Bochner Measurable Function
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In
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 ...
– specifically, 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 (for example, Inner product space#Definition, inner product, Norm (mathematics ...
– a Bochner-measurable function 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 ...
is a function that equals almost everywhere the limit of a sequence of measurable countably-valued functions, i.e., :f(t) = \lim_f_n(t)\textt, \, where the functions f_n each have a countable range and for which the pre-image f_n^(\) is measurable for each element ''x''. The concept is named after Salomon Bochner. Bochner-measurable functions are sometimes called strongly measurable, \mu-measurable or just measurable (or uniformly measurable in case that the Banach space is the space of continuous
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 ...
s between Banach spaces).


Properties

The relationship between measurability and weak measurability is given by the following result, known as Pettis' theorem or Pettis measurability theorem.
Function ''f'' is
almost surely In probability theory, an event is said to happen almost surely (sometimes abbreviated as a.s.) if it happens with probability 1 (with respect to the probability measure). In other words, the set of outcomes on which the event does not occur ha ...
separably valued (or essentially separably valued) if there exists a subset ''N'' ⊆ ''X'' with ''μ''(''N'') = 0 such that ''f''(''X'' \ ''N'') ⊆ ''B'' is separable.
A function f  : ''X'' → ''B'' defined on a
measure space A measure space is a basic object of measure theory, a branch of mathematics that studies generalized notions of volumes. It contains an underlying set, the subsets of this set that are feasible for measuring (the -algebra) and the method that ...
(''X'', Σ, ''μ'') and taking values in a Banach space ''B'' is (strongly) measurable (with respect to Σ and the
Borel algebra In mathematics, a Borel set is any subset of a topological space that can be formed from its open sets (or, equivalently, from closed sets) through the operations of countable union, countable intersection, and relative complement. Borel sets are ...
on ''B'')
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (often shortened as "iff") is paraphrased by the biconditional, a logical connective between statements. The biconditional is true in two cases, where either bo ...
it is both weakly measurable and almost surely separably valued.
In the case that ''B'' is separable, since any subset of a separable Banach space is itself separable, one can take ''N'' above to be empty, and it follows that the notions of weak and strong measurability agree when ''B'' is separable.


See also

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References

* . {{Analysis in topological vector spaces Functional analysis Measure theory Types of functions