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Tytuł artykułu

On Minimization and Learning of Deterministic ω-Automata in the Presence of Don't Care Words

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Języki publikacji
EN
Abstrakty
EN
We study minimization problems for deterministic ω-automata in the presence of don't care words. We prove that the number of priorities in deterministic parity automata can be efficiently minimized under an arbitrary set of don't care words. We derive that from a more general result from which one also obtains an efficient minimization algorithm for deterministic parity automata with informative right-congruence (without don't care words). We then analyze languages of don't care words with a trivial right-congruence. For such sets of don't care words it is known that weak deterministic Büchi automata (WDBA) have a unique minimal automaton that can be efficiently computed from a given WDBA (Eisinger, Klaedtke 2006). We give a congruence-based characterization of the corresponding minimal WDBA, and show that the don't care minimization results for WDBA do not extend to deterministic ω-automata with informative right-congruence: for this class there is no unique minimal automaton for a given don't care set with trivial right congruence, and the minimization problem is NP-hard. Finally, we extend an active learning algorithm for WDBA (Maler, Pnueli 1995) to the setting with an additional set of don't care words with trivial right-congruence.
Wydawca
Rocznik
Strony
69--90
Opis fizyczny
Bibliogr. 21 poz., rys.
Twórcy
  • Department of Computer Science RWTH Aachen University, Germany
  • Department of Computer Science RWTH Aachen University, Germany
Bibliografia
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  • [6] Thomas W. Automata on Infinite Objects. In: Leeuwen JV (ed.), Formal Models and Semantics, Handbook of Theoretical Computer Science, pp. 133-191. Elsevier, Amsterdam. ISBN 978-0-444-88074-1, 1990. doi: https://doi.org/10.1016/B978-0-444-88074-1.50009-3. URL https://www.sciencedirect.com/science/article/pii/B9780444880741500093.
  • [7] Grӓdel E, Thomas W, Wilke T (eds.). Automata, Logics, and Infinite Games: A Guide to Current Research [outcome of a Dagstuhl seminar, February 2001], volume 2500 of Lecture Notes in Computer Science. Springer, 2002. ISBN 3-540-00388-6. doi:10.1007/3-540-36387-4. URL https://doi.org/10.1007/3-540-36387-4.
  • [8] Lӧding C. Efficient minimization of deterministic weak ω-automata. Information Processing Letters, 2001. 79(3):105 - 109. doi:https://doi.org/10.1016/S0020-0190(00)00183-6. URL http://www.sciencedirect.com/science/article/pii/S0020019000001836.
  • [9] L Staiger KW. Automatentheoretische und Automatenfreie Charakterisierung Toplogischer Klassen Regulӓrer Folgenmengen. Elektron. Informationsverarbeitung und Kybernetik EIK 10, 1974. p. 379 392.
  • [10] Maler O, Staiger L. On syntactic congruences for omega-languages. Theoretical Computer Science, 1997. 183(1):93-112. doi:https://doi.org/10.1016/S0304-3975(96)00312-X. Formal Language Theory, URL https://www.sciencedirect.com/science/article/pii/S030439759600312X.
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  • [12] Maler O, Pnueli A. On the Learnability of Infinitary Regular Sets. Information and Computation, 1995. 118(2):316 - 326. doi:https://doi.org/10.1006/inco.1995.1070. URL http://www.sciencedirect.com/science/article/pii/S089054018571070X.
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  • [15] Angluin D, Fisman D. Regular omega-Languages with an Informative Right Congruence. Electronic Proceedings in Theoretical Computer Science, 2018. 277:265279. doi:10.4204/eptcs.277.19. URL http://dx.doi.org/10.4204/EPTCS.277.19.
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  • [17] Lӧding C, Pirogov A. New Optimizations and Heuristics for Determinization of Büchi Automata. In: Proceedings of the 17th International Symposium on Automated Technology for Verification and Analysis (ATVA’19), volume 11781 of Lecture Notes in Computer Science. Springer, 2019 .
  • [18] Bohn L, Lӧding C. Constructing Deterministic ω-Automata from Examples by an Extension of the RPNI Algorithm. In: 46th International Symposium on Mathematical Foundations of Computer Science, MFCS 2021, volume 202 of LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021 pp. 20:1-20:18. doi:10.4230/LIPIcs.MFCS.2021.20. URL https://doi.org/10.4230/LIPIcs.MFCS.2021.20.
  • [19] Angluin D, Fisman D, Shoval Y. Polynomial Identification of omega-Automata. CoRR, 2022. abs/2209.09336. doi:10.48550/arXiv.2209.09336. 2209.09336, URL https://doi.org/10.48550/arXiv.2209.09336.
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Typ dokumentu
Bibliografia
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