A framework for identification of fuzzy models through particle swarm optimization algorithm

Proceedings of INDICON 2005: An International Conference of IEEE India Council

Volumn 2005, Issue , 2005, Pages 388-391

  Khosla, Arun ^a   Kumar, Shakti ^b   Aggarwal, K K ^c  

^a DR B R AMBEDKAR NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b Haryana Engineering College   (India)

^c GURU GOBIND SINGH INDRAPRASTHA UNIVERSITY   (India)

Author keywords

Encoding; Fitness function; Fuzzy models; Particle swarm optimization; Swarm intelligence

Indexed keywords

ENCODING (SYMBOLS); EVOLUTIONARY ALGORITHMS; FUNCTIONS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; STOCHASTIC CONTROL SYSTEMS;

FITNESS FUNCTIONS; FUZZY MODELS; PARTICLE SWARM OPTIMIZATION (PSO); SWARM INTELLIGENCE;

FUZZY SETS;

EID: 33847117702     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INDCON.2005.1590196     Document Type: Conference Paper

References (11)

1. K.E. Parsopoulos and M.N. Vrahatis, "Recent approaches to global optimization problems through Particle Swarm Optimization," Natural Computing, Kluwer Academic Publishers, 2002, pp. 235-306.
2. Eberhart R.C and Shi Y., "Particle Swarm Optimization: Developments, Applications and Resources", Proc. Congress on Evolutionary Computation 2001, Seoul, Korea, pp. 81-86.
3. J. Kennedy and R. Eberhart, "Particle Swarm Optimization", Proc. IEEE Trans. Neural Networks, vol. IV, Perth, Australia, December 1995, pp. 1942-1948.
4. J. Kennedy and R. Eberhart, Swarm Intelligence, Morgan Kaufmann Publishers, 2001.
5. Y. Shi and R. Eberhart, "Empirical Study of Particle Swarm Optimization", Proc. Congress on Evolutionary Computation, 1999, pp. 1945-1950.
6. John Yen and Reza Langari, Fuzzy Logic - Intelligence, Control and Information, Pearson Education, First Indian Reprint, 2003.
7. H.Hellendoorn and D. Driankov (Eds.), Fuzzy Model Identification - Selected Approaches, Springer-Verlag, 1997.
8. Y.Shi, R. Eberhart and Y.Chen, "Implementation of Evolutionary Fuzzy Systems", IEEE Trans. Fuzzy Systems, Vol. 7, No. 2, 1999 pp. 109-119.
9. A. Khosla, S. Kumar and K.K. Aggarwal, Design and Development of RFC-10: A Fuzzy Logic Based Rapid Battery Charger for Nickel-Cadmium Batteries,HiPC2002 Workshop on Soft Computing, Bangalore, 2002, pp. 9-14.
10. A. Khosla, Design and Development of RFC-10: A Fuzzy Logic Based Rapid Battery Charger for Nickel-Cadmium Batteries, M.Tech. Thesis, Kurukshetra University, Kurukshetra. India, 1997.
11. http://sourceforge.net/projects/fuzzymodeler