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.1362. 北京科技大学学报 第31卷 wood:Chicester.1992 RMR and Q-system for rock mass classification for tunneling in [4]Ramamurthy T.A geo-engineering classification for rocks and Korea.Tunelling Underground Space Technol.2002.17(4): rock masses.Int J Rock Mech Min Sci,2004,41.89 391 [5]He M C.Lu X J.Jing HH.Characters of surrounding rock mass [11]Lai Y B.Qiao C S,Liu K Y,et al.Application of support vector in deep engineering and its non linear dynamic mechanical design machine in classification of surrounding rock stability.J Hydraul concept-Chin J Rock Mech Eng-2002.21(8):1215 Eg,2006.37(9):1092 (何满潮，吕晓俭，景海河.深部工程围岩特性及非线性动态力 (赖永标，乔春生，刘开云，等.支持向量机在围岩稳定性分类 学设计理念.岩石力学与工程学报，2002,21(8)：1215) 中的应用.水利学报，2006,37(9)：1092) [6]Kumar N.Samadhiya N K.Anbalagan R.Application of rock [12]Zhao H B.Feng X T.Yin S D.Classification of engineering rock mass classification systems for tunneling in Himalaya,India.Int based on support vector machine.Rock Soil Mech.2002,23(6): Rock Mech Min Sci,2004,41:531 698 [7]Han G W.Liu B.Fan H.Application of principle of fuzzy close- (赵洪波，冯夏庭，尹顺德，基于支持向量机的岩体工程分级 ness optimization to classification of surrounding rock in tunnel. 岩土力学，2002,23(6).698) Northeast Unin Nat Sei.2006,27(7):819 [13]Fang R M.Base of Application and Theory of Support Vector (韩桂武，刘斌，范鹤。模糊择近原则在隧洞围岩分类中的应 Machine.Beijing:China Power Press.2007 用.东北大学学报：自然科学版，2006,27(7)：819) (方瑞明.支持向量机理论及其应用基础.北京：中国电力出 [8]Tian J X.Zhang Q H.Jiang F X.Technique of dynamic and engi- 版社，2007) neering classification of stability of mine road surrounding rock [14]Zhou C Y,Zhang L.Huang X Y.Classification of rocks sur- mass.Rock Soil Mech,2001,22(1):29 rounding tunnel based on improved BP network algorithm. (田敬学，张庆贺，姜福兴，煤矿巷道围岩稳定性动态工程分类 Earth Sci JChina Univ Geosei,2005.30(4):480 技术研究与应用.岩土力学，2001,22(1)：29) (周翠英，张亮，黄显艺，基于改进BP网络算法的隧洞围岩分 [9]Palmstrom A.Broch E.Use and misuse of rock mass classification 类，地球科学-中国地质大学学报，2005,30(4)：480) systems with particular reference to the Q-system.Tunnelling [15]Feng X T.Introduction of Intelligent Rock Mechanics.Bei- Underground Space Technol.2006.21:575 jing:Science Press,2000 [10]Choi S Y.Park H D.Comparison among different criteria of (冯夏庭.智能岩石力学导论.北京：科学出版社，2000)wood：Chicester1992 ［4］ Ramamurthy T．A geo-engineering classification for rocks and rock masses．Int J Rock Mech Min Sci200441：89 ［5］ He M CLu X JJing H H．Characters of surrounding rock mass in deep engineering and its non-linear dynamic mechanical design concept．Chin J Rock Mech Eng200221（8）：1215 （何满潮吕晓俭景海河．深部工程围岩特性及非线性动态力 学设计理念．岩石力学与工程学报200221（8）：1215） ［6］ Kumar NSamadhiya N KAnbalagan R．Application of rock mass classification systems for tunneling in HimalayaIndia．Int J Rock Mech Min Sci200441：531 ［7］ Han G WLiu BFan H．Application of principle of fuzzy closeness optimization to classification of surrounding rock in tunnel．J Northeast Univ Nat Sci200627（7）：819 （韩桂武刘斌范鹤．模糊择近原则在隧洞围岩分类中的应 用．东北大学学报：自然科学版200627（7）：819） ［8］ Tian J XZhang Q HJiang F X．Technique of dynamic and engineering classification of stability of mine road surrounding rock mass．Rock Soil Mech200122（1）：29 （田敬学张庆贺姜福兴．煤矿巷道围岩稳定性动态工程分类 技术研究与应用．岩土力学200122（1）：29） ［9］ Palmstrom ABroch E．Use and misuse of rock mass classification systems with particular reference to the Q-system．T unnelling Underground Space Technol200621：575 ［10］ Choi S YPark H D．Comparison among different criteria of RMR and Q-system for rock mass classification for tunneling in Korea．T unelling Underground Space Technol200217（4）： 391 ［11］ Lai Y BQiao C SLiu K Yet al．Application of support vector machine in classification of surrounding rock stability．J Hydraul Eng200637（9）：1092 （赖永标乔春生刘开云等．支持向量机在围岩稳定性分类 中的应用．水利学报200637（9）：1092） ［12］ Zhao H BFeng X TYin S D．Classification of engineering rock based on support vector machine．Rock Soil Mech200223（6）： 698 （赵洪波冯夏庭尹顺德．基于支持向量机的岩体工程分级． 岩土力学200223（6）：698） ［13］ Fang R M．Base of Application and Theory of Support Vector Machine．Beijing：China Power Press2007 （方瑞明．支持向量机理论及其应用基础．北京：中国电力出 版社2007） ［14］ Zhou C YZhang LHuang X Y．Classification of rocks surrounding tunnel based on improved BP network algorithm． Earth Sci J China Univ Geosci200530（4）：480 （周翠英张亮黄显艺．基于改进 BP 网络算法的隧洞围岩分 类．地球科学－中国地质大学学报200530（4）：480） ［15］ Feng X T．Introduction of Intelligent Rock Mechanics．Beijing：Science Press2000 （冯夏庭．智能岩石力学导论．北京：科学出版社2000） ·1362· 北 京 科 技 大 学 学 报 第31卷