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基于神经网络的岩体质量模式识别
引用本文:魏一鸣 范体均 童光煦. 基于神经网络的岩体质量模式识别[J]. 武汉化工学院学报, 1994, 16(3): 62-65
作者姓名:魏一鸣 范体均 童光煦
作者单位:[1]北京科技大学 [2]武汉化工学院
摘    要:岩体质量评价问题可以认为是一个模式识别或分类问题。人工神经网烙具有表达任意非线性映射的特性,从而在分类、学习和容错方面表现了较好的能力。本文结合岩体质量的模式识别,阐述了半线性前馈神经网络的基本原理和应用,并给出了其部分试验结果。

关 键 词:岩体质量评价 神经两络 模式识别

The Neural Network Based Pattern Recognition on Rock Quality
Wei Yiming, Fan Tijun, Tong Guangxu. The Neural Network Based Pattern Recognition on Rock Quality[J]. Journal of Wuhan Institute of Chemical Technology, 1994, 16(3): 62-65
Authors:Wei Yiming   Fan Tijun   Tong Guangxu
Affiliation:Wei Yiming; Fan Tijun; Tong Guangxu
Abstract:The rock quality evaluation can be taken as a pattern recognition or classification problem.The artificial neural network has the character of express arbitrary nonlinear mapping, thus, it works very well in operating classification and learning, and its tolerant errors as well. In this paper, the principle and application of semilinear feedforward neural network are described, some experimental results are also presented.
Keywords:ock quality evaluation  Neural network  Pattern recognition
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