基于云模型和组合赋权的岩体质量二维评价模型

doi:10.13722/j.cnki.jrme.2015.0076

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摘要坝基岩体质量综合评价是一个多因素协同影响效应的系统过程，针对评价过程中存在的问题，引进云模型、投影寻踪法、层次分析法及模糊熵理论，提出一种基于云模型和组合赋权的岩体质量二维评价模型。该模型依据岩体质量评价指标体系及分级标准，计算各评价指标隶属于不同质量等级的云模型参数；基于层次分析与投影寻踪法求解各指标的组合权重；代入岩体实测资料，得到待评岩体隶属于各质量等级的综合确定度；以模糊熵E作为辅助参评量，结合等级评价共同构建岩体质量的二维评价模式。最后将模型应用到某水电站坝基岩体质量评价中，将评价结果与其他评价方法进行对比分析，结果表明该模型运用于岩体质量评价有效可行，且评价结果直观，为岩体质量评价提供了一条新途径。

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	魏博文1
	黄海鹏1
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关键词 ：岩石力学, 岩体质量, 云模型, 投影寻踪, 二维评价, 权重, 确定度

Abstract：Dam foundation rock mass quality evaluation is a multi-factor system process of synergy effect，in view of the problems existing in the evaluation process，the introduction of Cloud model，projection pursuit method and analytic hierarchy process(AHP) and fuzzy entropy theory，is put forward based on the improved Cloud-PP-AHP rock mass quality evaluation model for the two-dimensional. The model on the basis of rock mass quality evaluation index system and classification standard and evaluation index is calculated which belong to different quality levels of cloud model parameters；Based on hierarchy analysis and projection pursuit method to solve the combination weights of the indexes；Plug in the measured data of rock mass，for evaluation of rock mass is affiliated with various quality grades of integrated uncertainty；Assisted by fuzzy entropy E as the contestant，jointly build the rock mass quality grade evaluation of two dimensional evaluation model. Finally the model is applied to a hydropower station dam foundation rock mass quality evaluation，the evaluation results with other evaluation methods were analyzed，the results show that the model is applied to rock mass quality evaluation of effective and feasible，and the evaluation results intuitive，for rock mass quality evaluation provides a new way.

Key words： rock mechanics rock mass quality cloud model projection pursuit(PP) method two-dimensional evaluation weight certainty degree

引用本文:

魏博文1，黄海鹏1，2，徐镇凯1. 基于云模型和组合赋权的岩体质量二维评价模型[J]. 岩石力学与工程学报, 2016, 35(S1): 3092-3099.
WEI Bowen1，HUANG Haipeng1，2，XU Zhenkai1. Two-dimensional evaluation model of rock mass based on combination weighting and cloud model. , 2016, 35(S1): 3092-3099.

链接本文:

https://rockmech.whrsm.ac.cn/CN/10.13722/j.cnki.jrme.2015.0076 或 https://rockmech.whrsm.ac.cn/CN/Y2016/V35/IS1/3092

[1]	宫凤强，李夕兵. 距离判别分析法在岩体质量等级分类中的应用[J]. 岩石力学与工程学报，2007，26(1)：190-194.(GONG Fengqiang，LI Xibing. Application of distance discriminant analysis method to classification of engineering quality of rock masses[J]. Chinese Journal of RockMechanics and Engineering，2007，26(1)：190-194.(in Chinese))
[2]	郑道宏，张乐文，李术才，等. 基于权重反分析方法的加权距离判别法及应用[J]. 岩土力学，2010，31(10)：3 243-3 253.(ZHANG Daohong，ZHANG Lehong，LI Shucai，et al. Weighted distance discriminant method basedon weight back analysis method and its application[J]. Rock and Soil Mechanics，2010，31(10)：3 243-3 253. (in Chinese))
[3]	梁桂兰，徐卫亚，谈小龙. 基于熵权的可拓理论在岩体质量评价中的应用[J]. 岩土力学，2010，31(2)：535-540.(LIANG Guilan，XU Weiya，TAN Xiaolong. Application of extension theory based on entropy weight torock quality evaluation[J]. Rock and Soil Mechanics2010，31(2)：535-540.(in Chinese))
[4]	沈世伟，许君臣，代树林，等. 基于熵值赋权法的节理岩体隧道爆破质量可拓学评价[J]. 土木工程学报，2013，46(12)：118-126.(SHEN Shiwei，XU Junchen，DAI Shulin，etal.Extenics evaluation of joint rock tunnel blasting quality based onentropy weighting method[J]. China Civil Engineering Journal，2013，46(12)：118-126.(in Chinese))
[5]	文畅平. 岩体质量分级的Bayes判别分析方法[J]. 煤炭学报，2008， 32(4)：395-399.(WEN Changping. Bayes discrinant analysis method of rock mass quality classification[J].Journal of China CoalSociety2008，32(4)：395-399.(in Chinese))
[6]	鲁光银，朱自强，李华，等. 公路隧道岩体质量分级的模糊层次分析法[J]. 中南大学学报：自然科学版，2008，39(2)：368-374.(LU Guangyin，ZHU Ziqiang，LI Hua，et al.Rock mass classification method in highway tunnel based onfuzzy analytic hierarchy process[J].Journal ofCentralSouth University：Science and Technology，2008，39(2)：368-374.(in Chinese))
[7]	邱道宏，陈剑平，阙金声，等. 基于粗糙集和人工神经网络的洞室岩体质量评价[J]. 吉林大学学报：地球科学版，2008，38(1)：86-91.(QIU Daohong，CHENJianping，QUE Jinsheng，etal.Evaluation of tunnel rock quality with routh sets theory and artificial neural networks[J]. Journal of Jilin University：Earth Science，2008，38(1)：86-91.(in Chinese))
[8]	冯玉国. 灰色优化理论模型在地下工程围岩稳定性分类中的应用[J].岩土工程学报，1996，18(3)：62-66.(FENG Yuguo.Application of grey optimal theory model in the stability classification of adjoining rock of underground construction[J].Chinese Journal of Geotechnical Engineering，1996，18(3)：62-66.(in Chinese))
[9]	任青文，刘爽，陈俊鹏，等. 基于损伤理论的重力坝坝基岩体渐进破坏数值模拟研究[J]. 水利学报，2014，45(1)：1-9.(REN Qingwen，LIU Shuang，CHEN Junpeng，et al.Numerical research on the progressive failure gravity dam foundation rock mass based on damagetheory[J]. Journal of Hydraulic Engineering，2014，45(1)：1-9.(in Chinese))
[10]	WANG F，LIIANG X L，DU J B. Strength criteria of jointed rock mass in unloading area[J]. Applied Mechanics and Materials，2013，2212(275)：348-351.
[11]	中华人民共和国行业标准编写组. GD50287——99 水利水电工程地质勘察规范[S]. 北京：中国计划出版社，1999.(The Professional Standards Compilation Group of People¢s Republic of China. GD50287—99 Code for water resources and hydropower engineering geological investigation[S]. Beijing：China Planning Press，1999.(in Chinese))
[12]	李德毅，孟海军，史雪梅. 隶属云和隶属云发生器[J]. 计算机研究与发展，1995，32(6)：16-18.(LI Yide，MENG Haijun，SHI Xuemei.Membership and membership cloudgenerator[J]. Journal of Computer Research and Development，1995，32(6)：16-18.(in Chinese))
[13]	张秋文，章永志，钟鸣. 基于云模型的水库诱发地震风险多级模糊综合评价[J]. 水利学报，2014，45(1)：87-95.(ZHANG Qiuwen，ZHANG Yongzhi，ZHONG Ming. A cloud model based approach for multi-hierarchy fuzzy comprehensive evaluation of reservoir-induced seismic risk[J]. Journal of Hydraulic Engineering，2014，45(1)：87-95.(in Chinese))
[14]	杨宏伟，岳勇，杨学强. 一种新的一维正态云概念隶属度判定算法[J]. 计算机集成制造系统，2012，18(9)：2 117-2 123.(YANG Hongwei，YUE Yong，YANG Xueqiang. New determining algorithm for conception membership of one-dimensional normal cloud[J]. Computer Integrated Manufacturing Systems，2012，18(9)：2 117-2 123. (in Chinese))
[15]	王明舒，朱明. 利用云模型评价开发区的土地集约利用状况[J]. 农业工程学报，2012，28(10)：247-252.(WANG Mingshu，ZHU Ming. Evaluating intensive land use situation of development zone based oncloud models[J]. Transactions of the Chinese Society of Agricultural Engineering，2012，28(10)：247-252.(in Chinese))
[16]	XU Z，ZHU P，MEI J.Research on backwardcloud modelwith uncertainty[J]. Journal of Networks，2013，8(11)：2 556-2 563.
[17]	汪明武，李健，徐鹏，等. 膨胀土与石灰改良膨胀土膨胀性的云模型评价[J]. 东南大学学报：自然科学版，2014，44(2)：396-400.(WANG Mingwu， LI Jian， XU Peng，et al. Cloud model for shrinkage-swelling propertyclassification of untreated and lime-treated expansive clays[J]. Journal of Southeast University：Natural Science Edition，2014，44(2)：396-400.(in Chinese))
[18]	邓雪，李家铭，曾浩健，等. 层次分析法权重计算方法分析及其应用研究[J]. 数学的实践与认识，2012，42(7)：93-100.(DENG Xue，LI Jiaming，ZENG Haojian，et al.Research on computation methods of AHP wight vector and its applications[J]. Mathematics in Practice and Theory，2012，42(7)：93-100.(in Chinese))
[19]	汪明武，金菊良.投影寻踪方法在边坡稳定性评价中的应用[J].岩土工程学报，2002，24(5)：619-621.(WANG Mingwu，JIN Juliang. Application of projection pursuit method to assessment of slope stability[J].Chinese Journal of Geotechnical Engineering，2002，24(5)：619-621.(in Chinese))
[20]	马胜蓝，叶东毅. 信息熵最小约简问题的若干随机优化算法[J].模式识别与人工智能，2012，25(1)：96-104.(MA Shenglan，YE Dongyi. Research on computing minimum entropy based attribute reductionvia stochastic optimization algorithms[J].PTA&AT，2012，25(1)：96-104.(in Chinese))
[21]	李健，汪明武，徐鹏，等. 基于云模型的围堰稳定性分类[J].岩土工程学报，2014，36(1)：84-87.(LI Jian，WANG Mingwu，XU Peng，et al. Classification of stability of surrounding rock using cloud model[J].Chinese Journal of Geotechnical Engineering，2014，36(1)：84-87.(in Chinese))
[22]	邓廷权，王占江，汪培培，等. 二型模糊集的模糊熵研究[J].控制与决策，2012，27(3)：408-412.(DENG Tingquan，WANG Zhanjiang，WANG Peipei，etal.Study on fuzzy entropy of type-2 fuzzy sets[J]. Control and Decision，2012，27(3)：408-412.(in Chinese))
[23]	李健，汪明武，徐鹏，等. 基于云模型的围堰稳定性分类[J].岩土工程学报，2014，36(1)：84-87.(LI Jian，WANG Mingwu，XU Peng，etal. Classification of stability of surrounding rock using cloud model[J].Chinese Journal of Geotechnical Engineering，2014，36(1)：84-87.(in Chinese))
[24]	康志强，冯夏庭，周辉. 基于层次分析法的可拓学理论在地下洞室岩体质量评价中的应用[J].岩石力学与工程学报，2006，25(增2)：3687-3693.(KANG Zhiqiang，FENG Xiating，ZHOU Hui.Application of eternizes theory to evaluation of underground cavern rock quality based on stratification analysis method[J]. Chinese Journal of Rock Mechanics and Engineering，2006，25(Supp.2)：3687-3693.(in Chinese))