Hermann Gruber - Digraph complexity measures and applications in formal language theory

dmtcs:583 - Discrete Mathematics & Theoretical Computer Science, November 12, 2012, Vol. 14 no. 2 - https://doi.org/10.46298/dmtcs.583
Digraph complexity measures and applications in formal language theoryArticle

Authors: Hermann Gruber ORCID1

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We investigate structural complexity measures on digraphs, in particular the cycle rank. This concept is intimately related to a classical topic in formal language theory, namely the star height of regular languages. We explore this connection, and obtain several new algorithmic insights regarding both cycle rank and star height. Among other results, we show that computing the cycle rank is NP-complete, even for sparse digraphs of maximum outdegree 2. Notwithstanding, we provide both a polynomial-time approximation algorithm and an exponential-time exact algorithm for this problem. The former algorithm yields an O((log n)^(3/2))- approximation in polynomial time, whereas the latter yields the optimum solution, and runs in time and space O*(1.9129^n) on digraphs of maximum outdegree at most two. Regarding the star height problem, we identify a subclass of the regular languages for which we can precisely determine the computational complexity of the star height problem. Namely, the star height problem for bideterministic languages is NP-complete, and this holds already for binary alphabets. Then we translate the algorithmic results concerning cycle rank to the bideterministic star height problem, thus giving a polynomial-time approximation as well as a reasonably fast exact exponential algorithm for bideterministic star height.

Volume: Vol. 14 no. 2
Section: Automata, Logic and Semantics
Published on: November 12, 2012
Accepted on: June 9, 2015
Submitted on: July 12, 2012
Keywords: [INFO.INFO-DM] Computer Science [cs]/Discrete Mathematics [cs.DM]

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