Recursively enumerable language

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In mathematics, logic and computer science, a recursively enumerable language is a type of formal language which is also called partially decidable or Turing-recognizable. It is known as a type-0 language in the Chomsky hierarchy of formal languages. The class of all recursively enumerable languages is called RE.

Contents

There exist three equivalent major definitions for the concept of a recursively enumerable language.

  1. A recursively enumerable formal language is a recursively enumerable subset in the set of all possible words over the alphabet of the language.
  2. A recursively enumerable language is a formal language for which there exists a Turing machine (or other computable function) which will enumerate all valid strings of the language. Note that, if the language is infinite, the enumerating algorithm provided can be chosen so that it avoids repetitions, since we can test whether the string produced for number n is "already" produced for a number which is less than n. If it already is produced, use the output for input n+1 instead (recursively), but again, test whether it is "new".
  3. A recursively enumerable language is a formal language for which there exists a Turing machine (or other computable function) that will halt and accept when presented with any string in the language as input but may either halt and reject or loop forever when presented with a string not in the language. Contrast this to recursive languages, which require that the Turing machine halts in all cases.

All regular, context-free, context-sensitive and recursive languages are recursively enumerable.

RE, together with its complement co-RE, form the basis for the arithmetical hierarchy.

Recursively enumerable languages are closed under the following operations. That is, if L and P are two recursively enumerable languages, then the following languages are recursively enumerable as well:

Note that recursively enumerable languages are not closed under set difference or complementation. The set difference L\P may or may not be recursively enumerable. The complement of L is recursively enumerable iff L is recursive.

  • Sipser, M. (1996), Introduction to the Theory of Computation, PWS Publishing Co.
  • Kozen, D.C. (1997), Automata and Computability, Springer.
Automata theory: formal languages and formal grammars
Chomsky
hierarchy
Grammars Languages Minimal
automaton
Type-0 Unrestricted Recursively enumerable Turing machine
n/a (no common name) Recursive Decider
Type-1 Context-sensitive Context-sensitive Linear-bounded
n/a Indexed Indexed Nested stack
n/a Tree-adjoining Mildly context-sensitive Embedded pushdown
Type-2 Context-free Context-free Nondeterministic pushdown
n/a Deterministic context-free Deterministic context-free Deterministic pushdown
Type-3 Regular Regular Finite
Each category of languages or grammars is a proper subset of the category directly above it.
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