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The '''star height problem''' in [[formal language theory]] is the question whether all [[regular language]]s can be expressed using [[Regular_expression#Formal_language_theory|regular expression]]s of limited [[star height]], i.e. with a limited nesting depth of [[Kleene star]]s. Specifically, is a nesting depth of one always sufficient? If not, is there an [[algorithm]] to determine how many are required? The problem was raised by {{harvtxt|Eggan|1963}}.
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==Families of regular languages with unbounded star height==
The first question was answered in the negative when in 1963, Eggan gave examples of regular languages of [[star height]] ''n'' for every ''n''. Here, the star height ''h''(''L'') of a regular language ''L'' is defined as the minimum star height among all regular expressions representing ''L''. The first few languages found by {{harvtxt|Eggan|1963}} are described in the following, by means of giving a regular expression for each language:
 
:<math>\begin{alignat}{2}
e_1 &= a_1^* \\
e_2 &= \left(a_1^*a_2^*a_3\right)^*\\
e_3 &= \left(\left(a_1^*a_2^*a_3\right)^*\left(a_4^*a_5^*a_6\right)^*a_7\right)^*\\
e_4 &= \left(
\left(\left(a_1^*a_2^*a_3\right)^*\left(a_4^*a_5^*a_6\right)^*a_7\right)^*
\left(\left(a_8^*a_9^*a_{10}\right)^*\left(a_{11}^*a_{12}^*a_{13}\right)^*a_{14}\right)^*
a_{15}\right)^*
\end{alignat}
</math>
 
The construction principle for these expressions is that expression <math>e_{n+1}</math> is obtained by concatenating two copies of <math>e_n</math>, appropriately renaming the letters of the second copy using fresh alphabet symbols, concatenating the result with another fresh alphabet symbol, and then by surrounding the resulting expression with a Kleene star. The remaining, more difficult part, is to prove that for <math>e_n</math> there is no equivalent regular expression of star height less than ''n''; a proof is given in {{harv|Eggan|1963}}.
 
However, Eggan's examples use a large [[Alphabet (computer science)|alphabet]], of size 2<sup>''n''</sup>-1 for the language with star height ''n''. He thus asked whether we can also find examples over binary alphabets. This was proved to be true shortly afterwards by {{harvtxt|Dejean|Schützenberger|1966}}.  
Their examples can be described by an [[inductive definition|inductively defined]] family of regular expressions over the binary alphabet <math>\{a,b\}</math> as follows&ndash;cf. {{harvtxt|Salomaa|1981}}:
:<math>\begin{alignat}{2}
e_1 & = (ab)^* \\
e_2 & = \left(aa(ab)^*bb(ab)^*\right)^* \\
e_3 & = \left(aaaa \left(aa(ab)^*bb(ab)^*\right)^* bbbb \left(aa(ab)^*bb(ab)^*\right)^*\right)^* \\
\, & \cdots \\
e_{n+1} & = (\,\underbrace{a\cdots a}_{2^n}\, \cdot \, e_n\, \cdot\, \underbrace{b\cdots b}_{2^n}\, \cdot\, e_n \,)^*
\end{alignat}
</math>
 
Again, a rigorous proof is needed for the fact that <math>e_n</math> does not admit an equivalent regular expression of lower star height. Proofs are given by {{harv|Dejean|Schützenberger|1966}} and by {{harv|Salomaa|1981}}.
 
==Computing the star height of regular languages==
In contrast, the second question turned out to be much more difficult, and the question became a famous open problem in formal language theory for over two decades {{harv|Brzozowski|1980}}. For years, there was only little progress. The [[pure-group language]]s were the first interesting family of regular languages for which the star height problem was proved to be [[decidable]] {{harv|McNaughton|1967}}. But the general problem remained open for more than 25 years until it was settled by [[Kosaburo Hashiguchi|Hashiguchi]], who in 1988 published an algorithm to determine the [[star height]] of any regular language. The algorithm wasn't at all practical, being of non-[[ELEMENTARY|elementary]] complexity. To illustrate the immense resource consumptions of that algorithm, Lombardy and Sakarovitch (2002) give some actual numbers:
 
{{cquote|
[The procedure described by Hashiguchi] leads to computations that are by far impossible, even for very small examples. For instance, if ''L'' is accepted by a 4 state automaton of loop complexity 3 (and with a small 10 element transition monoid), then a ''very low minorant'' of the number of languages to be tested with ''L'' for equality is:
 
<math>\left(10^{10^{10}}\right)^{\left(10^{10^{10}}\right)^{\left(10^{10^{10}}\right)}}.</math>
|4=S. Lombardy and J. Sakarovitch
|5=''Star Height of Reversible Languages and Universal Automata'', LATIN 2002
}}
Notice that alone the number <math>10^{10^{10}}</math> has 10 billion zeros when written down in [[decimal notation]], and is already ''by far'' larger than the [[Observable_universe#Matter_content|number of atoms in the observable universe]].  
 
A much more efficient algorithm than Hashiguchi's procedure was devised by Kirsten in 2005. This algorithm runs, for a given [[nondeterministic finite automaton]] as input, within double-[[EXPSPACE|exponential space]]. Yet the resource requirements of this algorithm still greatly exceed the margins of what is considered practically feasible.
 
==See also==
*[[Generalized star height problem]]
 
==References==
*{{cite journal |first=Lawrence C. |last=Eggan |title=Transition graphs and the star-height of regular events | journal=[[Michigan Mathematical Journal]] | volume=10 | issue=4 | pages=385–397 | year=1963 | doi=10.1307/mmj/1028998975 | zbl=0173.01504 }}
*{{cite journal |first=Françoise |last=Dejean |authorlink2=Marcel-Paul Schützenberger |first2=Marcel-Paul |last2=Schützenberger |title=On a Question of Eggan |journal=[[Information and Control]] |volume=9 |issue=1 |pages=23–25 |year=1966 |doi=10.1016/S0019-9958(66)90083-0 }}
* {{cite journal
| title = The Loop Complexity of Pure-Group Events
| year = 1967
| last = McNaughton |first=Robert
| journal = Information and Control
| pages = 167–176
| volume = 11
| issue = 1–2
| doi=10.1016/S0019-9958(67)90481-0
}}
*{{cite book |authorlink=Janusz Brzozowski (computer scientist) |first=Janusz A. |last=Brzozowski |chapter=Open problems about regular languages |editor-first=Ronald V. |editor-last=Book |title=Formal language theory—Perspectives and open problems |pages=23–47 |publisher=Academic Press |location=New York |year=1980 |isbn=0-12-115350-9 }} [https://www.cs.uwaterloo.ca/research/tr/1980/CS-80-03.pdf (technical report version)]
* {{cite book |title=Jewels of Formal Language Theory |last= Salomaa |first= Arto |authorlink=Arto Salomaa |year=1981 |publisher=Pitman Publishing |location=Melbourne |isbn=0-273-08522-0 |zbl=0487.68063 }}
*{{cite journal |first=Kosaburo |last=Hashiguchi |title=Regular languages of star height one |journal=Information and Control |volume=53 |issue=2 |pages=199–210 |year=1982 |doi=10.1016/S0019-9958(82)91028-2 }}
*{{cite journal |first=Kosaburo |last=Hashiguchi |title=Algorithms for Determining Relative Star Height and Star Height |journal=Information and Computation |volume=78 |issue=2 |pages=124–169 |year=1988 |doi=10.1016/0890-5401(88)90033-8 }}
*{{cite paper |first=Sylvain |last=Lombardy |first2=Jacques |last2=Sakarovitch |title=Star Height of Reversible Languages and Universal Automata |work=5th Latin American Symposium on Theoretical Informatics (LATIN) 2002, vol. 2286 of LNCS |publisher=Springer |url=http://www-igm.univ-mlv.fr/~lombardy/publi/LATIN.pdf |year=2002 }}
*{{cite journal |first=Daniel |last=Kirsten |title=Distance Desert Automata and the Star Height Problem |journal=RAIRO - Informatique Théorique et Applications |volume=39 |issue=3 |pages=455–509 |year=2005 |doi=10.1051/ita:2005027 }}
* {{cite book | last=Sakarovitch | first=Jacques | title=Elements of automata theory | others=Translated from the French by Reuben Thomas | location=Cambridge | publisher=[[Cambridge University Press]] | year=2009 | isbn=978-0-521-84425-3 | zbl=1188.68177 }}
 
[[Category:Automata theory]]
[[Category:Formal languages]]
[[Category:Theorems in discrete mathematics]]

Revision as of 20:51, 9 February 2014

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