Application of particle swarm optimization algorithm for weighted fuzzy rule-based system

IECON Proceedings (Industrial Electronics Conference)

Volumn 3, Issue , 2004, Pages 2188-2191

  Liu, Yijian ^a   Zhu, Xuemei ^a   Zhang, Jianming ^b   Wang, Shuqing ^b  

^a NANJING NORMAL UNIVERSITY   (China)

^b STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; RANDOM PROCESSES;

PARTICLE SWARM OPTIMIZATION (PSO); PSO ALGORITHM; RANDOM NUMBERS; WEIGHTED FUZZY RULE-BASED SYSTEMS (WFRBS);

FUZZY SETS;

EID: 20544468099     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. O.Cordon, F.Herrera, F.Hoffmann, and L.Magdalena, "Genetic Fuzzy Systems-Evolutionary tuning and learning of fuzzy knowledge bases," Advances in Fuzzy Systems-Applications and Theory, vol.19, 2001.
2. O.Cordon, F.Herrera, and M.Lozano, "On the bi-directional integration of fiizzy logic and genetic algorithms," the 2nd Online Workshop Evolutionary Computation. (WEC2), Nagoya, Japan, 1996,pp.13-17.
3. C.L.Karr, "Adaptive control with fuzzy logic and genetic algorithms," Fuzzy Sets, Neural Networks, and Soft Computing, R.R.Yager and L.A.Zadeh, Eds. New York: Van Nostrand Reinhold, 1993.
4. C.L.Karr and E.J.Gentry, "Fuzzy control of pH using genetic algorithms," IEEE Trans. Fuzzy Syst.,vol.1, Feb, 1993, pp.46-53.
5. Xiao-Jun Zeng and Madan G. Singh, "Knowledge Bounded Least Squares Method for the Identification of Fuzzy Systems," IEEE Transactions on systems, man, and cybernetics, vol.33,No.1,2003, pp.24-32.
6. J. Kennedy, R. Eberhart, "Particle Swarm optimization," Proc. IEEE Inc. Conf. on Neural Networks,1995, pp.1942-1948
7. T. Ray and K.M. Liew, "A swarm with effective information sharing mechanism for unconstrained and constrained single objective optimization problems," Proc IEEE Int. Conf. on Evolutionary Computation,Seoul, 2001, pp.75-80.
8. th Annual Conf on Evolutionary Programming, Washington DC, 1998, pp.591-600.
9. R. Eberhart and Shi Yuhui, "Tracking and Optimizing dynamic systems with particle swarms," Proc IEEE Int Conf on Evolutionary Computation, Hawaii, 2001, pp.94-100.
10. D.E.Goldberg. Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley. 1989
11. H.Ishibuchi and T.Nakashima, "Voting in fuzzy rule-based systems for pattern classification problems," Fuzzy Sets Syst., vol.103, 1999, pp.223-238.