Modified bacterial memetic algorithm used for fuzzy rule base extraction

László Gál, János Botzheim, László T. Kóczy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Abstract

In this paper we discuss an improved version of the Bacterial Memetic Algorithm (BMA) used for fuzzy rule base extraction. In previous works we have found several ways to improve the original BMA. Some of them perform well rather in the case of more complex fuzzy rule base, and some of them perform well rather in the case of less complex fuzzy rule base. We have combined the improvements into a new version of the BMA that performs well in each case investigated.

Original languageEnglish
Title of host publication5th International Conference on Soft Computing as Transdisciplinary Science and Technology, CSTST '08 - Proceedings
Pages425-431
Number of pages7
DOIs
Publication statusPublished - Dec 1 2008
Event5th International Conference on Soft Computing As Transdisciplinary Science and Technology, CSTST '08 - Cergy-Pontoise, France
Duration: Oct 28 2008Oct 31 2008

Publication series

Name5th International Conference on Soft Computing as Transdisciplinary Science and Technology, CSTST '08 - Proceedings

Other

Other5th International Conference on Soft Computing As Transdisciplinary Science and Technology, CSTST '08
CountryFrance
CityCergy-Pontoise
Period10/28/0810/31/08

Keywords

  • BMA with the modified operator execution order
  • Bacterial Memetic Algorithm (BMA)
  • Fuzzy systems
  • Knot order violation handling
  • Levenberg-Marquardt method
  • Mamdani-type inference systems
  • Modified BMA (MBMA)

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Theoretical Computer Science

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  • Cite this

    Gál, L., Botzheim, J., & Kóczy, L. T. (2008). Modified bacterial memetic algorithm used for fuzzy rule base extraction. In 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, CSTST '08 - Proceedings (pp. 425-431). (5th International Conference on Soft Computing as Transdisciplinary Science and Technology, CSTST '08 - Proceedings). https://doi.org/10.1145/1456223.1456310