杨立兴
杨立兴，北京交通大学轨道交通控制与安全国家重点实验室首席教授，国家自然科学基金“优秀青年科学基金项目”获得者，教育部“新世纪优秀人才支持计划”获得者。主持国家自然科学基金“面上项目”、国家自然科学基金“青年科学基金项目”等项目。
在不确定环境下轨道交通运输优化组织与控制领域取得了一批创新性成果，发表论文80 余篇，其中SCI检索论文63篇。
教育背景
2002/08-2005/07，清华大学，数学科学系，博士
1999/08-2002/07，河北大学，数学与计算机学院，硕士
1995/08-1999/07，河北大学，数学系，本科
工作经历
2013/11-今，北京交通大学，轨道交通控制与安全国家重点实验室，教授
2011/01-2012/01，美国犹他大学，土木工程系，访问学者
2009/11-2013/11，北京交通大学，轨道交通控制与安全国家重点实验室，副教授
2005/08-2009/10，北京交通大学，交通运输学院，讲师
研究方向
系统科学
交通运输规划与管理
交通运输工程(专业学位)
系统控制理论与应用
招生专业
系统科学硕士
交通运输规划与管理硕士
交通运输工程(专业学位)硕士
系统科学博士
科研项目
国家自然科学基金优秀青年科学基金：轨道交通运输管理，2015-01-01--2017-12-31，100.0万元，主持
国家重点实验室：轨道交通综合优化控制理论与方法 研究，2013-01-01--2014-12-31，50.0万元，主持
国家自然科学基金“面上”：动态不确定路径优化模型与算法及其在交通应急管理中的应用，2013-01-01--2016-12-31，54.0万元，主持
科技部“973”：大城市交通需求的引导理论与方法，2012-01-01--2016-08-31，320.0万元，参加
国家自然科学基金“重点”：基于出行行为的综合交通网络多方式选择与分配模型及算法研究，2012-01-01--2016-12-31，60.0万元，
参加 教育部“新世纪优秀人才”：高速列车运行优化控制模型与算法，2011-01-01--2013-12-31，20.0万元，主持
国家重点实验室：高速铁路网络上列车调度问题多目标优化模型与算法，2012-01-01--2013-12-31，15.0万元，主持
国家重点实验室：列车运行控制与组织优化相关基础理论成果凝练，2011-12-成都地铁19号线2012-12-31，29.0万元，参加
国家自然科学基金"青年基金"：基于随机优化理论的列车节能操纵问题研究，2012-01-01--2014-12-31，20.0万元，参加
基本科研业务费：城市轨道交通可持续发展战略及关键技术研究，2011-10-青岛地铁15号线2014-10-15，50.0万元，参加
科技部“863”：列车运行综合优化控制技术-列车运行综合优化控制模型与算法研究，2011-10-01--2014-10-31，50.0万元，参加
基本科研业务费：非正常干扰下高速列车运行特性及疏解问题研究，2011-03-03--2013-03-02，6.0万元，主持
国家重点实验室：北京交通大学红果园“双百”人才培育计划D类，2009-06-01--2012-05-31，1.5万元，主持
国家重点实验室：大规模高速路网中基于路径选择的列车流优化调整研究，2010-01-01--2012-12-31，20.0万元，主持
国家自然科学基金"青年基金"：铁路运输服务时空网络模型与算法，2010-01-01--2012-12-31，17.2万元，主持
国家重点实验室：列车运行控制系统的建模与控制方法研究，2009-04-01--2012-03-31，100.0万元，参加
校科技基金：随机和模糊环境下的运输问题，2006-01-01--2007-12-31，1.0万元，主持
校科技基金：模糊随机优化问题研究及应用，2005-10-01--2007-10-31，2.0万元，参加
社会兼职
中国运筹学会智能计算分会秘书长、常务理事（2015-2019）
中国运筹学会不确定系统分会常务理事（2011-2015）、理事（2015-2019）
国际电子商务联合会中国分会第二届理事会常务理事（2015-2019）
国际信息与管理科学学会 (The International Association for Information and 管理学 Sciences) 副主席（2013-2016）
亚太工业工程与管理学会理事（2012-2016）、Fellow（2017-2019）
国家中华人民共和国国家自然科学基金委员会管理科学部通讯评审专家
国际期刊《Journal of Uncertainty Analysis and Applications》副主编
国际期刊《Journal of Transportation Technologies》编委
国际期刊《International Journal of Business Analytics》 编委
国际期刊《American Journal of 管理学 Studies》 编委
国际SCI期刊《International Journal of Uncertainty, Fuzziness and Knowledge-Based Syst子宫内膜异位症》客座编委
国际SCI期刊《International Journal of Intelligent Systems》客座编委
国际SCI期刊《Computers \u0026 Industrial Enginerring》客座编委
国际期刊《Industrial Engineering and 管理学 Systems》客座编委
国际期刊《Journal of Uncertain Systems》客座编委
第八届中国智能计算大会程序委员会主席（秦皇岛市，2014）
第十三届中国青年信息与管理学者大会程序委员会主席（南京市，2011）
教学工作
研究生课程：《不确定系统分析》，32 学时
本科生课程：《建模方法及应用》，48 学时
获奖与荣誉
中国自动化学会自然科学奖二等奖（第2完成人），中国自动化学会，2020年
教育部自然科学一等奖（第4完成人），教育部，2018年
入选詹天佑铁道科学技术奖-青年奖，詹天佑科学技术发展基金会，2016年
北京交通大学智瑾奖教金优秀青年教师，北京交通大学，2015年
获国家自然科学基金“优秀青年科学基金”，国家自然基金委，2014年
教育部自然科学一等奖(第2完成人)，教育部，2014年
入选北京交通大学首批“卓越百人计划”，北京交通大学，2014年
入选北京交通大学詹天佑专项奖，詹天佑科学技术发展基金会，2014年
入选教育部新世纪优秀人才支持计划，教育部，2010 年
钟家庆运筹学奖，钟家庆基金会，2010年
入选北京交通大学红果园D类人才培育计划，北京交通大学，2009年
运筹新人奖，中国运筹学会，2007年
中国运筹学会优秀论文奖，中国运筹学会，2004年
北京运筹学会青年优秀论文二等奖，北京运筹学会，2004年
学术成果
期刊论文
1.发表的期刊论文
Lixing Yang and Baoding Liu, On Inequalities and Critical Values of Fuzzy Random Variable, Journal of Uncertainty, Fuzziness \u0026 Knowledge-Based Systems, Vol. 13, 二氧化氮, 163-175, 2005. (SCI)
Lixing Yang and Baoding Liu, Some Inequalities of Birandom Variable and Their Applications, World Journal of Modelling and Simulation, Vol. 2, No. 5, 322-330, 2006.
Lixing Yang and Baoding Liu, On continuity theorem for characteristic 函数 of fuzzy variable, Journal of Intelligent \u0026 Fuzzy Systems, Vol. 17, No. 3, 325-332, 2006. (SCI)
Lixing Yang and Baoding Liu, On Sufficiency and Necessity Condition of Chance Distribution for Birandom Variable, Information, Vol. 9, No. 1, 33-36, 2006.
Lixing Yang and Yuan Feng, Uniform Convergence of Fuzzy Random Sequence, Journal of Information and Computer Science, Vol. 1, No. 4, 252-256, 2006.
Yuan Feng and Lixing Yang, A two-objective fuzzy k-cardinality assignment problem, Journal of Computational and Applied 数学, Vol. 197, 233-244, 2006. (SCI)
Linzhong Liu, Yinzhen Li and Lixing Yang,The maximum fuzzy weighted matching models and hybrid genetic algorithm, Applied Mathematics and Computation, Vol. 181, No. 1, 662-674, 2006. (SCI)
Lixing Yang and Yuan Feng, Fuzzy multi-level warehouse layout problem: new model and algorithm, Journal of Systems Science and Systems Engineering, Vol. 15, No. 4, 493-503, 2006. (SCI)
Lixing Yang and Linzhong Liu, Fuzzy fixed charge solid transportation problem and algorithm, Applied Soft Computing, Vol. 7, No. 3, 879-889, 2007. (SCI)
Lixing Yang, Xiaoyu Ji, Ziyou Gao and Keping Li, Logistics distribution centers location problem and algorithm under fuzzy environment, Journal of Computational and Applied 数学, Vol. 208, 二氧化氮, 303-315, 2007. (SCI)
Lixing Yang and Yuan Feng, A bicriteria solid transportation problem with fixed charge under stochastic environment, Applied Mathematical Modelling, Vol. 31, No. 12, 2668-2683, 2007. (SCI)
Keping Li, Ziyou Gao and Lixing Yang, Modeling and Simulation for Train Control System Using Cellular Automata, Science In China Series E, Vol. 50, No. 6, 765-773, 2007. (SCI)
Feng Li, Ziyou Gao, Keping Li, Lixing Yang, Efficient scheduling of railway traffic based on global information of train, Transportation Research Part B: Methodological, Vol. 42, No. 10, 1008-1030, 2008. (SCI)
Lixing Yang, Keping Li, B-valued fuzzy variable, soft computing, Vol. 12, 1081–1088, 2008. (SCI)
Lixing Yang and K. Iwamura, Fuzzy Chance-Constrained Programming with Linear Combination of Possibility Measure and Necessity Measure, Applied Mathematical Sciences, Vol. 2, No. 46, 2271-2288, 2008.
Lixing Yang, Chance-constrained methods for optimization problems with random and fuzzy parameters, International Journal of Innovative Computing, Information and Control, Vol. 5, 二氧化氮, 413-422, 2009. (SCI)
Lixing Yang, Keping Li, and Ziyou Gao, Train timetable problem on a single-line railway with fuzzy passenger demand, IEEE Transactions on Fuzzy Systems, Vol. 17, No. 3, 617-629, 2009. (SCI)
Lixing Yang, KepingLi, The railway transportation planning problem and its genetic algorithm based tabu search algorithm, ICIC Express Letters, Vol. 3, No. 3(A)), 361-366, 2009.
Xiang Li, Zhongfeng Qin, Lixing Yang, A chance-constrained portfolio selection model with risk constraints, Applied 数学 and Computation, Vol. 217, 949–951, 2010. (SCI)
Xiang Li, Lixing Yang , Jinwu Gao, Fuzzy edmundson-madansky inequality and its application to portfolio selection problems, Information: An International Interdisciplinary Journal, Vol. 13, No. 4, 1163-1173, 2010. (SCI)
Li Keping, Gao Ziyou, Tao Tang, Lixing Yang, Solving the constrained shortest path problem using random search strategy, Science In China Series E, Vol. 53, 3258-3263, 2010. (SCI)
Lixing Yang , Feng Li, Ziyou Gao, and Keping Li, Discrete-时间 movement model of a group of trains on a rail line with stochastic disturbance, Chinese Physics B, Vol. 19, No. 10, 100510, 2010. (SCI)
Lixing Yang, Ziyou Gao and Keping Li, Passenger Train Scheduling on Single or Partially Double Lines Railway with Stochastic Information, Engineering Optimization, Vol. 42, 1003 –1022, 2010. (SCI)
Xiang Li, Zhongfeng Qin, Lixing Yang, Keping Li, Entropy Maximization Model for Trip Distribution Problem with Fuzzy and Random Parameters, Journal of Computational and Applied 数学, Vol. 235, 1906-1913, 2011. (SCI)
Lixing Yang, Ziyou Gao, Keping Li, Railway Freight Transportation Planning with Mixed Uncertainty of Randomness and Fuzziness, Applied Soft Computing, Vol. 11, 778–792, 2011. (SCI)
Lixing Yang, Ziyou Gao, Xiang Li, Keping Li, A weighted min-max model for balanced freight train routing problem with fuzzy information, Engineering Optimization, Vol. 43, 1289-1309, 2011. (SCI)
Lixing Yang, Xiang Li, Ziyou Gao, Keping Li, A fuzzy minimum risk model for the railway transportation planning problem, Iranian Journal of Fuzzy Systems, Vol. 8, 39-60, 2011. (SCI)
Lixing Yang, Xiang Li, Keping Li., A control simulation method of high-speed trains on railway network with irregular influence, Communications in Theoretical Physics, Vol. 56, 411-418, 2011. (SCI)
Xiang Li, Lixing Yang, Keping Li, Ziyou Gao, 3E-model for temporary passenger train scheduling problem, Information-An International Interdisciplinary Journal, Vol. 14, 二氧化氮, 373-389, 2011. (SCI)
Lixing Yang, Keping Li, Ziyou Gao, and Xiang Li, Optimizing Trains Movement on a Railway Network, Omega: The International Journal of Management Science, Vol. 40, 619–633, 2012. (SCI)
Xiang Li, Chenfu Chien, Lei Li, Ziyou Gao, Lixing Yang, 能量 constraint operation strategy for high-speed railway, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 10, 6569-6583, 2012. (SCI)
Lixing Yang, Xiang Li, Chance Distribution of A Fuzzy Random Variable and Laws of Large Numbers, Information: An International Interdisciplinary Journal, Vol. 15, 3881-3894, 2012. (SCI)
Lixing Yang, Xiaofei Yang, Cuilian You, Stochastic Scenario-Based 时间-Stage Optimization Model for the Least Expected Time Shortest Path Problem, Journal of Uncertainty, Fuzziness \u0026 Knowledge-Based Systems, Vol. 21, Supp01, 17-33, 2013. (SCI)
Lixing Yang, Xuesong Zhou, Ziyou Gao, Rescheduling trains with scenario-based fuzzy recovery 时间 representation on two-way double-track railways, Soft Computing, Vol. 17, No. 4, 605-616, 2013. (SCI)
Lixing Yang, Xuesong Zhou, Constraint reformulation and Lagrangian relaxation-based solution algorithm for a least expected 时间 path problem, Transportation Research Part B, Vol. 59, 22-44, 2014. (SCI)
Pei Liu, Lixing Yang, Li Wang, Shukai Li, A Solid Transportation Problem with Type-2 Fuzzy Variables, Applied Soft Computing, Vol. 24, 543-558, 2014. (SCI)
Xiaoming Xu, Keping Li, Lixing Yang, Jingjing Ye, Balanced train timetabling on a single-line railway with optimized velocity, Applied Mathematical Modelling, Vol. 38, No. 3, 894-909, 2014. (SCI)
Xiang Li, Chien CF, Lixing Yang, Ziyou Gao, The train fueling cost minimization problem with fuzzy fuel prices, Flexible Service and Manufacturing Journal, Vol. 48, 75-93, 2014. (SCI)
Lixing Yang, Xuesong Zhou, Ziyou Gao, Credibility-based rescheduling model in a double-track railway network: a fuzzy reliable optimization approach, Omega: The International Journal of 管理学 Science, Vol. 26, No. 1-2, 249-267, 2014. (SCI)
Shukai Li, Lixing Yang, Keping Li, Ziyou Gao, Robust sample-data cruise control scheduling of high speed trains, Transportation Research Part C: Emerging Technologies, Vol. 46, 274-283, 2014. (SCI)
Ce Zhao, Lixing Yang, Shukai Li, Allocating freight empty cars in railway networks with dynamic demands, Discrete 动力学 in Nature and Society, Vol. 2014, 349341. (SCI)
Lixing Yang, Pei Liu, Shukai Li, Yuan Gao, Dan A. Ralescu, Reduction methods of type-2 uncertain variables and their applications to solid transportation problem, Information Sciences, Vol. 291, 204-237, 2015. (SCI)
Shukai Li, Lixing Yang, Keping Li, Ziyou Gao, Stabilization strategies of a general nonlinear car-following model with varying reaction-时间 delay of the drivers, ISA Transactions, Vol. 53, 1739-1745, 2014. (SCI)
Shukai Li, Lixing Yang, Keping Li, Robust output feedback cruise control for high-speed train movement with uncertain parameters, Chinese Physics B, Vol. 24, No. 1, 010503. (SCI)
Lixing Yang, Shukai Li, Yuan Gao, Ziyou Gao, A coordinated routing model with optimized velocity for train scheduling on a single-track railway line, International Journal of Intelligent Systems, Vol. 30, 3-22, 2015. (SCI)
Yuan Gao, Lixing Yang, Shukai Li, On distribution function of the diameter in uncertain graph, Information Sciences, Vol. 296, 61–74, 2015. (SCI)
Li Wang, Ziyou Gao, Lixing Yang, A priori least expected 时间 paths in fuzzy, time-variant transportation networks, Engineering Optimization, Vol. 48, 二氧化氮, 272–298, 2016. (SCI)
Yuan Gao, Rong Gao, Lixing Yang, Analysis of order 统计学 of uncertain variables, Journal of Uncertainty Analysis and Applications, Vol. 3, 1, 2015.
Yan Zhang, Pei Liu, Lixing Yang, Yuan Gao, A bi-objective model for uncertain multi-modal shortest path problems, Journal of Uncertainty Analysis and Applications, Vol. 3, 8, 2015.
Shukai Li, Lixing Yang, Ziyou Gao, Coordinated cruise control for high-speed trains movements based on a multi-agent model, Transportation Research Part C: Emerging Technologies, Vol. 56, 281-292, 2015. (SCI)
Li Wang, Ziyou Gao, Lixing Yang, Criteria for the a priori shortest path generation in uncertain 时间varying transportation networks, International Journal of Uncertainty, Fuzziness \u0026 Knowledge-Based Systems, Vol. 23, No. 6, 807-827, 2015. (SCI)
Xiaoming Xu, Keping Li, Lixing Yang, Scheduling heterogeneous train traffic on double tracks with efficient dispatching rules, Transportation Research Part B, Vol.78, 364-384, 2015. (SCI)
Pei Liu, Lixing Yang, Ziyou Gao, Shukai Li, Yuan Gao, Fault tree analysis combined with quantitative analysis for high-speed railway accidents, Safety Science, Vol.79, 344-–357, 2015. (SCI)
Dewang Chen, Xiaojie Han, Ruijun Cheng, Lixing Yang, Position calculation models by neural computing and online learning methods for high-speed train, Neural Computing and Applications, Vol. 27, No. 6, 1617–1628, 2016. (SCI)
Jiateng Yin, Dewang Chen, Lixing Yang, Tao Tang, Bin Ran, Efficient real-时间 train operation algorithms with uncertain passenger demands, IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 9, 2600–2612, 2016. (SCI)
Xiaoming Xu, Keping Li, Lixing Yang, Rescheduling subway trains by a discrete event model considering service balance 表演, Applied Mathematical Modelling, Vol. 40, 二氧化氮, 1446-1466, 2016. (SCI)
Shukai Li, Bart De Schutter, Lixing Yang, Ziyou Gao, Robust model predictive control for train regulation in underground railway transportation, IEEE Transactions on control system technology, Vol. 24, No. 3, 1075-1083, 2016. (SCI)
Shukai Li, Lixing Yang, Ziyou Gao, Adaptive coordinated control of multiple high-speed trains with input 色彩饱和度, Nonlinear 动力学, Vol. 83, No. 4, 2157-2169, 2016. (SCI)
Lixing Yang, Yan Zhang, Shukai Li, Yuan Gao, A two-stage stochastic optimization model for the transfer activity choice in metro networks, Transportation Research Part B, Vol. 83, 271-297, 2016. (SCI)
Lixing Yang, Jianguo Qi, Shukai Li, Yuan Gao, Collaborative optimization for train scheduling and train stop planning on high-speed railways, Omega, Vol.64, 57-76, 2016. (SCI)
Yuan Gao, Lixing Yang, Shukai Li, Uncertain models on railway transportation planning problem, Applied Mathematical Modelling, Vol. 40, 4921-4934, 2016. (SCI)
Shukai Li, Lixing Yang, Ziyou Gao, Keping Li, Optimal guaranteed cost cruise control for high-speed train movement, IEEE Transactions on Intelligent Transportation Systems, Vol.17, No. 10, 2879-2887, 2016. (SCI)
Xiangsong Meng, Lixing Yang, Stochastic portfolio selection problem with reliability criteria, Discrete 动力学 in Nature and Society, Vol. 2016, 8417643. (SCI)
Yeran Huang, Lixing Yang, Tao Tang, Fang Cao, Ziyou Gao, Saving 能量 and improving service quality: bicriteria train scheduling in urban rail transit systems, IEEE Transactions on Intelligent Transportation Systems, Vol.17, No. 12, 3364-3379, 2016. (SCI)
Jiateng Yin, Tao Tang, Lixing Yang, Ziyou Gao, Bin Ran, 能量Efficient Metro Train Rescheduling with Uncertain 时间Variant Passenger Demands: An Approximated Dynamic Programming Approach, Transportation Research Part B, Vol. 91, 178-210, 2016. (SCI)
Li Wang, Lixing Yang, Ziyou Gao, The constrained shortest path problem with stochastic correlated link travel times, European Journal of Operational Research, Vol.255, No.1, 43-57, 2016. (SCI)
Jianguo Qi, Lixing Yang, Yuan Gao, Shukai Li, Ziyou Gao, Integrated multi-track station layout 设计 and train scheduling models on railway corridors, Transportation Research Part C, Vol. 69, 91-119, 2016. (SCI)
Li Wang, Lixing Yang, Ziyou Gao, Shukai Li, Xuesong Zhou, Evacuation planning for disaster responses: a stochastic programming framework, Transportation Research Part C, Vol. 69, 150-172, 2016. (SCI)
Yuan Gao, Leo Kroon, Marie Schmidt, Lixing Yang, Rescheduling a metro line in an over-crowded situation after disruptions, Transportation Research Part B, Vol. 93, 425-449, 2016. (SCI)
Shukai Li, Lixing Yang, Ziyou Gao, Keping Li, Robust train regulation for metro lines with stochastic passenger arrival flow, Information Sciences, Vol. 373, 287-307, 2016. (SCI)
Kai Yang, Lixing Yang, Ziyou Gao, Planning and optimization of intermodal hub-and-spoke network under mixed uncertainty, Transportation Research Part E, Vol. 95, 248-266, 2016. (SCI)
Yuan Gao, Lixing Yang, Ziyou Gao. 能量 consumption and travel 时间 analysis for metro lines with express/local mode, Transportation Research Part D, accepted. (SCI)
Xiaoming Xu, Lixing Yang, Ziyou Gao, Jiancheng Long. Simulations for train traffic flow on single-track railways with speed limits and slopes, Journal of Simulation, accepted. (SCI)
Lixing Yang, Xuesong Zhou. Optimizing on-时间 arrival probability and percentile travel time for elementary path finding in time-dependent transportation networks: linear mixed integer programming reformulations, Transportation Research Part B, Vol. 96, 68-91, 2017. (SCI)
Jiateng Yin, Lixing Yang, Tao Tang, Ziyou Gao, Bin Ran, Dynamic passenger demand oriented metro train scheduling with 能量efficiency and waiting time minimization: mixed-integer linear programming approaches, Transportation Research Part B, Vol. 97, 182-213, 2017. (SCI)
Shukai Li, Maged M. Dessouky, Lixing Yang, Ziyou Gao. Joint optimal train regulation and passenger flow control strategy for high-频率 metro lines, Transportation Research Part B, Vol. 99, 113-137, 2017. (SCI)
Kai Yang, Lixing Yang, Ziyou Gao. Hub-and-spoke network 设计 problem under uncertainty considering financial and service issues: A two-phase approach, Information Sciences, Vol.402, 15-34, 2017. (SCI)
2.发表的会议论文
Xiaoyu Ji, Lixing Yang and Zheng Shao, Chance Constrained Maximum Flow Problem with Fuzzy Arc Capacities, Lecture Notes in Artificial Intelligence, LNAI.4114, 11-19, 2006. (SCI)
Lixing Yang, Approximate equality of fuzzy numbers and its application to fuzzy linear programming, Proceedings of the fifth International Conference on Information and 管理学 Sciences, Chengdu, China, July 1-8, 2006.
Lixing Yang and Yuan Feng, On series of fuzzy random variable, Proceedings of the fifth International Conference on Information and Management Sciences, Chengdu, China, July 1-8, 2006.
Lixing Yang and Baoding Liu, A Multi-Objective Fuzzy Assignment Problem: New Model and Algorithm, Proceedings of the FUZZIEEE 2005 Conference on Fuzzy Systems, 驯鹿, America, May 22-25, 2005.
Lixing Yang and Yanbin Sun, Expected Value Model for a Fuzzy Random warehouse Layout Problem, Proceedings of the FUZZIEEE 2004 Conference on Fuzzy Systems, Budapest, Hungary, July 25-29, 2004.
Lixing Yang, and Baoding Liu, Some Inequalities of Birandom Variable, Proceedings of the Third International Conference on Information and Management Sciences, Dunhuang, China, June 5-10, 2004.
Lixing Yang, and Baoding Liu, Chance Distribution of Fuzzy Random Variable, Proceedings of the Fourth International Conference on Intelligent Technologies，Chiang Mai, Thailand，December 17-19, 2003.
Lixing Yang, A Multi-Level warehouse Layout Problem under Fuzzy Environment, Proceedings of the Second International Conference on Information and Management Sciences, Chengdu, China, August 24-30, 2003.
Qiang Zhang , K·KLai and Lixing Yang, A Fuzzy Multiple warehouse Layout Problem, Proceedings of the Second International Conference on Information, Beijing, China, July 24-27, 2002.
Lixing Yang, complex fuzzy variable, Proceedings of the sixth International Conference on Information and Management Sciences, Lasa, China, July, 2007.
Lixing Yang, Xiaoyu Ji, Some properties of expected value operators of fuzzy variables and fuzzy random variables, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, Tianjin, China, 2009.
Lixing Yang, Jinwu Gao, Characteristic Functions of Fuzzy Random Variables, 2010 Third International Joint Conference on Computational Science and Optimization, 安徽省, China, 2010.
Juan Wen, Hongyan Ma, Lixing Yang, On the Expected Value of B-Valued Random Fuzzy Variable, 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery, Shanghai, China, 2011.
Jianguo Qi, Lixing Yang, Yuan Gao, Shukai Li, Robust train timetabling problem with optimized train stop plan, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, Zhangjiajie, China, 2015.
参考资料
杨立兴-个人简介.北京交通大学交通运输学院.2022-01-31
杨立兴.北京大学官网.2017-05-24