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Structural system identification using genetic programming and a block diagram oriented simulation tool

Gray, G., Li, Y., Murray-Smith, D.J., and Sharman, K.C. (1996) Structural system identification using genetic programming and a block diagram oriented simulation tool. Electronics Letters, 32 (15). pp. 1422-1424. ISSN 0013-5194 (doi:10.1049/el:19960888 )

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Abstract

Genetic programming can be used for structural optimisation. Combined with a hybrid simplex/simulated annealing algorithm, it is applied to the identification of nonlinear dynamic models from simulated experimental data. Nonlinear models similar to the original test model of the system are identified, yielding both correct structures and accurate parameters.

Item Type:Article
Status:Published
Refereed:Yes
Glasgow Author(s):Gray, Dr Gary and Murray-Smith, Prof David and Li, Prof Yun
Authors: Gray, G., Li, Y., Murray-Smith, D.J., and Sharman, K.C.
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
College/School:College of Science and Engineering > School of Engineering > Systems Power and Energy
Research Group:Intelligent Systems
Journal Name:Electronics Letters
Publisher:The Institution of Engineering & Technology
ISSN:0013-5194
ISSN (Online):1350-911X

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Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
101101Evolutionary programming for nonlinear controlYun LiScience & Engineering Research Council (SERC)GR/K24987Systems Power and Energy