Bochner measurable function
In mathematics – specifically, in functional analysis – a Bochner-measurable function taking values in a Banach space is a function that equals almost everywhere the limit of a sequence of measurable countably-valued functions, i.e.,
- [math]\displaystyle{ f(t) = \lim_{n\rightarrow\infty}f_n(t)\text{ for almost every }t, \, }[/math]
where the functions [math]\displaystyle{ f_n }[/math] each have a countable range and for which the pre-image [math]\displaystyle{ f_n^{-1}(\{x\}) }[/math] is measurable for each element x. The concept is named after Salomon Bochner.
Bochner-measurable functions are sometimes called strongly measurable, [math]\displaystyle{ \mu }[/math]-measurable or just measurable (or uniformly measurable in case that the Banach space is the space of continuous linear operators 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 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 (X, Σ, μ) and taking values in a Banach space B is (strongly) measurable (with respect to Σ and the Borel algebra on B) if and only if 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
- Bochner integral
- Bochner space – Mathematical concept
- Measurable function – Function for which the preimage of a measurable set is measurable
- Measurable space – Basic object in measure theory; set and a sigma-algebra
- Pettis integral
- Vector measure
- Weakly measurable function
References
- Showalter, Ralph E. (1997). "Theorem III.1.1". Monotone operators in Banach space and nonlinear partial differential equations. Mathematical Surveys and Monographs 49. Providence, RI: American Mathematical Society. p. 103. ISBN 0-8218-0500-2. https://archive.org/details/monotoneoperatio00show..
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