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. (doi:10.1049/el:19960888)
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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.
|Glasgow Author(s) Enlighten ID:||Gray, Dr Gary and Murray-Smith, Professor David and Li, Professor 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|