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公开(公告)号：US08639637B2
公开(公告)日：2014-01-28
申请号：US12607887
申请日：2009-10-28
CPC分类号： G06N5/048
摘要： A neuro-fuzzy controller is provided. The neuro-fuzzy controller includes a predictor that receives inputs and makes prediction inputs. The prediction inputs are passed to a fuzzy cluster module that includes a neural network fuzzifing said prediction inputs and passing the result to an inference engine. The output of the inference engine is defuzzified and provided as an output of the controller. The fuzzifier and defuzzifier preferably represent a neural network employing a trigonometrical series. The inference engine preferably employs rules that are determined using genetic programming.
摘要翻译： 提供神经模糊控制器。 神经模糊控制器包括接收输入并作出预测输入的预测器。 将预测输入传递给模糊集群模块，该模糊集群模块包括模糊所述预测输入并将结果传递给推理机的神经网络。 推理机的输出被去模糊化并作为控制器的输出提供。 模糊器和解模糊器优选地表示采用三角系列的神经网络。 推理引擎优选使用使用遗传编程确定的规则。
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公开(公告)号：US20100138364A1
公开(公告)日：2010-06-03
申请号：US12607887
申请日：2009-10-28
CPC分类号： G06N5/048
摘要： A neuro-fuzzy controller is provided. The neuro-fuzzy controller includes a predictor that receives inputs and makes prediction inputs. The prediction inputs are passed to a fuzzy cluster module that includes a neural network fuzzifing said prediction inputs and passing the result to an inference engine. The output of the inference engine is defuzzified and provided as an output of the controller. The fuzzifier and defuzzifier preferably represent a neural network employing a trigonometrical series. The inference engine preferably employs rules that are determined using genetic programming.
摘要翻译： 提供神经模糊控制器。 神经模糊控制器包括接收输入并作出预测输入的预测器。 将预测输入传递给模糊集群模块，该模糊集群模块包括模糊所述预测输入并将结果传递给推理机的神经网络。 推理机的输出被去模糊化并作为控制器的输出提供。 模糊器和解模糊器优选地表示采用三角系列的神经网络。 推理引擎优选使用使用遗传编程确定的规则。
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