基于改进遗传算法的压力控制系统参数求解及仿真
收稿日期: 2009-05-18
修回日期: 2009-08-26
网络出版日期: 2010-06-25
Parameter Solving of a Hydraulic Pressure ControlSystem and the Simulation Based on Improved GA
Received date: 2009-05-18
Revised date: 2009-08-26
Online published: 2010-06-25
王曙霞,朱三元,涂俊英 . 基于改进遗传算法的压力控制系统参数求解及仿真[J]. 计算机工程与科学, 2010 , 32(7) : 120 -122 . DOI: 10.3969/j.issn.1007130X.2010.
A model of GA is given in this paper.As for the feature of GA, a selfadapting policy is drawn into mapped GA, and a mathematical model is provided.Meanwhile, a specific algorithm flowchart is given. Through the selfadapting scheme, the probability of cross and variation can be automatically adjusted by the fit degree; the convergence speed and the quality of results are increased. The parameters of the system transfer function are achieved by this method, and an open loop model is developed. By comparing the simulation results of the open loop and the actual testing curves of the system, the possibility of using GA to gain the system parameters of hydraulic servo system is proved. Meanwhile, by analyzing the simulation results, the differences of the identification methods are found on the material testing machine's proportional and servo pressure control systems.
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