公开(公告)号：US5463718A

公开(公告)日：1995-10-31

申请号：US971065

申请日：1992-11-03

申请人： Akira Maeda ,  Yoshikane Sugimura ,  Motohisa Funabashi ,  Toshihiko Nakano ,  Ryuko Someya ,  Michitaka Kosaka

发明人： Akira Maeda ,  Yoshikane Sugimura ,  Motohisa Funabashi ,  Toshihiko Nakano ,  Ryuko Someya ,  Michitaka Kosaka

IPC分类号： G06F15/18 ,  G06F9/44

CPC分类号： G06N99/005 ,  Y10S706/90

摘要： In a learning method, training data and verification data each including a set of input and output values are taken as teacher data, and a change of an error between an output value calculated by use of the input data of the verification data and the output value of the verification data and a change of an error between an output value calculated by use of the input value of the training data and the output value of the training data are simultaneously displayed, thereby preventing an overlearning and reducing the number of times of learning. Also in the learning method, fuzzy knowledge data is inputted and displayed, a range of the object of learning is interactively designated from among the displayed fuzzy knowledge, and a learning is made on the basis of a predetermined learning algorithm to change the fuzzy knowledge in the designated range, thereby performing the learning of a fuzzy knowledge with a user's intention reflected.

摘要翻译： 在学习方法中，将包括一组输入和输出值的训练数据和验证数据作为教师数据，并且通过使用验证数据的输入数据计算出的输出值与输出值之间的误差变化 并且同时显示通过使用训练数据的输入值计算的输出值与训练数据的输出值之间的误差的变化，从而防止过度学习和减少学习次数。 同样在学习方法中，输入和显示模糊知识数据，从显示的模糊知识中交互地指定学习对象的范围，并且基于预定的学习算法学习以改变模糊知识的模糊知识 指定范围，从而反映出用户意图的模糊知识的学习。