Performance comparison of genetic and tabu search algorithms for system identification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4251 LNAI - I, Issue , 2006, Pages 94-101

  Bagis, Aytekin ^a  

^a ERCIYES UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; IDENTIFICATION (CONTROL SYSTEMS); ONLINE SYSTEMS; OPTIMIZATION; RESPONSE TIME (COMPUTER SYSTEMS);

IDENTIFICATION PROBLEMS; OPEN LOOP STEP RESPONSE ANALYSIS; PERFORMANCE COMPARISON; TABU SEARCH ALGORITHMS;

GENETIC ALGORITHMS;

EID: 33750703923     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11892960_12     Document Type: Conference Paper

References (9)

1. Ljung, L.: System Identification. Prentice-Hall Englewood Cliffs, NJ. (1987).
2. Pintelon, R., Guillaume, P., Rolain, Y., Verbeyst, F.: Identification of Linear Systems Captured in a Feedback Loop. IEEE Trans. on Inst. and Measurement 41(6) (1992) 747-754.
3. Schoukens, J., Pintelon, R., Vandersteen, G., Guillaume, P.: Frequency Domain System Identification using Nonparametric Noise Models Estimated from A Small Number of Data Sets. Automatica 33(6) (1997) 1073-1086.
4. Solbrand, G., Ahlen, A., Ljung, L.: Recursive Methods for Off-Line Identification. Int.Journal of Control 41(1) (1985) 177-191.
5. Söderström, T., Stoica, P.: System Identification. Prentice-Hall Englewood Cliffs NJ. (1989).
6. Pintelon, R., Guillaume, P., Rolain, Y., Schoukens, J., VanHamme, H.: Parametric Identification of Transfer Functions in the Frequency Domain-A Survey. IEEE Trans. on Automatic Control 39(11) (1994) 2245-2260.
7. Schoukens, J., Pintelon, R., VanHamme, H.: Identification of Linear Dynamic Systems using Piecewise Constant Excitations: Use, Misuse and Alternatives. Automatica 30(7) (1994) 1153-1169.
8. Rolain, Y., Schoukens, J., Pintelon, R.: Order Estimation for Linear Time-Invariant Systems using Frequency Domain Identification Methods. IEEE Trans. on Automatic Control 42(10) (1997).
9. Pham, D.T., Karaboga, D.: Intelligent Optimisation Techniques: Genetic Algorithms, Tabu Search, Simulated Annealing and Neural Networks. Springer-Verlag. (2000).