Structural System Identification Using Genetic
Programming and a Block Diagram Oriented Simulation
Tool
G. Gray, Y. Li, D. Murray-Smith, und K. Sharman. Technical Report, CSC-96003. Department of Electronics and Electrical Engineering,
University of Glasgow, Glasgow, G12 8QQ, U.K., (13 June 1996)
Zusammenfassung
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
%0 Report
%1 gray:1996:ssi
%A Gray, G. J.
%A Li, Yun
%A Murray-Smith, D. J.
%A Sharman, K. C.
%C Glasgow, G12 8QQ, U.K.
%D 1996
%K SIMULINK algorithms, genetic identification, mathematical modelling, nonlinear programming, system
%N CSC-96003
%T Structural System Identification Using Genetic
Programming and a Block Diagram Oriented Simulation
Tool
%U http://www.mech.gla.ac.uk/Research/Control/Publications/Reports/csc96003.ps
%X 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
@techreport{gray:1996:ssi,
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},
added-at = {2008-06-19T17:35:00.000+0200},
address = {Glasgow, G12 8QQ, U.K.},
author = {Gray, G. J. and Li, Yun and Murray-Smith, D. J. and Sharman, K. C.},
biburl = {https://www.bibsonomy.org/bibtex/20b044bd29d36cbe3bdaaf6b76a7db85c/brazovayeye},
institution = {Department of Electronics and Electrical Engineering,
University of Glasgow},
interhash = {1ef53796b1685ca5bc72efbe938f3d0f},
intrahash = {0b044bd29d36cbe3bdaaf6b76a7db85c},
keywords = {SIMULINK algorithms, genetic identification, mathematical modelling, nonlinear programming, system},
month = {13 June},
note = {Submitted to: Electronics Letters},
notes = {See \cite{gray:1996:ssi2}},
number = {CSC-96003},
timestamp = {2008-06-19T17:40:34.000+0200},
title = {Structural System Identification Using Genetic
Programming and a Block Diagram Oriented Simulation
Tool},
type = {Technical Report},
url = {http://www.mech.gla.ac.uk/Research/Control/Publications/Reports/csc96003.ps},
year = 1996
}