%0 Journal Article %T Self-Organizing Neural Network Adaptive Method for Control Problems of Nonlinear Dynamic Systems
用于非线性动力系统控制问题的自组织神经网络自适应方法 %A Wang Zhengzhi %A
王正志 %J 自动化学报 %D 1993 %I %X In this paper a new self-organizing, learning and adaptive method to solve the control problems of nonlinear dynamic systems is proposed. In each small regions (receptive fields), a nonlinear system can be expressed as a linear one and controlled by neurons. The gazing points, receptive fields and control functions of each neurons are regulated in self-organizing learning and adapting way. Several computer simulation examples verify the correctness and feasibility of this method. %K nonlinear systems %K self-organizing neural network %K adaptive control
非线性系统 %K 神经网络 %K 自适应控制 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=4D14626F18A977B0E11BF801A398CC97&yid=D418FDC97F7C2EBA&vid=2A8D03AD8076A2E3&iid=B31275AF3241DB2D&sid=DA280A426E11FC95&eid=21A4BC96BDC43D33&journal_id=0254-4156&journal_name=自动化学报&referenced_num=0&reference_num=0