Cybernetics and Systems Analysis

, Volume 52, Issue 1, pp 38–45 | Cite as

Fuzzy Object-Oriented Dynamic Networks. II *

Article

Abstract

This article generalizes object-oriented dynamic networks to the fuzzy case, which allows one to represent knowledge on objects and classes of objects that are fuzzy by nature and also to model their changes in time. Within the framework of the approach described, a mechanism is proposed that makes it possible to acquire new knowledge on the basis of basic knowledge and considerably differs from well-known methods used in existing models of knowledge representation. The approach is illustrated by an example of construction of a concrete fuzzy object-oriented dynamic network.

Keywords

fuzzy object class of fuzzy objects modifier exploiter 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    L. A. Zadeh, “Fuzzy sets,” Information and Control, 8, No. 3, 338–353 (1965).MathSciNetCrossRefMATHGoogle Scholar
  2. 2.
    K. S. Leung and M. H. Wong, “Fuzzy concepts in an object oriented expert system shell,” International Journal of Intelligent Systems, 7, No. 2, 171–192 (1992).CrossRefMATHGoogle Scholar
  3. 3.
    F. Berzal, N. Marin, O. Pons, and M. A. Vila, “Managing fuzziness on conventional object-oriented platforms,” International Journal of Intelligent Systems, 22, No. 7, 781–803 (2007).CrossRefMATHGoogle Scholar
  4. 4.
    N. Marin, O. Pons, and M. A. Vila, “Fuzzy types: A new concept of type for managing vague structures,” International Journal of Intelligent Systems, 15, No. 11, 1061–1085 (2000).CrossRefMATHGoogle Scholar
  5. 5.
    T. D. Ndousse, “Intelligent systems modeling with reusable fuzzy objects,” International Journal of Intelligent Systems, 12, No. 2, 137–152 (1997).CrossRefMATHGoogle Scholar
  6. 6.
    D. O. Terletskyi and A. I. Provotar, “Object-oriented dynamic networks,” in: G. Setlak and K. Markov (eds.), Computational Models for Business and Engineering Domains, ITHEA, Rzeszow (2014).Google Scholar
  7. 7.
    D. A. Terletskyi and A. I. Provotar, “Fuzzy object-oriented dynamic networks. I,” Cybernetics and Systems Analysis, 51, No. 1, 34–40 (2015).CrossRefMATHGoogle Scholar
  8. 8.
    Z. M. Ma, W. J. Zhang, and W. Y. Ma, “Extending object-oriented databases for fuzzy information modeling,” Journal Information Systems — Databases: Creation, Management and Utilization, 29, No. 5, 421–435 (2003).Google Scholar
  9. 9.
    F. Zhang and Z. M. Ma, “Construction of fuzzy ontologies from fuzzy UML models,” International Journal of Computational Intelligence Systems, 6, No. 3, 442–472 (2013).CrossRefGoogle Scholar
  10. 10.
    G. Bordogna, G. Pasi, and D. Lucarella, “A fuzzy object-oriented data model for managing vague and uncertain information,” International Journal of Intelligent Systems, 14, No. 7, 623–651 (1999).CrossRefGoogle Scholar
  11. 11.
    B. Stroustrup, The C++ Programming Language: Fourth Edition, Addison-Wesley, Upper Saddle River (N.J.) (2013).Google Scholar
  12. 12.
    I. Graham and P. L. Jones, “A theory of fuzzy frames: Part 1,” Bulletin for Studies and Exchanges on Fuzziness and its Applications, No. 31, 109–132 (1987).Google Scholar
  13. 13.
    I. Graham and P. L. Jones, “A theory of fuzzy frames: Part 2,” Bulletin for Studies and Exchanges on Fuzziness and its Applications, No. 32, 120–135 (1987).Google Scholar
  14. 14.
    R. J. Brachman and H. J. Levesque, Knowledge Representation and Reasoning, Morgan Kaufmann, San Francisco (2004).Google Scholar
  15. 15.
    M. Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems, 2nd Edition, Addison-Wesley, Harlow (2004).Google Scholar
  16. 16.
    D. O. Terletskyi and O. I. Provotar, “Mathematical foundations for designing and development of intelligent systems of information analysis,” Problems in Programming, Nos. 2–3, 233–241 (2014).Google Scholar

Copyright information

© Springer Science+Business Media New York 2016

Authors and Affiliations

  1. 1.Taras Shevchenko National University of KyivKyivUkraine

Personalised recommendations