Non-linear identification using a genetic algorithm approach for model selection

Conference Proceedings of the Society for Experimental Mechanics Series

Volumn , Issue , 2005, Pages

  Platten, Michael F ^a   Wright, Jan R ^a   Worden, Keith ^b   Cooper, Jonathan E ^a   Dimitriadis, Grigorios ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BACKWARD ELIMINATION; DATA SETS; FORWARD SELECTION; GENETIC ALGORITHM APPROACH; LUMPED PARAMETER; MODAL MODELS; MODEL SELECTION; NON-LINEAR MODEL; NON-LINEAR RESONANT DECAY METHODS; NONLINEAR BEHAVIOURS; NONLINEAR IDENTIFICATIONS; OPTIMISATIONS;

DEGREES OF FREEDOM (MECHANICS); EXHIBITIONS; LINEAR SYSTEMS; NONLINEAR SYSTEMS; OPTIMIZATION; STRUCTURAL DYNAMICS;

GENETIC ALGORITHMS;

EID: 84861563550     PISSN: 21915644     EISSN: 21915652     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. Al-Hadid, MA and Wright, JR, 'Developments in the force-state mapping technique for non-linear systems and the extension to the localisation of non-linear elements in a lumped parameter system', Mechanical Systems and Signal Processing, 3(3), 269-290, 1989.
3. Masri, SF; Sassi, H and Caughey, TK, 'Nonparametric identification of nearly arbitrary nonlinear systems', Journal of Applied Mechanics, 49, 619-627, 1982.
4. Fonseca, CM; Mendes, EM; Fleming, PJ and Billings, SA, 'Non-linear model term selection with genetic algorithms', IEEE/IEE Workshop on Natural Algorithms in Signal Processing, 1993.
5. Mao, KZ and Billings, SA, 'Variable selection in non-linear systems modelling', Mechanical Systems and Signal Processing, 13(2), 351-366, 1999.
6. Platten, MF; Wright, JR; Cooper, JE and Sarmast, M, 'Identification of Multi-Degree of Freedom Non-Linear Simulated and Experimental Systems', Proceedings of the International Seminar on Modal Analysis, 2002.
7. Platten, MF; Wright, JR and Cooper, JE, 'Identification of a simulated continuous structure with discrete nonlinear components using an extended modal model', 7th Biennial Conference on Engineering Systems Design and Analysis, 2004.
8. Platten, MF; Wright, JR and Cooper, JE, 'Identification of a continuous structure with discrete non-linear components using an extended modal model', Proceedings of the International Seminar on Modal Analysis, 2004.
9. Williams, R; Crowley, J and Vold, H, 1986, 'The Multivariate Mode Indicator Function in Modal Analysis', Proceedings of 4th International Modal Analysis Conference, 1986.
10. Man, KF; Tang, KS and Kwong, S, 'Genetic algorithms - concepts and designs', Springer-Verlag, ISBN 1852330724, 1999.