%0 Journal Article %1 gray:1996:ssi2 %A Gray, Gary J. %A Li, Yun %A Murray-Smith, D. J. %A Sharman, K. C. %D 1996 %J Electronics Letters %K algorithm, algorithms, annealing annealing, block diagram, dynamic dynamical genetic hybrid identification, model, nonlinear optimisation, programming, simplex/simulated simulated simulation simulation, structural system systems tool, %N 15 %P 1422--1424 %T Structural system identification using genetic programming and a block diagram oriented simulation tool %U http://ieeexplore.ieee.org/iel1/2220/11173/00511160.pdf?isNumber=11173 %V 32 %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.

@article{gray:1996:ssi2, 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}, author = {Gray, Gary J. and Li, Yun and Murray-Smith, D. J. and Sharman, K. C.}, biburl = {https://www.bibsonomy.org/bibtex/2f76f3186051860dc35f403e355e80e6f/brazovayeye}, interhash = {1ef53796b1685ca5bc72efbe938f3d0f}, intrahash = {f76f3186051860dc35f403e355e80e6f}, issn = {0013-5194}, journal = {Electronics Letters}, keywords = {algorithm, algorithms, annealing annealing, block diagram, dynamic dynamical genetic hybrid identification, model, nonlinear optimisation, programming, simplex/simulated simulated simulation simulation, structural system systems tool,}, month = {18 July}, 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++.}, number = 15, pages = {1422--1424}, timestamp = {2008-06-19T17:40:35.000+0200}, title = {Structural system identification using genetic programming and a block diagram oriented simulation tool}, url = {http://ieeexplore.ieee.org/iel1/2220/11173/00511160.pdf?isNumber=11173}, volume = 32, year = 1996 }