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Chu spaces generalize the notion of
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 ...
by dropping the requirements that the set of
open sets In mathematics, an open set is a generalization of an open interval in the real line. In a metric space (a set with a distance defined between every two points), an open set is a set that, with every point in it, contains all points of the metr ...
be closed under union and finite
intersection In mathematics, the intersection of two or more objects is another object consisting of everything that is contained in all of the objects simultaneously. For example, in Euclidean geometry, when two lines in a plane are not parallel, their ...
, that the open sets be extensional, and that the membership predicate (of points in open sets) be two-valued. The definition of
continuous function In mathematics, a continuous function is a function such that a small variation of the argument induces a small variation of the value of the function. This implies there are no abrupt changes in value, known as '' discontinuities''. More preci ...
remains unchanged other than having to be worded carefully to continue to make sense after these generalizations. The name is due to Po-Hsiang Chu, who originally constructed a verification of autonomous categories as a graduate student under the direction of Michael Barr in 1979.


Definition

Understood statically, a Chu space (''A'', ''r'', ''X'') over a set ''K'' consists of a set ''A'' of points, a set ''X'' of states, and a function ''r'' : ''A'' × ''X'' → ''K''. This makes it an ''A'' × ''X''
matrix Matrix (: matrices or matrixes) or MATRIX may refer to: Science and mathematics * Matrix (mathematics), a rectangular array of numbers, symbols or expressions * Matrix (logic), part of a formula in prenex normal form * Matrix (biology), the m ...
with entries drawn from ''K'', or equivalently a ''K''-valued
binary relation In mathematics, a binary relation associates some elements of one Set (mathematics), set called the ''domain'' with some elements of another set called the ''codomain''. Precisely, a binary relation over sets X and Y is a set of ordered pairs ...
between ''A'' and ''X'' (ordinary binary relations being 2-valued). Understood dynamically, Chu spaces transform in the manner of topological spaces, with ''A'' as the set of points, ''X'' as the set of open sets, and ''r'' as the membership relation between them, where ''K'' is the set of all possible degrees of membership of a point in an open set. The counterpart of a continuous function from (''A'', ''r'', ''X'') to (''B'', ''s'', ''Y'') is a pair (''f'', ''g'') of functions ''f'' : ''A'' → ''B'', ''g'' : ''Y'' → ''X'' satisfying the ''adjointness condition'' ''s''(''f''(''a''), ''y'') = ''r''(''a'', ''g''(''y'')) for all ''a'' ∈ ''A'' and ''y'' ∈ ''Y''. That is, ''f'' maps points forwards at the same time as ''g'' maps states backwards. The adjointness condition makes ''g'' the inverse image function ''f''−1, while the choice of ''X'' for the
codomain In mathematics, a codomain, counter-domain, or set of destination of a function is a set into which all of the output of the function is constrained to fall. It is the set in the notation . The term '' range'' is sometimes ambiguously used to ...
of ''g'' corresponds to the requirement for continuous functions that the inverse image of open sets be open. Such a pair is called a Chu transform or morphism of Chu spaces. A topological space (''X'', ''T'') where ''X'' is the set of points and ''T'' the set of open sets, can be understood as a Chu space (''X'',∈,''T'') over . That is, the points of the topological space become those of the Chu space while the open sets become states and the membership relation " ∈ " between points and open sets is made explicit in the Chu space. The condition that the set of open sets be closed under arbitrary (including empty) union and finite (including empty) intersection becomes the corresponding condition on the columns of the matrix. A continuous function ''f'': ''X'' → ''X between two topological spaces becomes an adjoint pair (''f'',''g'') in which ''f'' is now paired with a realization of the continuity condition constructed as an explicit witness function ''g'' exhibiting the requisite open sets in the domain of ''f''.


Categorical structure

The category of Chu spaces over ''K'' and their maps is denoted by Chu(Set, ''K''). As is clear from the symmetry of the definitions, it is a self-dual category: it is equivalent (in fact isomorphic) to its dual, the category obtained by reversing all the maps. It is furthermore a *-autonomous category with dualizing object (''K'', λ, ) where λ : ''K'' × → ''K'' is defined by λ(''k'', *) = ''k'' (Barr 1979). As such it is a model of
Jean-Yves Girard Jean-Yves Girard (; born 1947) is a French logician working in proof theory. He is a research director (emeritus) at the mathematical institute of University of Aix-Marseille, at Luminy. Biography Jean-Yves Girard is an alumnus of the Éc ...
's
linear logic Linear logic is a substructural logic proposed by French logician Jean-Yves Girard as a refinement of classical and intuitionistic logic, joining the dualities of the former with many of the constructive properties of the latter. Although the ...
(Girard 1987).


Variants

The more general
enriched category In category theory, a branch of mathematics, an enriched category generalizes the idea of a category (mathematics), category by replacing hom-sets with objects from a general monoidal category. It is motivated by the observation that, in many pract ...
Chu(''V'', ''k'') originally appeared in an appendix to Barr (1979). The Chu space concept originated with Michael Barr and the details were developed by his student Po-Hsiang Chu, whose master's thesis formed the appendix. Ordinary Chu spaces arise as the case ''V'' = Set, that is, when the
monoidal category In mathematics, a monoidal category (or tensor category) is a category (mathematics), category \mathbf C equipped with a bifunctor :\otimes : \mathbf \times \mathbf \to \mathbf that is associative up to a natural isomorphism, and an Object (cate ...
''V'' is specialized to the
cartesian closed category In category theory, a Category (mathematics), category is Cartesian closed if, roughly speaking, any morphism defined on a product (category theory), product of two Object (category theory), objects can be naturally identified with a morphism defin ...
Set of sets and their functions, but were not studied in their own right until more than a decade after the appearance of the more general enriched notion. A variant of Chu spaces, called dialectica spaces, due to replaces the map condition (1) with the map condition (2): # ''s''(''f''(''a''), ''y'') = ''r''(''a'', ''g''(''y'')). # ''s''(''f''(''a''), ''y'') ≤ ''r''(''a'', ''g''(''y'')).


Universality

The category Top of topological spaces and their continuous functions embeds in Chu(Set, 2) in the sense that there exists a full and faithful functor ''F'' : Top → Chu(Set, 2) providing for each topological space (''X'', ''T'') its ''representation'' ''F''((''X'', ''T'')) = (''X'', ∈, ''T'') as noted above. This representation is moreover a ''realization'' in the sense of Pultr and Trnková (1980), namely that the representing Chu space has the same set of points as the represented topological space and transforms in the same way via the same functions. Chu spaces are remarkable for the wide variety of familiar structures they realize. Lafont and Streicher (1991) point out that Chu spaces over 2 realize both topological spaces and coherent spaces (introduced by J.-Y. Girard (1987) to model linear logic), while Chu spaces over ''K'' realize any category of vector spaces over a field whose cardinality is at most that of ''K''. This was extended by
Vaughan Pratt Vaughan Pratt (born April 12, 1944) is a Professor, Professor Emeritus at Stanford University, who was an early pioneer in the field of computer science. Since 1969, Pratt has made several contributions to foundational areas such as search algorit ...
(1995) to the realization of ''k''-ary relational structures by Chu spaces over 2''k''. For example, the category Grp of groups and their homomorphisms is realized by Chu(Set, 8) since the group multiplication can be organized as a
ternary relation In mathematics, a ternary relation or triadic relation is a finitary relation in which the number of places in the relation is three. Ternary relations may also be referred to as 3-adic, 3-ary, 3-dimensional, or 3-place. Just as a binary relatio ...
. Chu(Set, 2) realizes a wide range of "logical" structures such as semilattices, distributive lattices, complete and completely distributive lattices, Boolean algebras, complete atomic Boolean algebras, etc. Further information on this and other aspects of Chu spaces, including their application to the modeling of concurrent behavior, may be found at
Chu Spaces
'.


Applications


Automata

Chu spaces can serve as a model of concurrent computation in
automata theory Automata theory is the study of abstract machines and automata, as well as the computational problems that can be solved using them. It is a theory in theoretical computer science with close connections to cognitive science and mathematical l ...
to express branching time and true concurrency. Chu spaces exhibit the quantum mechanical phenomena of complementarity and uncertainty. The complementarity arises as the duality of information and time, automata and schedules, and states and events. Uncertainty arises when a measurement is defined to be a
morphism In mathematics, a morphism is a concept of category theory that generalizes structure-preserving maps such as homomorphism between algebraic structures, functions from a set to another set, and continuous functions between topological spaces. Al ...
such that increasing structure in the observed object reduces the clarity of observation. This uncertainty can be calculated numerically from its form factor to yield the usual Heisenberg uncertainty relation. Chu spaces correspond to wavefunctions as vectors of
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
.


References


Further reading

* * * * * * * {{refend


External links

* ''Guide to Papers on Chu Spaces''
Web page
Category theory Topology