In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, especially
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (e.g. Inner product space#Definition, inner product, Norm (mathematics)#Defini ...
, a bornology on a set ''X'' is a collection of subsets of ''X'' satisfying axioms that generalize the notion of
boundedness. One of the key motivations behind bornologies and bornological analysis is the fact that
bornological space
In mathematics, particularly in functional analysis, a bornological space is a type of space which, in some sense, possesses the minimum amount of structure needed to address questions of boundedness of sets and linear maps, in the same way that a ...
s provide a convenient setting for
homological algebra
Homological algebra is the branch of mathematics that studies homology (mathematics), homology in a general algebraic setting. It is a relatively young discipline, whose origins can be traced to investigations in combinatorial topology (a precurs ...
in functional analysis. This is because
pg 9 the category of bornological spaces is additive,
complete
Complete may refer to:
Logic
* Completeness (logic)
* Completeness of a theory, the property of a theory that every formula in the theory's language or its negation is provable
Mathematics
* The completeness of the real numbers, which implies t ...
,
cocomplete In mathematics, a complete category is a category in which all small limits exist. That is, a category ''C'' is complete if every diagram ''F'' : ''J'' → ''C'' (where ''J'' is small) has a limit in ''C''. Dually, a cocomplete category is one ...
, and has a tensor product adjoint to an internal hom, all necessary components for homological algebra.
History
Bornology originates from
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (e.g. Inner product space#Definition, inner product, Norm (mathematics)#Defini ...
. There are two natural ways of studying the problems of functional analysis: one way is to study notions related to topologies (
vector topologies,
continuous operators,
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'' (Gotthard album), 1999
* ''Open'' (Cowboy Junkies album), 2001
* ''Open'' (YF ...
/
compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact
* Blood compact, an ancient ritual of the Philippines
* Compact government, a type of colonial rule utilized in British ...
subsets, etc.) and the other is to study notions related to boundedness (
vector bornologies,
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 s ...
s,
bounded subsets, etc.).
For
normed space
In mathematics, a normed vector space or normed space is a vector space over the real or complex numbers, on which a norm is defined. A norm is the formalization and the generalization to real vector spaces of the intuitive notion of "length" i ...
s, from which functional analysis arose, the distinction between them is often blurred. For instance, the unit ball centered at the origin is both a
neighborhood of the origin and a bounded subset.
But a subset is a neighborhood of the origin (respectively, is bounded) exactly when it contains (respectively, is contained in) a non-zero scalar multiple of this ball; so this is one instance where the topological and bornological notions are distinct but complementary.
Other times the distinction may not only be blurred, but even unnecessary. For example, for linear maps between normed spaces, being
continuous
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 ...
(a topological notion) is equivalent to being
bounded (a bornological notion).
However, the distinction between topology and bornology becomes more important when studying generalizations of normed spaces.
Nevertheless, bornology and topology can still be thought of as two necessary, distinct, and complementary aspects of one and the same reality.
The general theory of
topological vector space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is als ...
s arose first from the theory normed spaces and then bornology emerged this general theory of
topological vector space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is als ...
s, although bornology has since become recognized as a fundamental notion in
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (e.g. Inner product space#Definition, inner product, Norm (mathematics)#Defini ...
.
Born from the work of
George Mackey
George Whitelaw Mackey (February 1, 1916 – March 15, 2006) was an American mathematician known for his contributions to quantum logic, representation theory, and noncommutative geometry.
Career
Mackey earned his bachelor of arts at Rice Univer ...
(after whom
Mackey space
In mathematics, particularly in functional analysis, a Mackey space is a locally convex topological vector space ''X'' such that the topology of ''X'' coincides with the Mackey topology τ(''X'',''X′''), the finest topology which still pres ...
s are named), the importance of bounded subsets first became apparent in
duality theory
In mathematics, a duality translates concepts, theorems or mathematical structures into other concepts, theorems or structures, in a one-to-one fashion, often (but not always) by means of an involution operation: if the dual of is , then the du ...
, especially because of the
Mackey–Arens theorem The Mackey–Arens theorem is an important theorem in functional analysis that characterizes those locally convex vector topologies that have some given space of linear functionals as their continuous dual space.
According to Narici (2011), this p ...
and the
Mackey topology In functional analysis and related areas of mathematics, the Mackey topology, named after George Mackey, is the finest topology for a topological vector space which still preserves the continuous dual. In other words the Mackey topology does not mak ...
.
Starting around the 1950s, it became apparent that topological vector spaces were inadequate for the study of certain major problems.
For example, the multiplication operation of some important
topological algebra In mathematics, a topological algebra A is an algebra and at the same time a topological space, where the algebraic and the topological structures are coherent in a specified sense.
Definition
A topological algebra A over a topological field K is a ...
s was not continuous, although it was often bounded.
Other major problems for which TVSs were found to be inadequate was in developing a more general theory of differential calculus, generalizing
distributions from (the usual) scalar-valued distributions to vector or operator-valued distributions, and extending the holomorphic
functional calculus
In mathematics, a functional calculus is a theory allowing one to apply mathematical functions to mathematical operators. It is now a branch (more accurately, several related areas) of the field of functional analysis, connected with spectral the ...
of
Gelfand ''Gelfand'' is a surname meaning "elephant" in the Yiddish language and may refer to:
* People:
** Alan Gelfand, the inventor of the ollie, a skateboarding move
** Alan E. Gelfand, a statistician
** Boris Gelfand, a chess grandmaster
** Israel Gel ...
(which is primarily concerted with
Banach algebra
In mathematics, especially functional analysis, a Banach algebra, named after Stefan Banach, is an associative algebra A over the real or complex numbers (or over a non-Archimedean complete normed field) that at the same time is also a Banach spa ...
s or
locally convex algebras) to a broader class of operators, including those whose
spectra is not compact.
Bornology has been found to be a useful tool for investigating these problems and others, including problems in
algebraic geometry
Algebraic geometry is a branch of mathematics, classically studying zeros of multivariate polynomials. Modern algebraic geometry is based on the use of abstract algebraic techniques, mainly from commutative algebra, for solving geometrical ...
and
general topology
In mathematics, general topology is the branch of topology that deals with the basic set-theoretic definitions and constructions used in topology. It is the foundation of most other branches of topology, including differential topology, geomet ...
.
Definitions
A on a set is a
cover
Cover or covers may refer to:
Packaging
* Another name for a lid
* Cover (philately), generic term for envelope or package
* Album cover, the front of the packaging
* Book cover or magazine cover
** Book design
** Back cover copy, part of co ...
of the set that is closed under finite unions and taking subsets. Elements of a bornology are called .
Explicitly, a or on a set
is a
family
Family (from la, familia) is a Social group, group of people related either by consanguinity (by recognized birth) or Affinity (law), affinity (by marriage or other relationship). The purpose of the family is to maintain the well-being of its ...
of subsets of
such that
- '' covers'' Every point of is an element of some or equivalently,
* Assuming (2), this condition may be replaced with: For every Stated in
plain English
Plain English (or layman's terms) are groups of words that are to be clear and easy to know. It usually avoids the use of rare words and uncommon euphemisms to explain the subject. Plain English wording is intended to be suitable for almost anyone, ...
, this says that points are bounded.
- is ''stable under inclusion'' or : If then every subset of is an element of
* In plain English, this says that subsets of bounded sets are bounded.
- is ''stable under finite unions'': The
union
Union commonly refers to:
* Trade union, an organization of workers
* Union (set theory), in mathematics, a fundamental operation on sets
Union may also refer to:
Arts and entertainment
Music
* Union (band), an American rock group
** ''Un ...
of finitely many elements of is an element of or equivalently, the union of any sets belonging to also belongs to
* In plain English, this says that the union of two bounded sets is a bounded set.
in which case the pair
is called a or a .
Thus a bornology can equivalently be defined as a
downward closed
In mathematics, an upper set (also called an upward closed set, an upset, or an isotone set in ''X'') of a partially ordered set (X, \leq) is a subset S \subseteq X with the following property: if ''s'' is in ''S'' and if ''x'' in ''X'' is larger ...
cover that is closed under
binary unions.
A non-empty family of sets that closed under finite unions and taking subsets (properties (2) and (3)) is called an (because it is an
ideal
Ideal may refer to:
Philosophy
* Ideal (ethics), values that one actively pursues as goals
* Platonic ideal, a philosophical idea of trueness of form, associated with Plato
Mathematics
* Ideal (ring theory), special subsets of a ring considere ...
in the
Boolean algebra
In mathematics and mathematical logic, Boolean algebra is a branch of algebra. It differs from elementary algebra in two ways. First, the values of the variables are the truth values ''true'' and ''false'', usually denoted 1 and 0, whereas in e ...
/
field of sets
In mathematics, a field of sets is a mathematical structure consisting of a pair ( X, \mathcal ) consisting of a set X and a family \mathcal of subsets of X called an algebra over X that contains the empty set as an element, and is closed under t ...
consisting of
all subsets). A bornology on a set
can thus be equivalently defined as an ideal that covers
Elements of
are called or simply , if
is understood.
Properties (1) and (2) imply that every singleton subset of
is an element of every bornology on
property (3), in turn, guarantees that the same is true of every finite subset of
In other words, points and finite subsets are always bounded in every bornology. In particular, the empty set is always bounded.
If
is a bounded structure and
then the set of complements
is a (proper)
filter
Filter, filtering or filters may refer to:
Science and technology
Computing
* Filter (higher-order function), in functional programming
* Filter (software), a computer program to process a data stream
* Filter (video), a software component tha ...
called the ; it is always a , which by definition means that it has empty intersection/
kernel
Kernel may refer to:
Computing
* Kernel (operating system), the central component of most operating systems
* Kernel (image processing), a matrix used for image convolution
* Compute kernel, in GPGPU programming
* Kernel method, in machine learnin ...
, because
for every
Bases and subbases
If
and
are bornologies on
then
is said to be or than
and also
is said to be or than
if
A
family of sets
In set theory and related branches of mathematics, a collection F of subsets of a given set S is called a family of subsets of S, or a family of sets over S. More generally, a collection of any sets whatsoever is called a family of sets, set fam ...
is called a or of a bornology
if
and for every
there exists an
such that
A family of sets
is called a of a bornology
if
and the collection of all finite unions of sets in
forms a base for
Every base for a bornology is also a subbase for it.
Generated bornology
The intersection of any collection of (one or more) bornologies on
is once again a bornology on
Such an intersection of bornologies will cover
because every bornology on
contains every finite subset of
(that is, if
is a bornology on
and
is finite then
). It is readily verified that such an intersection will also be closed under (subset) inclusion and finite unions and thus will be a bornology on
Given a collection
of subsets of
the smallest bornology on
containing
is called the .
It is equal to the intersection of all bornologies on
that contain
as a subset.
This intersection is well-defined because the
power set
In mathematics, the power set (or powerset) of a set is the set of all subsets of , including the empty set and itself. In axiomatic set theory (as developed, for example, in the ZFC axioms), the existence of the power set of any set is po ...
of
is always a bornology on
so every family
of subsets of
is always contained in at least one bornology on
Bounded maps
Suppose that
and
are bounded structures.
A map
is called a , or just a , if the image under
of every
-bounded set is a
-bounded set;
that is, if for every
Since the composition of two locally bounded map is again locally bounded, it is clear that the class of all bounded structures forms a
category
Category, plural categories, may refer to:
Philosophy and general uses
* Categorization, categories in cognitive science, information science and generally
*Category of being
* ''Categories'' (Aristotle)
*Category (Kant)
*Categories (Peirce)
* ...
whose
morphisms
In mathematics, particularly in category theory, a morphism is a structure-preserving map from one mathematical structure to another one of the same type. The notion of morphism recurs in much of contemporary mathematics. In set theory, morphisms ...
are bounded maps.
An
isomorphism
In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word is ...
in this category is called a and it is a
bijective
In mathematics, a bijection, also known as a bijective function, one-to-one correspondence, or invertible function, is a function between the elements of two sets, where each element of one set is paired with exactly one element of the other s ...
locally bounded map whose inverse is also locally bounded.
Characterizations
Suppose that
and
are
topological vector space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is als ...
s (TVSs) and
is a linear map.
Then the following statements are equivalent:
- is a (locally) bounded map;
- For every bornivorous (that is, bounded in the bornological sense)
disk
Disk or disc may refer to:
* Disk (mathematics), a geometric shape
* Disk storage
Music
* Disc (band), an American experimental music band
* ''Disk'' (album), a 1995 EP by Moby
Other uses
* Disk (functional analysis), a subset of a vector sp ...
in is also bornivorous.
If
and
are
locally convex
In functional analysis and related areas of mathematics, locally convex topological vector spaces (LCTVS) or locally convex spaces are examples of topological vector spaces (TVS) that generalize normed spaces. They can be defined as topological ve ...
then this list may be extended to include:
- takes bounded
disk
Disk or disc may refer to:
* Disk (mathematics), a geometric shape
* Disk storage
Music
* Disc (band), an American experimental music band
* ''Disk'' (album), a 1995 EP by Moby
Other uses
* Disk (functional analysis), a subset of a vector sp ...
s to bounded disks;
If
is a
seminormed space In mathematics, particularly in functional analysis, a seminorm is a vector space norm that need not be positive definite. Seminorms are intimately connected with convex sets: every seminorm is the Minkowski functional of some absorbing disk and ...
and
is
locally convex
In functional analysis and related areas of mathematics, locally convex topological vector spaces (LCTVS) or locally convex spaces are examples of topological vector spaces (TVS) that generalize normed spaces. They can be defined as topological ve ...
then this list may be extended to include:
- maps null sequences (that is, sequences converging to the origin ) into bounded subsets of
Examples of bounded maps
If
is a continuous linear operator between two topological vector spaces (they need not even be Hausdorff), then it is a bounded linear operator (when
and
have their
von-Neumann bornologies).
The converse is in general false.
A
sequentially continuous
In topology and related fields of mathematics, a sequential space is a topological space whose topology can be completely characterized by its convergent/divergent sequences. They can be thought of as spaces that satisfy a very weak axiom of counta ...
map
between two TVSs is necessarily locally bounded.
General constructions
Discrete bornology
For any set
the
power set
In mathematics, the power set (or powerset) of a set is the set of all subsets of , including the empty set and itself. In axiomatic set theory (as developed, for example, in the ZFC axioms), the existence of the power set of any set is po ...
of
is a bornology on
called the . Since every bornology on
is a subset of
the discrete bornology is the finest bornology on
If
is a bounded structure then (because bornologies are
downward closed
In mathematics, an upper set (also called an upward closed set, an upset, or an isotone set in ''X'') of a partially ordered set (X, \leq) is a subset S \subseteq X with the following property: if ''s'' is in ''S'' and if ''x'' in ''X'' is larger ...
)
is the discrete bornology if and only if
Indiscrete bornology
For any set
the set of all finite subsets of
is a bornology on
called the . It is the coarsest bornology on
meaning that it is a subset of every bornology on
Sets of bounded cardinality
The set of all
countable
In mathematics, a set is countable if either it is finite or it can be made in one to one correspondence with the set of natural numbers. Equivalently, a set is ''countable'' if there exists an injective function from it into the natural numbers; ...
subsets of
is a bornology on
More generally, for any infinite
cardinal
Cardinal or The Cardinal may refer to:
Animals
* Cardinal (bird) or Cardinalidae, a family of North and South American birds
**''Cardinalis'', genus of cardinal in the family Cardinalidae
**''Cardinalis cardinalis'', or northern cardinal, the ...
the set of all subsets of
having cardinality at most
is a bornology on
Inverse image bornology
If
is a map and
is a bornology on
then