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Tolerance Spaces Theory and Its Applications in Neural Networks
容限空间理论的扩展及其在人工神经网络中的应用

Keywords: Tolerance spaces theory,Artificia neural network,Machine learning,AI
神经网络
,容限空间理论,扩展

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Abstract:

TST (Tolerance Spaces Theory) suggested by Zmoeeman has defined some concepts such as Tolerance and Tolerance Space. Based on known knowledge on TST, this paper mainly discusses the following problems; 1) the further study of TST, specially in the definition of Generations; 2)TST is applied to some problems of Artificia Neural Networks; 3) an algorithm which can be used for machine learning is given.

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