Valuation (measure theory)

In measure theory, or at least in the approach to it via the domain theory, a valuation is a map from the class of open sets of a topological space to the set of positive real numbers including infinity, with certain properties. It is a concept closely related to that of a measure, and as such, it finds applications in measure theory, probability theory, and theoretical computer science.

Domain/Measure theory definition

Let \scriptstyle (X,\mathcal{T}) be a topological space: a valuation is any set function

v : \mathcal{T} \to \R^+ \cup \{+\infty\}

satisfying the following three properties

\begin{array}{lll}

v(\varnothing) = 0 & & \scriptstyle{\text{Strictness property}}\\

v(U)\leq v(V) & \mbox{if}~U\subseteq V\quad U,V\in\mathcal{T} & \scriptstyle{\text{Monotonicity property}}\\

v(U\cup V)+ v(U\cap V) = v(U)+v(V) & \forall U,V\in\mathcal{T} & \scriptstyle{\text{Modularity property}}\,

\end{array}

The definition immediately shows the relationship between a valuation and a measure: the properties of the two mathematical object are often very similar if not identical, the only difference being that the domain of a measure is the Borel algebra of the given topological space, while the domain of a valuation is the class of open sets. Further details and references can be found in {{Harvnb|Alvarez-Manilla|Edalat|Saheb-Djahromi|2000}} and {{Harvnb|Goubault-Larrecq|2005}}.

=Continuous valuation=

A valuation (as defined in domain theory/measure theory) is said to be continuous if for every directed family \scriptstyle \{U_i\}_{i\in I} of open sets (i.e. an indexed family of open sets which is also directed in the sense that for each pair of indexes i and j belonging to the index set I , there exists an index k such that \scriptstyle U_i\subseteq U_k and \scriptstyle U_j\subseteq U_k) the following equality holds:

v\left(\bigcup_{i\in I}U_i\right) = \sup_{i\in I} v(U_i).

This property is analogous to the τ-additivity of measures.

=Simple valuation=

A valuation (as defined in domain theory/measure theory) is said to be simple if it is a finite linear combination with non-negative coefficients of Dirac valuations, that is,

v(U)=\sum_{i=1}^n a_i\delta_{x_i}(U)\quad\forall U\in\mathcal{T}

where a_i is always greater than or at least equal to zero for all index i. Simple valuations are obviously continuous in the above sense. The supremum of a directed family of simple valuations (i.e. an indexed family of simple valuations which is also directed in the sense that for each pair of indexes i and j belonging to the index set I , there exists an index k such that \scriptstyle v_i(U)\leq v_k(U)\! and \scriptstyle v_j(U)\leq v_k(U)\!) is called quasi-simple valuation

\bar{v}(U) = \sup_{i\in I}v_i(U) \quad \forall U\in \mathcal{T}.\,

=See also=

  • The extension problem for a given valuation (in the sense of domain theory/measure theory) consists in finding under what type of conditions it can be extended to a measure on a proper topological space, which may or may not be the same space where it is defined: the papers {{Harvnb|Alvarez-Manilla|Edalat|Saheb-Djahromi|2000}} and {{Harvnb|Goubault-Larrecq|2005}} in the reference section are devoted to this aim and give also several historical details.
  • The concepts of valuation on convex sets and valuation on manifolds are a generalization of valuation in the sense of domain/measure theory. A valuation on convex sets is allowed to assume complex values, and the underlying topological space is the set of non-empty convex compact subsets of a finite-dimensional vector space: a valuation on manifolds is a complex valued finitely additive measure defined on a proper subset of the class of all compact submanifolds of the given manifolds.{{efn|Details can be found in several arXiv [https://arxiv.org/find/grp_q-bio,grp_cs,grp_physics,grp_math,grp_nlin/1/AND+au:+Alesker+ti:+Valuations/0/1/0/all/0/1 papers] of prof. Semyon Alesker.}}

Examples

=Dirac valuation=

Let \scriptstyle (X,\mathcal{T}) be a topological space, and let x be a point of X: the map

\delta_x(U)=

\begin{cases}

0 & \mbox{if}~x\notin U\\

1 & \mbox{if}~x\in U

\end{cases}

\quad \text{ for all } U \in \mathcal{T}

is a valuation in the domain theory/measure theory, sense called Dirac valuation. This concept bears its origin from distribution theory as it is an obvious transposition to valuation theory of Dirac distribution: as seen above, Dirac valuations are the "bricks" simple valuations are made of.

See also

  • {{annotated link|Valuation (geometry)}}

Notes

{{notelist}}

Works cited

{{refbegin}}

  • {{Citation| title = An extension result for continuous valuations

| last1 = Alvarez-Manilla | first1 = Maurizio

| last2 = Edalat | first2 = Abbas

| last3 = Saheb-Djahromi | first3 = Nasser

| journal = Journal of the London Mathematical Society

| year = 2000 | volume = 61 | issue = 2 | pages = 629–640

| citeseerx = 10.1.1.23.9676 | doi = 10.1112/S0024610700008681

}}.

  • {{Citation| title = Extensions of valuations

| last = Goubault-Larrecq | first = Jean | year = 2005

| journal = Mathematical Structures in Computer Science

| volume = 15 | issue = 2 | pages = 271–297

| doi = 10.1017/S096012950400461X

}}

{{refend}}