Classification of engineering rock based on support vector machine

ZHAO Hong-bo; FENG Xia-ting; YIN Shun-de

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Classification of engineering rock based on support vector machine

更新时间：2026-06-25

- Classification of engineering rock based on support vector machine
- Vol. 23, Issue 6, (2002)
- 作者机构：
  
  中国科学院武汉岩土力学研究所岩土力学重点实验室,湖北,武汉,430071
- 作者简介：
- 基金信息：
- DOI：
  CLC： TU452
- Online First：04 September 2016，
  
  Published：2002
- 稿件说明：
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ZHAO Hong-bo, FENG Xia-ting, YIN Shun-de. Classification of engineering rock based on support vector machine[J]. 2002, 23(6).
DOI：

ZHAO Hong-bo, FENG Xia-ting, YIN Shun-de. Classification of engineering rock based on support vector machine[J]. 2002, 23(6). DOI：

摘要

提出了岩体工程分级的一种新方法，即支持向量机方法。该方法可以根据有限的学习样本，建立影响岩体级别的条件的因素和级别之间的一种非线性映射，可以对未知的岩体进行工程分级。结果表明，这种方法具有较高的准确率。

Abstract

A new approach of classification of engineering rock based on the support vector machine is presented. The nonlinear mapping between rock classification and its conditions are learned from the finite samples and used to classify the rock. The precise results are acquired by using this approach.

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