A novel approach for complete identification of dynamic fractional order systems using stochastic optimization algorithms and fractional calculus

Proceedings of ICECE 2008 - 5th International Conference on Electrical and Computer Engineering

Volumn , Issue , 2008, Pages 867-872

  Maiti, Deepyaman ^a   Chakraborty, Mithun ^a   Konar, Amit ^a  

^a JADAVPUR UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATION OF PROCESS; FITNESS FUNCTIONS; FRACTIONAL CALCULUS; FRACTIONAL ORDERS; FRACTIONAL-ORDER SYSTEMS; HIGH DEGREE OF ACCURACIES; PARTICLE SWARM OPTIMIZATION TECHNIQUES; PROCESS PARAMETERS; REAL PROCESS; SIMULTANEOUS EQUATIONS; STOCHASTIC OPTIMIZATION ALGORITHMS; SYSTEM IDENTIFICATIONS;

CONTROL THEORY; DYNAMICAL SYSTEMS; FUNCTION EVALUATION; PARAMETER ESTIMATION;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 63449113899     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICECE.2008.4769333     Document Type: Conference Paper

References (14)

1. J. P. Norton, An Introduction to Identification, Academic Press, London, 1986.
2. K. J. Astrom, B. Wittenmark, Adaptive Control, Second Edition, Pearson Education, Inc., 1995.
3. L. Ljung, System Identification-Theory for the User, Prentice-Hall, Englewood Cliffs, N.J., 1987.
4. P. J. Torvik, R. L. Bagley, "On the appearance of the fractional derivative in the behaviour of real materials", Transactions of the ASME, vol. 51, June 1984, pp. 294-298.
5. th International Conference on Process Control and Simulation - ASRTP'96, no. 1, Kosice, Slovak Republic, pp. 62-68.
6. I. Podlubny, Fractional Differential Equations, Academic Press, San Diego, 1999.
7. L. Dorcak, Numerical Methods for Simulation the Fractional-Order Control Systems, UEF SAV, The Academy of Sciences Institute of Experimental Physics, Kosice, Slovak Republic, 1994.
8. I. Podlubny, The Laplace Transform Method for Linear Differential Equations of the Fractional Order, UEF-02-94, The Academy of Sciences Institute of Experimental Physics, Kosice, Slovak Republic, 1994.
9. K. B. Oldham, J. Spanier, The Fractional Calculus, Academic Press, New York, 1974.
10. en.wikipedia.org/wiki/Riemann-Liouville-differintegral.
11. en.wikipedia.org/wiki/Fractional-calculus.
12. J. Kennedy, R. C. Eberhart, "Particle swarm optimization", Proc. of the IEEE International Conference on Neural Networks, pp. 1942-1948, 1995.
13. Y. Shi, R. C. Eberhart, "A modified particle swarm optimizer", Proc. of the IEEE Congress on Evolutionary Computation, pp. 69-73, 1998.
14. M. P. Song, G. H. Gu, "Research on particle swarm optimization: A review", Proc. of the Third International Conf. On Machine Learning and Cybernetics, pp. 2236-2241, 2004.