Modified bacterial memetic algorithm used for fuzzy rule base extraction

5th International Conference on Soft Computing as Transdisciplinary Science and Technology, CSTST '08 - Proceedings

Volumn , Issue , 2008, Pages 425-431

  Gál, László ^a,b   Botzheim, János ^a,c   Kóczy, László T ^a,c  

^a SZÉCHENYI ISTVÁN UNIVERSITY   (Hungary)

^b UNIVERSITY OF WEST HUNGARY   (Hungary)

^c BUDAPEST UNIVERSITY OF TECHNOLOGY AND ECONOMICS   (Hungary)

Author keywords

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

Indexed keywords

BACTERIAL MEMETIC ALGORITHM; BMA WITH THE MODIFIED OPERATOR EXECUTION ORDER; KNOT ORDER VIOLATION; LEVENBERG-MARQUARDT METHOD; MAMDANI; MODIFIED OPERATORS; TYPE INFERENCES;

ALGORITHMS; BACTERIOLOGY; FUZZY RULES; FUZZY SYSTEMS; MATHEMATICAL OPERATORS; SOFT COMPUTING;

FUZZY INFERENCE;

EID: 69349099838     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1456223.1456310     Document Type: Conference Paper

References (12)

1. E. Backer, "Cluster Analysis by Optimal Decomposition of Induced Fuzzy Sets." Delft, The Netherlands: Delft University, 1978.
2. M. Sugeno and K. T. Kang, "Structure Identification of Fuzzy Model." Fuzzy Sets and Systems, Vol. 28, 1988, pp. 15-33.
3. N.E. Nawa, T. Hashiyama, T. Furuhashi, and Y. Uchikawa, "A study on fuzzy rules discovery using pseudo-bacterial genetic algorithm with adaptive operator." Proceedings of IEEE Int. Conf. on Evolutionary Computation, ICEC'97, 1997.
4. N.E. Nawa and T. Furuhashi, "Fuzzy Systems Parameters Discovery by Bacterial Evolutionary Algorithms," IEEE Transactions on Fuzzy Systems 7, 1999, pp. 608-616.
5. J. Botzheim, C. Cabrita, L. T. Kóczy, and A. E. Ruano, "Fuzzy rule extraction by bacterial memetic algorithm," IFSA 2005, Beijing, China, 2005, pp.1563-1568.
6. C. Cabrita, J. Botzheim, T. D. Gedeon, A. E. Ruano, L. T. Kóczy, and C. Fonseca, "Bacterial Memetic Algorithm for Fuzzy Rule Base Optimization," World Automation Congress, 2006. WAC '06
7. J. H. Holland, "Adaptation in Nature and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence," The MIT Press, Cambridge, MA, 1992.
8. D. Marquardt, "An Algorithm for Least-Squares Estimation of Nonlinear Parameters," SIAM J. Appl. Math., 11, 1963, pp. 431-441.
9. J. Botzheim, C. Cabrita, L. T. Kóczy, and A. E. Ruano, "Estimating Fuzzy Membership Functions Parameters by the Levenberg-Marquardt Algorithm," FUZZ-IEEE 2004, Budapest, Hungary pp. 1667-1672.
10. J. Botzheim, L. T. Kóczy and A. E. Ruano, "Extension of the Levenberg-Marquardt algorithm for the extraction of trapezoidal and general piecewise linear fuzzy rules," IEEE World Congress on Computational Intelligence, Honolulu, 2002, pp. 815-819.
11. L. Gál, J. Botzheim, L. T. Kóczy, and A. E. Ruano, "Fuzzy Rule Base Extraction by the Improved Bacterial Memetic Algorithm," 6th International Symposium on Applied Machine Intelligence and Informatics Herl'any, Slovakia, January 21-22, 2008. pp. 49-53.
12. L. Gál, J. Botzheim, and L. T. Kóczy, "Improvements to the Bacterial Memetic Algorithm used for Fuzzy Rule Base Extraction, " Computational Intelligence for Measurement Systems and Applications, CIMSA 2008, Istanbul, Turkey, 2008, pp. 38-43.