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Rock burst prediction based on genetic algorithms and extreme learning machine
ISSN号:0253-6099
期刊名称:《矿冶工程》
时间:0
分类:TU45[建筑科学—岩土工程;建筑科学—土工工程] O242.23[理学—计算数学;理学—数学]
作者机构:School of Civil Engineering, Central South University, Changsha 410075, China
相关基金:Project(2013CB036004)supported by the National Basic Research Program of China; Project(51378510)supported by the National Natural Science Foundation of China
作者:
李天正, 李永鑫, 杨小礼
关键词:
岩爆预测, 遗传算法, 学习机, 极限, 单轴抗压强度, 预测模型, 最大相对误差, 工程实例, extreme learning machine, feed forward neural network, rock burst prediction, rock excavation
中文摘要:
Corresponding author: LI Tian-zheng, PhD, Tel: +86-13875988038; E-mail: jacksonic@126.com
同期刊论文项目
振陷灾变时红粘土路基的能量耗散研究
期刊论文 21
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非偏压与偏压条件下浅埋隧道围岩压力的极限分析
基于非线性破坏准则的浅埋偏压隧道稳定性分析
Roof collapse of shallow tunnels with limit analysis method
Upper bound analysis for deep tunnel face with joined failure mechanism of translation and rotation
Energy analysis of face stability of deep rock tunnels using nonlinear Hoek-Brown failure criterion
Limit analysis of supporting pressure in tunnels with regard to surface settlement
基于极限平衡与上限法的隧道循环进尺分析
基于上限原理的两种岩溶隧道岩墙厚度计算方法
Collapse mechanism of deep tunnels with three-centered arch cross section
基于多模型加权组合算法的公路边坡位移预测
基于非关联流动法则的盾构隧道掌子面稳定性上限分析
Influences of anisotropy and inhomogeneity on supporting pressure of tunnel face with kinematical approach
Upper bound limit analysis of roof collapse in shallow tunnels with arbitrary cross sections under condition of seepage force
Energy analysis of stability of twin shallow tunnels based on nonlinear failure criterion
Minimum safe thickness of rock plug in karst tunnel according to upper bound theorem
Safety thickness analysis of tunnel floor in karst region based on catastrophe theory
Collapse analysis of tunnel floor in karst area based on Hoek-Brown rock media
Energy analysis of stability on shallow tunnels based on non-associated flow rule and non-linear failure criterion
Kinematical analysis of highway tunnel collapse using nonlinear failure criterion
Safe retaining pressures for pressurized tunnel face using nonlinear failure criterion and reliability theory
期刊信息
《矿冶工程》
北大核心期刊(2011版)
主管单位:长沙矿冶研究院有限公司
主办单位:长沙矿冶研究院有限公司 中国金属学会
主编:曾维勇
地址:湖南省长沙市麓山南路966号
邮编:410012
邮箱:kygc@2118.cn kuangyegongchengzz@163.com
电话:0731-88657176 8657070 88657173
国际标准刊号:ISSN:0253-6099
国内统一刊号:ISSN:43-1104/TD
邮发代号:42-58
获奖情况:
中国期刊方阵“双效”期刊
国内外数据库收录:
美国化学文摘(网络版),荷兰文摘与引文数据库,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
被引量:11358