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基于TSK智能技术的物体垂直出水水动力参数辨识研究*
Parameter identification of hydrodynamic forces of water-exit body based on TSK fuzzy system
【摘要】 提出了基于TSK模糊逻辑系统智能技术的物体垂直出水水动力参数辨识新方法。该方法基于TSK模糊逻辑系统智能技术,具有很好的学习功能,能从样本数据集中自适应地获得潜在的规律,从而获得所需的数学模型,避免了复杂的数学模型选择的主观性。
【Abstract】 In this paper, a novel parameter identification method used for hydrodynamic forces of water-exit body is proposed, based on TSK fuzzy system. This method with its strong learning capability has the distinctive advantage over the classical parameter identification methods, that is to say, it can adaptively acquire the potential rules existing in the sample datasets such that the final model on vertical water-exit body is reasonably determined. Our experimental results demonstrate the effectiveness of this method here.
【关键词】 TSK模糊逻辑系统;
参数辨识;
模型选择;
出水水动力;
【Key words】 TSK fuzzy systems; parameter identification; model selection; hydrodynamic forces of water-exit;
【Key words】 TSK fuzzy systems; parameter identification; model selection; hydrodynamic forces of water-exit;
- 【文献出处】 水动力学研究与进展(A辑) ,Journal of Hydrodynamics , 编辑部邮箱 ,2005年04期
- 【分类号】TV131.2
- 【被引频次】11
- 【下载频次】138