Star height


In theoretical computer science, more precisely in the theory of formal languages, the star height is a measure for the structural complexity
of regular expressions and regular languages. The star height of a regular expression equals the maximum nesting depth of stars appearing in that expression. The star height of a regular language is the least star height of any regular expression for that language.
The concept of star height was first defined and studied by Eggan.

Formal definition

More formally, the star height of a regular expression
E over a finite alphabet A is inductively defined as follows:
Here, is the special regular expression denoting the empty set and ε the special one denoting the empty word;
E and F are arbitrary regular expressions.
The star height h of a regular language L is defined as the minimum star height among all regular expressions representing L.
The intuition is here that if the language L has large star height, then it is in some sense inherently complex, since it cannot be described
by means of an "easy" regular expression, of low star height.

Examples

While computing the star height of a regular expression is easy, determining the star height of a language can be sometimes tricky.
For illustration, the regular expression
over the alphabet A =
has star height 2. However, the described language is just the set of all words ending in an a: thus the language can also be described by the expression
which is only of star height 1. To prove that this language indeed has star height 1, one still needs to rule out that it could be described by a regular
expression of lower star height. For our example, this can be done by an indirect proof: One proves that a language of star height 0
contains only finitely many words. Since the language under consideration is infinite, it cannot be of star height 0.
The star height of a group language is computable: for example, the star height of the language over in which the number of occurrences of a and b are congruent modulo 2n is n.

Eggan's theorem

In his seminal study of the star height of regular languages, established a relation between the theories of regular expressions, finite automata, and of directed graphs. In subsequent years, this relation became known as Eggan's theorem, cf.. We recall a few concepts from graph theory and automata theory.

In graph theory, the cycle rank r of a directed graph is inductively defined as follows:
In automata theory, a nondeterministic finite automaton with ε-moves is defined as a 5-tuple,, consisting of
A word w ∈ Σ* is accepted by the ε-NFA if there exists a directed path from the initial state q0 to some final state in F using edges from δ, such that the concatenation of all labels visited along the path yields the word w. The set of all words over Σ* accepted by the automaton is the language accepted by the automaton A.
When speaking of digraph properties of a nondeterministic finite automaton A with state set Q, we naturally address the digraph with vertex set Q induced by its transition relation. Now the theorem is stated as follows.
Proofs of this theorem are given by, and more recently by.

Generalized star height

The above definition assumes that regular expressions are built from the elements of the alphabet A
using only the standard operators set union, concatenation, and Kleene star. Generalized regular expressions are defined just as regular expressions, but here also the set complement operator is allowed
. If we alter the definition such that taking complements does not increase the star height, that is,
we can define the generalized star height of a regular language L as the minimum star height among all generalized regular expressions
representing L.
Note that, whereas it is immediate that a language of star height 0 can contain only finitely many words, there exist infinite
languages having generalized star height 0. For instance, the regular expression
which we saw in the example above, can be equivalently described by the generalized regular expression
since the complement of the empty set is precisely the set of all words over A. Thus the set of all words over the alphabet A ending in the letter a has star height one, while its
generalized star height equals zero.
Languages of generalized star height zero are also called star-free languages. It can be shown that a language L is star-free if and only if its syntactic monoid is aperiodic.