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Inducing Regular Languages Using Grammar-Based Classifier System

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Grammatical Inference: Algorithms and Applications (ICGI 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5278))

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Abstract

This paper takes up the topic of a task of training Grammar-based Classifier System (GCS) to regular grammars from data. GCS is a new model of Learning Classifier Systems in which the population of classifiers has a form of a context-free grammar rule set in a Chomsky Normal Form. Near-optimal solutions or better than reported in the literature were obtained.

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References

  1. Cicchello, O., Kremer, S.C.: Beyond EDSM. In: Adriaans, P.W., Fernau, H., van Zaanen, M. (eds.) ICGI 2002. LNCS (LNAI), vol. 2484, pp. 37–48. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  2. Holland, J.: Escaping Brittleness: The possibilities of General-Purpose Learning Algorithms Applied to Parallel Rule-Based Systems. In: Michalski, R.S., et al. (eds.) Machine Learning, an Artificial Intelligence Approach, vol. II, pp. 593–623. Morgan Kaufmann, San Francisco (1986)

    Google Scholar 

  3. Lucas, S., Reynolds, T.J.: Learning DFA: Evolution versus Evidence Driven State Merging. In: Proc. Congress Evolutionary Computation, pp. 351–358 (2003)

    Google Scholar 

  4. Luke, S., Hamahashi, S., Kitano, H.: ‘Genetic’ Programming. In: Banzhaf, W., et al. (eds.) Proc. Genetic and Evolutionary Computation Conf., pp. 1098–1105 (1999)

    Google Scholar 

  5. Unold, O.: Context-free grammar induction with grammar-based classifier system. Archives of Control Science 15 (LI)(4), 681–690 (2005)

    Google Scholar 

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Authors and Affiliations

  1. Institute of Computer Engineering, Control and Robotics, Wroclaw University of Technology, Wyb. Wyspianskiego 27, 50-370, Wroclaw, Poland

    Olgierd Unold

Authors
  1. Olgierd Unold
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Alexander Clark François Coste Laurent Miclet

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© 2008 Springer-Verlag Berlin Heidelberg

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Unold, O. (2008). Inducing Regular Languages Using Grammar-Based Classifier System. In: Clark, A., Coste, F., Miclet, L. (eds) Grammatical Inference: Algorithms and Applications. ICGI 2008. Lecture Notes in Computer Science(), vol 5278. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88009-7_28

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  • DOI: https://doi.org/10.1007/978-3-540-88009-7_28

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-88008-0

  • Online ISBN: 978-3-540-88009-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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