Title :
Structural system identification using genetic programming and a block diagram oriented simulation tool
Author :
Gray, G.J. ; Li, Y. ; Murray-Smith, D.J. ; Sharman, K.C.
Author_Institution :
Dept. of Electron. & Electr. Eng., Glasgow Univ., UK
fDate :
7/18/1996 12:00:00 AM
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
Keywords :
genetic algorithms; identification; nonlinear dynamical systems; simulated annealing; simulation; block diagram; genetic programming; hybrid simplex/simulated annealing algorithm; nonlinear dynamic model; simulation tool; structural optimisation; structural system identification;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19960888
