首页> 外国专利> NEURO-FUZZY INTEGRATED DATA PROCESSING SYSTEM; NETWORK STRUCTURE CONVERSION SYSTEM ; FUZZY MODEL EXTRACTING SYSTEM

NEURO-FUZZY INTEGRATED DATA PROCESSING SYSTEM; NETWORK STRUCTURE CONVERSION SYSTEM ; FUZZY MODEL EXTRACTING SYSTEM

机译:神经模糊综合数据处理系统;网络结构转换系统;模糊模型提取系统

摘要

This invention relates to a data processing system having a hierarchical network structure and executing an adaptable data processing according to an execution form easy to understand. The data processing function is constructable in a high precision and in a short time by a neuro-fuzzy fusion. For example, a fuzzy model is made by extracting expert knowledge relative to a controlled system in a form of membership functions and fuzzy rules, a pre-wired neural network is constructed by setting the connections between neurons and the weights according to the fuzzy model, and the neural network is made to learn the data obtained from the controlled system. It is possible to tune the fuzzy model according to the connection states and the weights of the neural network after the learning.
机译:数据处理系统技术领域本发明涉及一种具有分层网络结构并根据易于理解的执行形式来执行自适应数据处理的数据处理系统。通过神经模糊融合,可以在短时间内高精度地构建数据处理功能。例如,通过以隶属函数和模糊规则的形式提取相对于受控系统的专家知识来建立模糊模型,并根据模糊模型设置神经元和权重之间的连接来构建预接线神经网络,并用神经网络学习从受控系统获得的数据。学习后可以根据连接状态和神经网络的权重来调整模糊模型。

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