Structural system identification using genetic programming and a block diagram oriented simulation tool
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- @Article{gray:1996:ssi2,
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author = "Gary J. Gray and Yun Li and D. J. Murray-Smith and
K. C. Sharman",
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title = "Structural system identification using genetic
programming and a block diagram oriented simulation
tool",
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journal = "Electronics Letters",
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year = "1996",
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volume = "32",
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number = "15",
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pages = "1422--1424",
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month = "18 " # jul,
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keywords = "genetic algorithms, genetic programming, structural
system identification, block diagram, simulation tool,
structural optimisation, hybrid simplex/simulated
annealing algorithm, nonlinear dynamic model,
identification, simulation, simulated annealing,
nonlinear dynamical systems",
-
ISSN = "0013-5194",
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URL = "http://ieeexplore.ieee.org/iel1/2220/11173/00511160.pdf?isNumber=11173",
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DOI = "doi:10.1049/el:19960888",
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size = "3 pages",
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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.",
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notes = "See also \cite{gray:1996:ssi} SIMULINK, MATLAB.
Numerical parameters optimised using combination of
Nelder simplex minimisation and simulated annealing.
A.P.Fraser's gpc++.",
- }
Genetic Programming entries for
Gary J Gray
Yun Li
David James Murray-Smith
Kenneth C Sharman
Citations