interval'' is a
subset In mathematics, a Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they a ...
of the
real number In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s that contains all real numbers lying between any two numbers of the subset. In particular, the
empty set In mathematics, the empty set or void set is the unique Set (mathematics), set having no Element (mathematics), elements; its size or cardinality (count of elements in a set) is 0, zero. Some axiomatic set theories ensure that the empty set exi ...
\varnothing and the entire set of real numbers \R are both intervals. The ''endpoints'' of an interval are its supremum, and its infimum, if they exist as real numbers. If the infimum does not exist, one says often that the corresponding endpoint is -\infty. Similarly, if the supremum does not exist, one says that the corresponding endpoint is +\infty. Intervals are completely determined by their endpoints and whether each endpoint belong to the interval. This is a consequence of the least-upper-bound property of the real numbers. This characterization is used to specify intervals by means of ', which is described below. An ' does not include any endpoint, and is indicated with parentheses. For example, (0, 1) = \ is the interval of all real numbers greater than and less than . (This interval can also be denoted by , see below). The open interval consists of real numbers greater than , i.e., positive real numbers. The open intervals have thus one of the forms :\begin (a,b) &= \, \\ (-\infty, b) &= \, \\ (a, +\infty) &= \, \\ (-\infty, +\infty) &= \R, \\ (a,a)&=\emptyset, \end where a and b are real numbers such that a< b. In the last case, the resulting interval is the
empty set In mathematics, the empty set or void set is the unique Set (mathematics), set having no Element (mathematics), elements; its size or cardinality (count of elements in a set) is 0, zero. Some axiomatic set theories ensure that the empty set exi ...
and does not depend on . The open intervals are those intervals that are
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 ...
s for the usual topology on the real numbers. A ' is an interval that includes all its endpoints and is denoted with square brackets. For example, means greater than or equal to and less than or equal to . Closed intervals have one of the following forms in which and are real numbers such that a< b\colon :\begin \; ,b &= \, \\ \left(-\infty, b\right] &= \, \\ \left , +\infty\right) &= \, \\ (-\infty, +\infty) &= \R,\\ \left[a,a\right=\. \end The closed intervals are those intervals that are
closed set In geometry, topology, and related branches of mathematics, a closed set is a Set (mathematics), set whose complement (set theory), complement is an open set. In a topological space, a closed set can be defined as a set which contains all its lim ...
s for the usual topology on the real numbers. A ' has two endpoints and includes only one of them. It is said ''left-open'' or ''right-open'' depending on whether the excluded endpoint is on the left or on the right. These intervals are denoted by mixing notations for open and closed intervals. For example, means greater than and less than or equal to , while means greater than or equal to and less than . The half-open intervals have the form :\begin \left(a,b\right] &= \, \\ \left[a,b\right) &= \. \\ \end In summary, a set of the real numbers is an interval, if and only if it is an open interval, a closed interval, or a half-open interval. The only intervals that appear twice in the above classification are and that are both open and closed. See Definition 9.1.1. A ' is any singleton set, set consisting of a single real number (i.e., an interval of the form ). Some authors include the empty set in this definition. A real interval that is neither empty nor degenerate is said to be ''proper'', and has infinitely many elements. An interval is said to be ''left-bounded'' or ''right-bounded'', if there is some real number that is, respectively, smaller than or larger than all its elements. An interval is said to be ''bounded'', if it is both left- and right-bounded; and is said to be ''unbounded'' otherwise. Intervals that are bounded at only one end are said to be ''half-bounded''. The empty set is bounded, and the set of all reals is the only interval that is unbounded at both ends. Bounded intervals are also commonly known as ''finite intervals''. Bounded intervals are bounded sets, in the sense that their
diameter In geometry, a diameter of a circle is any straight line segment that passes through the centre of the circle and whose endpoints lie on the circle. It can also be defined as the longest Chord (geometry), chord of the circle. Both definitions a ...
(which is equal to the absolute difference between the endpoints) is finite. The diameter may be called the ''length'', ''width'', ''measure'', ''range'', or ''size'' of the interval. The size of unbounded intervals is usually defined as , and the size of the empty interval may be defined as (or left undefined). The ''centre'' (
midpoint In geometry, the midpoint is the middle point of a line segment. It is equidistant from both endpoints, and it is the centroid both of the segment and of the endpoints. It bisects the segment. Formula The midpoint of a segment in ''n''-dim ...
) of a bounded interval with endpoints and is , and its ''radius'' is the half-length . These concepts are undefined for empty or unbounded intervals. An interval is said to be ''left-open'' if and only if it contains no minimum (an element that is smaller than all other elements); ''right-open'' if it contains no maximum; and ''open'' if it contains neither. The interval , for example, is left-closed and right-open. The empty set and the set of all reals are both open and closed intervals, while the set of non-negative reals, is a closed interval that is right-open but not left-open. The open intervals are
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 ...
s of the real line in its standard topology, and form a base of the open sets. An interval is said to be ''left-closed'' if it has a minimum element or is left-unbounded, ''right-closed'' if it has a maximum or is right unbounded; it is simply ''closed'' if it is both left-closed and right closed. So, the closed intervals coincide with the
closed set In geometry, topology, and related branches of mathematics, a closed set is a Set (mathematics), set whose complement (set theory), complement is an open set. In a topological space, a closed set can be defined as a set which contains all its lim ...
s in that topology. The ''interior'' of an interval is the largest open interval that is contained in ; it is also the set of points in which are not endpoints of . The ''closure'' of is the smallest closed interval that contains ; which is also the set augmented with its finite endpoints. For any set of real numbers, the ''interval enclosure'' or ''interval span'' of is the unique interval that contains , and does not properly contain any other interval that also contains . An interval is a ''subinterval'' of interval if is a
subset In mathematics, a Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they a ...
of . An interval is a ''proper subinterval'' of if is a proper subset of . However, there is conflicting terminology for the terms ''segment'' and ''interval'', which have been employed in the literature in two essentially opposite ways, resulting in ambiguity when these terms are used. The ''Encyclopedia of Mathematics'' defines ''interval'' (without a qualifier) to exclude both endpoints (i.e., open interval) and ''segment'' to include both endpoints (i.e., closed interval), while Rudin's ''Principles of Mathematical Analysis'' calls sets of the form 'a'', ''b''''intervals'' and sets of the form (''a'', ''b'') ''segments'' throughout. These terms tend to appear in older works; modern texts increasingly favor the term ''interval'' (qualified by ''open'', ''closed'', or ''half-open''), regardless of whether endpoints are included.


Notations for intervals

The interval of numbers between and , including and , is often denoted . The two numbers are called the ''endpoints'' of the interval. In countries where numbers are written with a decimal comma, a semicolon may be used as a separator to avoid ambiguity.


Including or excluding endpoints

To indicate that one of the endpoints is to be excluded from the set, the corresponding square bracket can be either replaced with a parenthesis, or reversed. Both notations are described in
International standard An international standard is a technical standard developed by one or more international standards organizations. International standards are available for consideration and use worldwide. The most prominent such organization is the International O ...
ISO 31-11. Thus, in set builder notation, :\begin (a,b) = \mathopena,b\mathclose &= \, \\ mu mu(a,b">,b) = \mathopena,b\mathclose &= \, \\ mu(a,b= \mathopena,b\mathclose &= \, \\ mu ,b= \mathopena,b\mathclose &= \. \end Each interval , , and represents the
empty set In mathematics, the empty set or void set is the unique Set (mathematics), set having no Element (mathematics), elements; its size or cardinality (count of elements in a set) is 0, zero. Some axiomatic set theories ensure that the empty set exi ...
, whereas denotes the singleton set . When , all four notations are usually taken to represent the empty set. Both notations may overlap with other uses of parentheses and brackets in mathematics. For instance, the notation is often used to denote an ordered pair in set theory, the coordinates of a point or vector in analytic geometry and linear algebra, or (sometimes) a complex number in algebra. That is why Bourbaki introduced the notation to denote the open interval. The notation too is occasionally used for ordered pairs, especially in
computer science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
. Some authors such as Yves Tillé use to denote the complement of the interval ; namely, the set of all real numbers that are either less than or equal to , or greater than or equal to .


Infinite endpoints

In some contexts, an interval may be defined as a subset of the extended real numbers, the set of all real numbers augmented with and . In this interpretation, the notations  ,  ,  , and are all meaningful and distinct. In particular, denotes the set of all ordinary real numbers, while denotes the extended reals. Even in the context of the ordinary reals, one may use an infinite endpoint to indicate that there is no bound in that direction. For example, is the set of positive real numbers, also written as \mathbb_+. The context affects some of the above definitions and terminology. For instance, the interval  = \R is closed in the realm of ordinary reals, but not in the realm of the extended reals.


Integer intervals

When and are
integer An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
s, the notation ⟦''a, b''⟧, or or or just , is sometimes used to indicate the interval of all ''integers'' between and included. The notation is used in some
programming language A programming language is a system of notation for writing computer programs. Programming languages are described in terms of their Syntax (programming languages), syntax (form) and semantics (computer science), semantics (meaning), usually def ...
s; in Pascal, for example, it is used to formally define a subrange type, most frequently used to specify lower and upper bounds of valid indices of an array. Another way to interpret integer intervals are as sets defined by enumeration, using
ellipsis The ellipsis (, plural ellipses; from , , ), rendered , alternatively described as suspension points/dots, points/periods of ellipsis, or ellipsis points, or colloquially, dot-dot-dot,. According to Toner it is difficult to establish when t ...
notation. An integer interval that has a finite lower or upper endpoint always includes that endpoint. Therefore, the exclusion of endpoints can be explicitly denoted by writing  ,  , or . Alternate-bracket notations like or are rarely used for integer intervals.


Properties

The intervals are precisely the connected subsets of \R. It follows that the image of an interval by any continuous function from \mathbb R to \mathbb R is also an interval. This is one formulation of the intermediate value theorem. The intervals are also the convex subsets of \R. The interval enclosure of a subset X\subseteq \R is also the convex hull of X. The closure of an interval is the union of the interval and the set of its finite endpoints, and hence is also an interval. (The latter also follows from the fact that the closure of every connected subset of a
topological space In mathematics, a topological space is, roughly speaking, a Geometry, geometrical space in which Closeness (mathematics), closeness is defined but cannot necessarily be measured by a numeric Distance (mathematics), distance. More specifically, a to ...
is a connected subset.) In other words, we have :\operatorname(a,b)=\operatorname(a,b]=\operatorname ,b)=\operatorname[a,b[a,b">,b.html" ;"title=",b)=\operatorname[a,b">,b)=\operatorname[a,b[a,b :\operatorname(a,+\infty)=\operatorname[a,+\infty)=[a,+\infty), :\operatorname(-\infty,a)=\operatorname(-\infty,a]=(-\infty,a], :\operatorname(-\infty,+\infty)=(-\infty,\infty). The intersection of any collection of intervals is always an interval. The union of two intervals is an interval if and only if they have a non-empty intersection or an open end-point of one interval is a closed end-point of the other, for example (a,b) \cup ,c= (a,c]. If \R is viewed as a metric space, its open balls are the open bounded intervals , and its closed balls are the closed bounded intervals . In particular, the metric and order topologies in the real line coincide, which is the standard topology of the real line. Any element  of an interval  defines a partition of  into three disjoint intervals 1, 2, 3: respectively, the elements of  that are less than , the singleton  ,x= \, and the elements that are greater than . The parts 1 and 3 are both non-empty (and have non-empty interiors), if and only if is in the interior of . This is an interval version of the trichotomy principle.


Dyadic intervals

A ''dyadic interval'' is a bounded real interval whose endpoints are \tfrac and \tfrac, where j and n are integers. Depending on the context, either endpoint may or may not be included in the interval. Dyadic intervals have the following properties: * The length of a dyadic interval is always an integer power of two. * Each dyadic interval is contained in exactly one dyadic interval of twice the length. * Each dyadic interval is spanned by two dyadic intervals of half the length. * If two open dyadic intervals overlap, then one of them is a subset of the other. The dyadic intervals consequently have a structure that reflects that of an infinite
binary tree In computer science, a binary tree is a tree data structure in which each node has at most two children, referred to as the ''left child'' and the ''right child''. That is, it is a ''k''-ary tree with . A recursive definition using set theor ...
. Dyadic intervals are relevant to several areas of numerical analysis, including adaptive mesh refinement, multigrid methods and wavelet analysis. Another way to represent such a structure is p-adic analysis (for ).


Generalizations


Balls

An open finite interval (a, b) is a 1-dimensional open ball with a center at \tfrac12(a + b) and a
radius In classical geometry, a radius (: radii or radiuses) of a circle or sphere is any of the line segments from its Centre (geometry), center to its perimeter, and in more modern usage, it is also their length. The radius of a regular polygon is th ...
of \tfrac12(b - a). The closed finite interval , b/math> is the corresponding closed ball, and the interval's two endpoints \ form a 0-dimensional
sphere A sphere (from Ancient Greek, Greek , ) is a surface (mathematics), surface analogous to the circle, a curve. In solid geometry, a sphere is the Locus (mathematics), set of points that are all at the same distance from a given point in three ...
. Generalized to n-dimensional
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 ...
, a ball is the set of points whose distance from the center is less than the radius. In the 2-dimensional case, a ball is called a disk. If a half-space is taken as a kind of degenerate ball (without a well-defined center or radius), a half-space can be taken as analogous to a half-bounded interval, with its boundary plane as the (degenerate) sphere corresponding to the finite endpoint.


Multi-dimensional intervals

A finite interval is (the interior of) a 1-dimensional hyperrectangle. Generalized to real coordinate space \R^n, an axis-aligned hyperrectangle (or box) is the Cartesian product of n finite intervals. For n=2 this is a rectangle; for n=3 this is a
rectangular cuboid A rectangular cuboid is a special case of a cuboid with rectangular faces in which all of its dihedral angles are right angles. This shape is also called rectangular parallelepiped or orthogonal parallelepiped. Many writers just call these ...
(also called a " box"). Allowing for a mix of open, closed, and infinite endpoints, the Cartesian product of any n intervals, I = I_1\times I_2 \times \cdots \times I_n is sometimes called an n-dimensional interval. A facet of such an interval I is the result of replacing any non-degenerate interval factor I_k by a degenerate interval consisting of a finite endpoint of I_k. The faces of I comprise I itself and all faces of its facets. The corners of I are the faces that consist of a single point of \R^n.


Convex polytopes

Any finite interval can be constructed as the intersection of half-bounded intervals (with an empty intersection taken to mean the whole real line), and the intersection of any number of half-bounded intervals is a (possibly empty) interval. Generalized to n-dimensional affine space, an intersection of half-spaces (of arbitrary orientation) is (the interior of) a convex polytope, or in the 2-dimensional case a convex polygon.


Domains

An open interval is a connected open set of real numbers. Generalized to
topological space In mathematics, a topological space is, roughly speaking, a Geometry, geometrical space in which Closeness (mathematics), closeness is defined but cannot necessarily be measured by a numeric Distance (mathematics), distance. More specifically, a to ...
s in general, a non-empty connected open set is called a domain.


Complex intervals

Intervals of complex numbers can be defined as regions of the complex plane, either rectangular or circular.


Intervals in posets and preordered sets


Definitions

The concept of intervals can be defined in arbitrary partially ordered sets or more generally, in arbitrary preordered sets. For a preordered set (X,\lesssim) and two elements a,b\in X, one similarly defines the intervals :(a,b) =\, : ,b =\, :(a,b] =\, : ,b) =\, :(a,\infty) =\, :[a,\infty) =\, :(-\infty,b) =\, :(-\infty,b =\, :(-\infty,\infty) =X, where x means x\lesssim y\not\lesssim x. Actually, the intervals with single or no endpoints are the same as the intervals with two endpoints in the larger preordered set :\bar X=X\sqcup\ :-\infty defined by adding new smallest and greatest elements (even if there were ones), which are subsets of X. In the case of X=\mathbb R one may take \bar\mathbb R to be the extended real line.


Convex sets and convex components in order theory

A subset A\subseteq X of the preordered set (X,\lesssim) is (order-)convex if for every x,y\in A and every x\lesssim z\lesssim y we have z\in A. Unlike in the case of the real line, a convex set of a preordered set need not be an interval. For example, in the totally ordered set (\mathbb Q,\le) of
rational number In mathematics, a rational number is a number that can be expressed as the quotient or fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (for example, The set of all ...
s, the set :\mathbb Q=\ is convex, but not an interval of \mathbb Q, since there is no square root of two in \mathbb Q. Let (X,\lesssim) be a preordered set and let Y\subseteq X. The convex sets of X contained in Y form a poset under inclusion. A maximal element of this poset is called a convex component of Y. By the Zorn lemma, any convex set of X contained in Y is contained in some convex component of Y, but such components need not be unique. In a totally ordered set, such a component is always unique. That is, the convex components of a subset of a totally ordered set form a partition.


Properties

A generalization of the characterizations of the real intervals follows. For a non-empty subset I of a linear continuum (L,\le), the following conditions are equivalent. * The set I is an interval. * The set I is order-convex. * The set I is a connected subset when L is endowed with the order topology. For a
subset In mathematics, a Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they a ...
S of a lattice L, the following conditions are equivalent. * The set S is a sublattice and an (order-)convex set. * There is an ideal I\subseteq L and a filter F\subseteq L such that S=I\cap F.


Applications


In general topology

Every Tychonoff space is embeddable into a product space of the closed unit intervals ,1 Actually, every Tychonoff space that has a base of cardinality \kappa is embeddable into the product ,1\kappa of \kappa copies of the intervals. The concepts of convex sets and convex components are used in a proof that every totally ordered set endowed with the order topology is completely normal or moreover, monotonically normal.


Topological algebra

Intervals can be associated with points of the plane, and hence regions of intervals can be associated with
region In geography, regions, otherwise referred to as areas, zones, lands or territories, are portions of the Earth's surface that are broadly divided by physical characteristics (physical geography), human impact characteristics (human geography), and ...
s of the plane. Generally, an interval in mathematics corresponds to an ordered pair taken from the direct product \R \times \R of real numbers with itself, where it is often assumed that . For purposes of mathematical structure, this restriction is discarded, and "reversed intervals" where are allowed. Then, the collection of all intervals can be identified with the topological ring formed by the direct sum of \R with itself, where addition and multiplication are defined component-wise. The direct sum algebra ( \R \oplus \R, +, \times) has two ideals, and . The
identity element In mathematics, an identity element or neutral element of a binary operation is an element that leaves unchanged every element when the operation is applied. For example, 0 is an identity element of the addition of real numbers. This concept is use ...
of this algebra is the condensed interval . If interval is not in one of the ideals, then it has
multiplicative inverse In mathematics, a multiplicative inverse or reciprocal for a number ''x'', denoted by 1/''x'' or ''x''−1, is a number which when Multiplication, multiplied by ''x'' yields the multiplicative identity, 1. The multiplicative inverse of a ra ...
. Endowed with the usual topology, the algebra of intervals forms a topological ring. The group of units of this ring consists of four quadrants determined by the axes, or ideals in this case. The identity component of this group is quadrant I. Every interval can be considered a symmetric interval around its
midpoint In geometry, the midpoint is the middle point of a line segment. It is equidistant from both endpoints, and it is the centroid both of the segment and of the endpoints. It bisects the segment. Formula The midpoint of a segment in ''n''-dim ...
. In a reconfiguration published in 1956 by M Warmus, the axis of "balanced intervals" is used along with the axis of intervals that reduce to a point. Instead of the direct sum R \oplus R, the ring of intervals has been identified D. H. Lehmer (1956
Review of "Calculus of Approximations"
from Mathematical Reviews
with the hyperbolic numbers by M. Warmus and D. H. Lehmer through the identification :z = \tfrac12(x + y) + \tfrac12(x - y)j, where j^2 = 1. This linear mapping of the plane, which amounts of a ring isomorphism, provides the plane with a multiplicative structure having some analogies to ordinary complex arithmetic, such as polar decomposition.


See also

* Arc (geometry) * Inequality * Interval graph * Interval finite element * Interval (statistics) *
Line segment In geometry, a line segment is a part of a line (mathematics), straight line that is bounded by two distinct endpoints (its extreme points), and contains every Point (geometry), point on the line that is between its endpoints. It is a special c ...
* Partition of an interval * Unit interval


References


Bibliography

* T. Sunaga
"Theory of interval algebra and its application to numerical analysis"
, In: Research Association of Applied Geometry (RAAG) Memoirs, Ggujutsu Bunken Fukuy-kai. Tokyo, Japan, 1958, Vol. 2, pp. 29–46 (547-564); reprinted in Japan Journal on Industrial and Applied Mathematics, 2009, Vol. 26, No. 2-3, pp. 126–143.


External links

* ''A Lucid Interval'' by Brian Hayes: A
American Scientist article
provides an introduction.




Interval Notation
by George Beck, Wolfram Demonstrations Project. * {{DEFAULTSORT:Interval (Mathematics) Sets of real numbers Order theory Topology