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METHOD FOR THE COMPUTER-BASED MODELISATION OF A TECHNICAL SYSTEM

机译:技术系统的基于计算机的修改方法

摘要

Disclosed is a method for the computer-assisted modeling of a technical system. One or more output vectors are modeled dependent on one or more input vectors by the learning process of a neural network on the basis of training data of known input vectors and output vectors. Each output vector comprises one or more operating variables of the technical system, and each input vector comprises one or more input variables that influence the operating variable(s). The neural network is a feedforward network with an input layer, a plurality of hidden layers, and an output layer. The output layer comprises a plurality of output clusters, each of which consists of one or more output neurons, the plurality of output clusters corresponding to the plurality of hidden layers. Each output cluster describes the same output vector and is connected to another hidden layer.
机译:公开了一种用于技术系统的计算机辅助建模的方法。在已知输入向量和输出向量的训练数据的基础上,通过神经网络的学习过程,根据一个或多个输入向量对一个或多个输出向量建模。每个输出矢量包括技术系统的一个或多个操作变量,并且每个输入矢量包括一个或多个影响操作变量的输入变量。神经网络是具有输入层,多个隐藏层和输出层的前馈网络。输出层包括多个输出簇,每个输出簇由一个或多个输出神经元组成,多个输出簇对应于多个隐藏层。每个输出群集描述相同的输出矢量,并连接到另一个隐藏层。

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