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Study on System Identification Method based on Genetic Algorithms
基于遗传算法的系统辨识方法研究

Keywords: system identification,meta model,combinatorial optimization,genetic algorithms
系统辨识
,元模型,组合优化,遗传算法

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Abstract:

In terms of the system identification problem with sample data,a new identification method is proposed.The method employs a system model composed with classical mathematical models so as to transform the system structure identification problem into a combinational problem.A Genetic Algorithm is designed to implement the identification on the system structure and parameters.The results from the simulation and practical identification system testify the rationality of the new identification method and the effectiveness of the solving algorithm.

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