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Application of Genetic Algorithms in Identification ofLinear Time-Varying System 被引量:3

Application of Genetic Algorithms in Identification of Linear Time-Varying System
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摘要 By applying genetic algorithms (GA) to on-line identification of linear time-varying systems; a number of modifications are made to the Simple Genetic Algorithm to improve the performance of the algorithm in identification applications. The simulation results indicate that the method is not only capable of following the changing parameters of the system, but also has improved the identification accuracy compared with that using the least square method. By applying genetic algorithms (GA) to on-line identification of linear time-varying systems; a number of modifications are made to the Simple Genetic Algorithm to improve the performance of the algorithm in identification applications. The simulation results indicate that the method is not only capable of following the changing parameters of the system, but also has improved the identification accuracy compared with that using the least square method.
出处 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2000年第1期58-62,共5页 矿物冶金与材料学报(英文版)
关键词 genetic algorithm system identification linear system genetic algorithm, system identification linear system
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  • 1Stuart J.Flockton, Michael S[].White: Proceeding ofFifth International Conference on Genetic Algorithms Mor-gan Kaufmann Publishers USA.1993

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