Semicomputable Function
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computability theory Computability theory, also known as recursion theory, is a branch of mathematical logic, computer science, and the theory of computation that originated in the 1930s with the study of computable functions and Turing degrees. The field has since e ...
, a semicomputable function is a
partial function In mathematics, a partial function from a set to a set is a function from a subset of (possibly itself) to . The subset , that is, the domain of viewed as a function, is called the domain of definition of . If equals , that is, if is de ...
f : \mathbb \rightarrow \mathbb that can be approximated either from above or from below by a
computable function Computable functions are the basic objects of study in computability theory. Computable functions are the formalized analogue of the intuitive notion of algorithms, in the sense that a function is computable if there exists an algorithm that can do ...
. More precisely a
partial function In mathematics, a partial function from a set to a set is a function from a subset of (possibly itself) to . The subset , that is, the domain of viewed as a function, is called the domain of definition of . If equals , that is, if is de ...
f : \mathbb \rightarrow \mathbb is upper semicomputable, meaning it can be approximated from above, if there exists a
computable function Computable functions are the basic objects of study in computability theory. Computable functions are the formalized analogue of the intuitive notion of algorithms, in the sense that a function is computable if there exists an algorithm that can do ...
\phi(x,k) : \mathbb \times \mathbb \rightarrow \mathbb, where x is the desired parameter for f(x) and k is the level of approximation, such that: * \lim_ \phi(x,k) = f(x) * \forall k \in \mathbb : \phi(x,k+1) \leq \phi(x,k) Completely analogous a
partial function In mathematics, a partial function from a set to a set is a function from a subset of (possibly itself) to . The subset , that is, the domain of viewed as a function, is called the domain of definition of . If equals , that is, if is de ...
f : \mathbb \rightarrow \mathbb is lower semicomputable if and only if -f(x) is upper semicomputable or equivalently if there exists a
computable function Computable functions are the basic objects of study in computability theory. Computable functions are the formalized analogue of the intuitive notion of algorithms, in the sense that a function is computable if there exists an algorithm that can do ...
\phi(x,k) such that: * \lim_ \phi(x,k) = f(x) * \forall k \in \mathbb : \phi(x,k+1) \geq \phi(x,k) If a
partial function In mathematics, a partial function from a set to a set is a function from a subset of (possibly itself) to . The subset , that is, the domain of viewed as a function, is called the domain of definition of . If equals , that is, if is de ...
is both upper and lower semicomputable it is called computable.


See also

*
Computability theory Computability theory, also known as recursion theory, is a branch of mathematical logic, computer science, and the theory of computation that originated in the 1930s with the study of computable functions and Turing degrees. The field has since e ...


References

* Ming Li and Paul Vitányi, ''An Introduction to Kolmogorov Complexity and Its Applications'', pp 37–38, Springer, 1997. Mathematical logic {{mathlogic-stub