• 2026考研英語全程班 6班
• 26考研全科上岸規劃營「擇校▪規劃▪備考」
• 北京交通大學2026考研專業課復習資料「真題▪筆記▪講義▪題庫」

　

北京交通大學交通運輸學院研究生導師楊立興介紹如下：

基本情況

姓  名：楊立興
  
職  稱：教授
 
學  歷：研究生
 
學  位：博士
 
通信地址：北京交通大學軌道交通控制與安全國家重點實驗室
 
郵  編：100044
 
電子郵箱：lxyang@bjtu.edu.cn
 
教育背景

2002/08 - 2005/07，清華大學，數學科學系，博士

1999/08 - 2002/07，河北大學，數學與計算機學院，碩士

1995/08 - 1999/07，河北大學，數學系，本科 
 
工作經歷

2013/11 - 今，北京交通大學，軌道交通控制與安全國家重點實驗室，教授 

2011/01 - 2012/01，美國猶他大學，土木工程系，訪問學者

2009/11 - 2013/11，北京交通大學，軌道交通控制與安全國家重點實驗室，副教授

2005/08 - 2009/10，北京交通大學，交通運輸學院，講師
 
研究方向

交通運輸工程(專業學位)
交通運輸規劃與管理
系統科學
系統控制理論與應用
 
招生專業

交通運輸工程碩士
交通運輸規劃與管理碩士
系統科學碩士
系統科學博士

科研項目

國家自然科學基金優秀青年科學基金：軌道交通運輸管理，2015-01-01--2017-12-31，100.0萬元，主持
國家重點實驗室：軌道交通綜合優化控制理論與方法 研究，2013-01-01--2014-12-31，50.0萬元，主持
國家自然科學基金“面上”：動態不確定路徑優化模型與算法及其在交通應急管理中的應用，2013-01-01--2016-12-31，54.0萬元，主持
科技部“973”：大城市交通需求的引導理論與方法，2012-01-01--2016-08-31，320.0萬元，參加
國家自然科學基金“重點”：基于出行行為的綜合交通網絡多方式選擇與分配模型及算法研究，2012-01-01--2016-12-31，60.0萬元，參加
教育部“新世紀優秀人才”：高速列車運行優化控制模型與算法，2011-01-01--2013-12-31，20.0萬元，主持
國家重點實驗室：高速鐵路網絡上列車調度問題多目標優化模型與算法 ，2012-01-01--2013-12-31，15.0萬元，主持
國家重點實驗室：列車運行控制與組織優化相關基礎理論成果凝練，2011-12-19--2012-12-31，29.0萬元，參加
國家自然科學基金"青年基金"：基于隨機優化理論的列車節能操縱問題研究，2012-01-01--2014-12-31，20.0萬元，參加
基本科研業務費：城市軌道交通可持續發展戰略及關鍵技術研究，2011-10-15--2014-10-15，50.0萬元，參加
科技部“863”：列車運行綜合優化控制技術-列車運行綜合優化控制模型與算法研究，2011-10-01--2014-10-31，50.0萬元，參加
基本科研業務費：非正常干擾下高速列車運行特性及疏解問題研究，2011-03-03--2013-03-02，6.0萬元，主持
國家重點實驗室：北京交通大學紅果園“雙百”人才培育計劃D類，2009-06-01--2012-05-31，1.5萬元，主持
國家重點實驗室：大規模高速路網中基于路徑選擇的列車流優化調整研究，2010-01-01--2012-12-31，20.0萬元，主持
國家自然科學基金"青年基金"：鐵路運輸服務時空網絡模型與算法，2010-01-01--2012-12-31，17.2萬元，主持
國家重點實驗室：列車運行控制系統的建模與控制方法研究，2009-04-01--2012-03-31，100.0萬元，參加
�？萍蓟�金：隨機和模糊環境下的運輸問題，2006-01-01--2007-12-31，1.0萬元，主持
校科技基金：模糊隨機優化問題研究及應用，2005-10-01--2007-10-31，2.0萬元，參加
 
教學工作

研究生課程：《不確定系統分析》，32 學時

本科生課程：《建模方法及應用》，48 學時
 
論文/期刊

1.  發表的期刊論文

[1] Lixing Yang and Baoding Liu, On Inequalities and Critical Values of Fuzzy Random Variable, Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, Vol. 13, No. 2, 163-175, 2005. (SCI)

[2] 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.  

[3] Lixing Yang and Baoding Liu, On continuity theorem for characteristic function of fuzzy variable, Journal of Intelligent & Fuzzy Systems, Vol. 17, No. 3, 325-332, 2006. (SCI)

[4] Lixing Yang and Baoding Liu, On Sufficiency and Necessity Condition of Chance Distribution for Birandom Variable, Information, Vol. 9, No. 1, 33-36, 2006.

[5] Lixing Yang and Yuan Feng, Uniform Convergence of Fuzzy Random Sequence, Journal of Information and Computer Science, Vol. 1, No. 4, 252-256, 2006.

[6] Yuan Feng and Lixing Yang, A two-objective fuzzy k-cardinality assignment problem, Journal of Computational and Applied Mathematics, Vol. 197, 233-244, 2006. (SCI)

[7] 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)

[8] 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)

[9] Lixing Yang and Linzhong Liu, Fuzzy fixed charge solid transportation problem and algorithm, Applied Soft Computing, Vol. 7, No. 3, 879-889, 2007.  (SCI)

[10] Lixing Yang, Xiaoyu Ji, Ziyou Gao and Keping Li, Logistics distribution centers location problem and algorithm under fuzzy environment, Journal of Computational and Applied Mathematics, Vol. 208, No. 2, 303-315, 2007. (SCI)

[11] 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)

[12] 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)

[13] 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)

[14] Lixing Yang, Keping Li, B-valued fuzzy variable, soft computing, Vol. 12, 1081–1088, 2008. (SCI)

[15] 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.

[16] Lixing Yang, Chance-constrained methods for optimization problems with random and fuzzy parameters, International Journal of Innovative Computing, Information and Control, Vol. 5, No. 2, 413-422, 2009. (SCI)

[17] 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)

[18] 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.

[19] Xiang Li, Zhongfeng Qin, Lixing Yang, A chance-constrained portfolio selection model with risk constraints, Applied Mathematics and Computation, Vol. 217, 949–951, 2010.  (SCI)

[20] 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)

[21] 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)

[22] Lixing Yang , Feng Li, Ziyou Gao, and Keping Li, Discrete-time movement model of a group of trains on a rail line with stochastic disturbance, Chinese Physics B, Vol. 19, No. 10, 100510, 2010. (SCI)

[23] 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)

[24] 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 Mathematics, Vol. 235, 1906-1913, 2011. (SCI)

[25] 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)

[26] 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)

[27] 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)

[28] 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)

[29] Xiang Li, Lixing Yang, Keping Li, Ziyou Gao, 3E-model for temporary passenger train scheduling problem, Information-An International Interdisciplinary Journal, Vol. 14, No. 2, 373-389, 2011. (SCI)

[30] 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)

[31] Xiang Li, Chenfu Chien, Lei Li, Ziyou Gao, Lixing Yang, Energy constraint operation strategy for high-speed railway, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 10, 6569-6583, 2012. (SCI)

[32] 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)

[33] Lixing Yang, Xiaofei Yang, Cuilian You, Stochastic Scenario-Based Time-Stage Optimization Model for the Least Expected Time Shortest Path Problem, Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, Vol. 21, Supp01, 17-33, 2013. (SCI)

[34] Lixing Yang, Xuesong Zhou, Ziyou Gao, Rescheduling trains with scenario-based fuzzy recovery time representation on two-way double-track railways, Soft Computing, Vol. 17, No. 4, 605-616, 2013. (SCI)

[35]  Lixing Yang, Xuesong Zhou, Constraint reformulation and Lagrangian relaxation-based solution algorithm for a least expected time path problem, Transportation Research Part B, Vol. 59, 22-44, 2014. (SCI)

[36]  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)

[37] 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)

[38] 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)

[39] 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 Management Science, Vol. 48, 75-93, 2014. (SCI)

[40] 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)

[41] Ce Zhao, Lixing Yang, Shukai Li, Allocating freight empty cars in railway networks with dynamic demands, Discrete Dynamics in Nature and Society, Vol. 2014, 349341. (SCI)

[42] 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)

[43] Shukai Li, Lixing Yang, Keping Li, Ziyou Gao, Stabilization strategies of a general nonlinear car-following model with varying reaction-time delay of the drivers, ISA Transactions, Vol. 53, 1739-1745, 2014. (SCI)

[44] 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)

[45] 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)

[46] Yuan Gao, Lixing Yang, Shukai Li, On distribution function of the diameter in uncertain graph, Information Sciences, Vol. 296, 61–74, 2015.  (SCI)

[47] Li Wang, Ziyou Gao, Lixing Yang, A priori least expected time paths in fuzzy, time-variant transportation networks, Engineering Optimization, Vol. 48, No. 2, 272–298, 2016.  (SCI)

[48] Yuan Gao, Rong Gao, Lixing Yang, Analysis of order statistics of uncertain variables, Journal of Uncertainty Analysis and Applications, Vol. 3, 1, 2015. 

[49] 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. 

[50] 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)

[51] Li Wang, Ziyou Gao, Lixing Yang, Criteria for the a priori shortest path generation in uncertain time-varying transportation networks, International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, Vol. 23, No. 6, 807-827, 2015. (SCI)

[52] 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)

[53] 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)

[54] 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)

[55] Jiateng Yin, Dewang Chen, Lixing Yang, Tao Tang, Bin Ran, Efficient real-time train operation algorithms with uncertain passenger demands, IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 9, 2600–2612, 2016. (SCI)

[56] Xiaoming Xu, Keping Li, Lixing Yang, Rescheduling subway trains by a discrete event model considering service balance performance, Applied Mathematical Modelling, Vol. 40, No. 2, 1446-1466, 2016. (SCI)

[57] 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)

 

[58] Shukai Li, Lixing Yang, Ziyou Gao, Adaptive coordinated control of multiple high-speed trains with input saturation, Nonlinear Dynamics, Vol. 83, No. 4, 2157-2169, 2016. (SCI)

[59] 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)

[60] 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)

[61] Yuan Gao, Lixing Yang, Shukai Li, Uncertain models on railway transportation planning problem, Applied Mathematical Modelling, Vol. 40, 4921-4934, 2016.  (SCI)

[62] 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)

[63] Xiangsong Meng, Lixing Yang, Stochastic portfolio selection problem with reliability criteria, Discrete Dynamics in Nature and Society, Vol. 2016, 8417643. (SCI)

[64] Yeran Huang, Lixing Yang, Tao Tang, Fang Cao, Ziyou Gao, Saving energy 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)

[65] Jiateng Yin, Tao Tang, Lixing Yang, Ziyou Gao, Bin Ran, Energy-Efficient Metro Train Rescheduling with Uncertain Time-Variant Passenger Demands: An Approximated Dynamic Programming Approach, Transportation Research Part B, Vol. 91, 178-210, 2016. (SCI)

[66] 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)

[67] Jianguo Qi, Lixing Yang, Yuan Gao, Shukai Li, Ziyou Gao, Integrated multi-track station layout design and train scheduling models on railway corridors, Transportation Research Part C, Vol. 69, 91-119, 2016.  (SCI)

[68] 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)

[69] 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)

[70] 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)

[71] 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)

[72] Yuan Gao, Lixing Yang, Ziyou Gao. Energy consumption and travel time analysis for metro lines with express/local mode, Transportation Research Part D, accepted. (SCI)

[73] 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,  Vol. 11, No. 4, 346-356, 2017. (SCI)

[74] Lixing Yang, Xuesong Zhou. Optimizing on-time 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)

[75] Jiateng Yin, Lixing Yang, Tao Tang, Ziyou Gao, Bin Ran, Dynamic passenger demand oriented metro train scheduling with energy-efficiency and waiting time minimization: mixed-integer linear programming approaches, Transportation Research Part B, Vol. 97, 182-213, 2017. (SCI)

[76] Shukai Li, Maged M. Dessouky, Lixing Yang, Ziyou Gao. Joint optimal train regulation and passenger flow control strategy for high-frequency metro lines, Transportation Research Part B, Vol. 99, 113-137, 2017. (SCI)

[77] Kai Yang, Lixing Yang, Ziyou Gao. Hub-and-spoke network design problem under uncertainty considering financial and service issues: A two-phase approach, Information Sciences, Vol. 402, 15-34, 2017. (SCI)

[78] Wenjie Li, Lixing Yang, Li Wang, Xuesong Zhou, Ronghui Liu, Ziyou Gao. Eco-reliable path finding in time-variant and stochastic networks, Energy, Vol. 121, 372-387, 2017. (SCI)

[79] Yuan Gao, Lixing Yang, Ziyou Gao. Real-time automatic rescheduling strategy for an urban rail line by integrating the information of fault handling, Transportation Research Part C, Vol.81, 246-267, 2017. (SCI)

[80] Jiannan Jia, Kai Yang, Lixing Yang, Yuan Gao, Shukai Li. Designing train speed trajectory with the energy efficiency and service quality, Engineering Optimization, accepted. (SCI)

[81] Yeran Huang, Lixing Yang, Tao Tang, Ziyou Gao, Fang Cao. Joint train scheduling optimization with service quality and energy efficiency in urban rail transit networks, Energy,  Vol.138, 1124-1147, 2017. (SCI)

[82] Rui Wang, Kai Yang, Lixing Yang. Designing hub-and-spoke network with uncertain travel times: A new hybrid methodology, Journal of Uncertain Systems, Vol. 11, No. 4, 243-256, 2017. 

[83] Feng Li, Ziyou Gao, David Z.W. Wang, Ronghui Liu, Tao Tang, Jianjun Wu, Lixing Yang, A subjective capacity evaluation model for single-track railway system with δ-balanced traffic and λ-tolerance level, Transportation Research Part B, Vol. 105, 43-66, 2017. (SCI)

[84] Yuan Gao, Leo Kroon, Lixing Yang, Ziyou Gao. Three-stage optimization method for the problem of scheduling additional trains on a high-speed rail corridor, Omega, accepted. (SCI)

[85] Shuo Yang, Kai Yang, Ziyou Gao, Lixing Yang, Jungang Shi, Last-train timetabling under transfer demand uncertainty: mean-variance model and heuristic solution, Journal of Advanced Transportation,  Vol. 2017, 5095021, 2017. (SCI)

[86] Jiateng Yin, Tao Tang, Lixing Yang, Jing Xun, Yeran Huang, Ziyou Gao, Research and development of automatic train operation for railway transportation systems: A survey, Transportation Research Part C, Vol. 85, 548-572, 2017. (SCI)

[87] Li Wang, Lixing Yang, Ziyou Gao, Yeran Huang, Robust train speed trajectory optimization: A stochastic constrained shortest path approach, Frontiers of Engineering Management, Vol. 4, No. 4, 408-417, 2017.

[88] Shuo Yang, Kai Yang, Lixing Yang, Ziyou Gao, MILP formulations and a TS algorithm for reliable last train timetabling with uncertain transfer flows, Journal of the Operational Research Society, accepted. (SCI)

[89] Jianguo Qi, Lixing Yang, Zhen Di, Shukai Li, Kai Yang, Yuan Gao, Integrated optimization for train operation zone and stop plan with passenger distributions, Transportation Research Part E, Vol. 109, 151-173, 2017. (SCI)

[90] Shukai Li, Lixing Yang, Ziyou Gao, Optimal switched control design for automatic train regulation of metro lines with time-varying passengers arrival flow, Transportation Research Part C, Vol. 86, 425-440, 2018. (SCI)

[91] Pei Liu, Lixing Yang, Ziyou Gao, Yeran Huang, Shukai Li, Yuan Gao, Energy-efficient train timetable optimization in the subway system with energy storage devices, IEEE Transactions on Intelligent Transportation Systems, accepted. (SCI)

[92] Jungang Shi, Lixing Yang, Jing Yang, Ziyou Gao, Service-oriented train timetabling with collaborative passenger flow control on an oversaturated metro line: an integer linear optimization approach, Transportation Research Part B, Vol. 110, 26-59, 2018. (SCI)

[93] Xiaoming Xu, Keping Li, Lixing Yang, Ziyou Gao, An efficient train scheduling algorithm on a single-track railway system, Journal of Scheduling, accepted. (SCI)

[94] Huimin Zhang, Shukai Li, Lixing Yang, Real-time optimal train regulation design for metro lines with energy-saving, Computer & Industrial Engineering, accepted. (SCI)

[95] Zhen Di, Lixing Yang, Jianguo Qi, Ziyou Gao, Transportation network design for maximizing flow-based accessibility, Transportation Research Part B, Vol. 110, 209-238, 2018. (SCI)

[96] Shukai Li, Lixing Yang, Ziyou Gao, Efficient real-time control design for automatic train regulation of metro loop lines, IEEE Transactions on Intelligent Transportation Systems, accepted. (SCI)

[97] Renming Liu, Shukai Li, Lixing Yang, Jiateng Yin, Energy-efficient subway train scheduling design with time-dependent demand based on an approximate dynamic programming approach, IEEE Transactions on Systems, Man, and Cybernetics: Systems, accepted. (SCI)

[98] Rui Wang, Kai Yang, Lixing Yang, Ziyou Gao, Modelling and optimization of a road-rail intermodal transport system under uncertain information, Engineering Applications of Artificial Intelligence, accepted. (SCI)

[99] Jianguo Qi, Lixing Yang, Yuan Gao, Zhen Di, Service-oriented train timetabling problem with consideration of women-only passenger cars, Computers & Industrial Engineering, accepted. (SCI)

[100] Chuntian Zhang, Yuan Gao, Lixing Yang, Uday Kumar, Ziyou Gao, Integrated optimization of train scheduling and maintenance planning on high-speed railway corridors, Omega, accepted. (SCI)

[101] Jianguo Qi, Valentina Cacchiani, Lixing Yang, Robust train timetabling and stop planning with uncertain passenger demand, Electronic Notes in Discrete Mathematics, Vol. 69, 213-220.

[102] Chuntian Zhang, Yuan Gao, Wenjie Li, Lixing Yang, Ziyou Gao, Robust train scheduling problem with optimized maintenance planning on high-speed railway corridors: The China case, Journal of Advanced Transportation, accepted. (SCI)

[103] Shukai Li, Xuesong Zhou, Lixing Yang, Ziyou Gao, Automatic train regulation of complex metro networks with transfer coordination constraints: A distributed optimal control framework, Transportation Research Part B, accepted. (SCI)

[104] Yeran Huang, Lixing Yang, Tao Tang, Ziyou Gao, Fang Cao, Keping Li, Train speed profile optimization with on-board energy storage devices: A dynamic programming based approach, Computers & Industrial Engineering, accepted. (SCI)

[105] Meng Zhao, Jianxun Cui, Jiateng Yin, Xiaopeng Li, Lixing Yang, Shi An, An integated framework for electric vehicle rebalanceing and staff relocation in one-way carsharing systems: Model formulation and Lagrangian relaxation-based solution approach, Transportation Research Part B, accepted.

2.  發表的會議論文

[1] 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)

[2] Lixing Yang, Approximate equality of fuzzy numbers and its application to fuzzy linear programming, Proceedings of the fifth International Conference on Information and Management Sciences, Chengdu, China, July 1-8, 2006.

[3] 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.

[4] Lixing Yang and Baoding Liu, A Multi-Objective Fuzzy Assignment Problem: New Model and Algorithm, Proceedings of the FUZZIEEE 2005 Conference on Fuzzy Systems, Reno, America, May 22-25, 2005.

[5] 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.

[6] 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.

[7] 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.

[8] 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.

[9] Qiang Zhang , K.K.Lai and Lixing Yang, A Fuzzy Multiple Warehouse Layout Problem, Proceedings of the Second International Conference on Information, Beijing, China, July 24-27, 2002.

[10] Lixing Yang, complex fuzzy variable, Proceedings of the sixth International Conference on Information and Management Sciences, Lasa, China, July, 2007.

[11] 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.

[12] Lixing Yang, Jinwu Gao, Characteristic Functions of Fuzzy Random Variables, 2010 Third International Joint Conference on Computational Science and Optimization, Anhui, China, 2010.

[13] 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.

[14] 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. 

獲獎與榮譽

入選教育部“青年長江學者”, 教育部，2016年

入選詹天佑鐵道科學技術獎----青年獎，詹天佑科學技術發展基金會，2016年

北京交通大學智瑾獎教金優秀青年教師，北京交通大學，2015年

獲國家自然科學基金“優秀青年科學基金”，國家自然基金委，2014年

教育部自然科學一等獎(第2完成人)，教育部，2014年

入選北京交通大學首批“卓越百人計劃”，北京交通大學，2014年

入選北京交通大學詹天佑專項獎，詹天佑科學技術發展基金會，2014年

入選教育部新世紀優秀人才支持計劃，教育部，2010 年

鐘家慶運籌學獎，鐘家慶基金會，2010年

入選北京交通大學紅果園D類人才培育計劃，北京交通大學，2009年

運籌新人獎，中國運籌學會，2007年

中國運籌學會優秀論文獎，中國運籌學會，2004年

北京運籌學會青年優秀論文二等獎，北京運籌學會，2004年
 
社會兼職

中國管理科學與工程學會理事（2017-今）

中國管理科學與工程學會交通運輸管理研究會委員（2017-今）

中國運籌學會智能計算分會秘書長、常務理事（2015-2019）

中國運籌學會不確定系統分會常務理事（2011-2015）、理事（2015-2019）

亞太工業工程與管理學會理事（2012-2016）、Fellow（2017-2019）

國際期刊《Journal of Uncertainty Analysis and Applications》副主編

國際期刊《Journal of Transportation Technologies》編委

國際SCI期刊《International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems》客座編委

國際SCI期刊《International Journal of Intelligent Systems》客座編委

國際SCI期刊《Computers & Industrial Enginerring》客座編委

國際期刊《Industrial Engineering and Management Systems》客座編委

國際期刊《Journal of Uncertain Systems》客座編委