简历

李想，男，1982年出生，北京化工大学经济管理学院教授，博士生导师，大数据交通与物流实验室主任，国家优秀青年科学基金获得者，国家自然科学基金重点项目负责人，教育部新世纪优秀人才，北京市科技新星。现任中国管理科学与工程学会理事，中国运筹学会理事，中国优选法统筹法与经济数学研究会理事，Journal of Data, Information and Management主编、Information Sciences、Transportmetrica B、International Journal of General Systems 等多本SCI/SSCI期刊副主编/编委及《运筹与管理》、《系统工程学报》编委。

研究方向

交通运输管理、危化品运输管理、大数据优化等

教育经历

联系方式

发表论文

[1] Li X, and Liu B, A sufficient and necessary condition for credibility measures, International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, Vol.14, No.5, 527-535, 2006.

[2] Li X, and Liu B, On distance between fuzzy variables, Journal of Intelligent and Fuzzy Systems, Vol.19, No.3, 197-204, 2008.

[3] Li X, and Liu B, Chance measure for hybrid events with fuzziness and randomness, Soft Computing, Vol.13, No.2, 105-115, 2009.

[4] Li X, and Liu B, Foundation of credibilistic logic, Fuzzy Optimization and Decision Making, Vol.8, No.1, 91-102, 2009.

[5] Qin Z, Li X, and Ji X, Portfolio selection based on fuzzy cross-entropy, Journal of Computational and Applied Mathematics, Vol.228, 139-149, 2009.

[6] Li X, Zhang Y, Wong SH, and Qin Z, A hybrid intelligent algorithm for portfolio selection problem with fuzzy returns, Journal of Computational and Applied Mathematics, Vol.233, No.2, 264-278, 2009.

[7] Li X, and Wong SH, Logic optimality for multi-objective optimization, Applied Mathematics and Computation, Vol.215, 3045-3056, 2009.

[8] Li X, Qin Z, and Kar S, Mean-variance-skewness model for portfolio selection with fuzzy returns, European Journal of Operational Research, Vol.202, 239-247, 2010.

[9] Li X, and Wong SH, Credibilistic satisfiability and credibilistic entailment, Journal of Multi-Valued Logic and Soft Computing, Vol.16, Nos. 1-2, 105-134, 2010.

[10] Qin Z, and Li X, The sufficient and necessary condition for chance distribution of bifuzzy variable, Soft Computing, Vol.15, No. 3, 595-599, 2010.

[11] Li X, Qin Z, and Yang L, A chance-constrained portfolio selection model with risk constraints, Applied Mathematics and Computation, Vol. 217, 949-951, 2010.

[12] Li X, Qin Z, Yang L, and Li K, Entropy maximization model for trip distribution problem with fuzzy and random parameters, Journal of Computational and Applied Mathematics, Vol. 235, 1906-1913, 2011.

[13] Yang L, Gao Z, Li X, and Li K, A weighted min–max model for balanced freight train routing problem with fuzzy information, Engineering Optimization, Vol.43, No. 12, 1289–1309, 2011.

[14] Yang L, Li X, and Li K, A control simulation method of high-speed trains on railway network with irregular influence, Communications in Theoretical Physics, Vol.56, No.3, 411-418, 2011.

[15] Li X, Wong HS, and Wu S, A fuzzy minimax clustering model and its applications, Information Sciences, Vol. 186, 114-125, 2012.

[16] Li X, Shou BY, and Qin ZF, An expected regret minimization portfolio selection model, European Journal of Operational Research, Vol. 218, 484-492, 2012.

[17] Li X, and Liu B, Conditional chance measure and is application in hybrid logic, Journal of Multiple-Valued Logic and Soft Computing, Vol. 18, No. 3-4, 401-419, 2012.

[18] Li X, Chien CF, Li L, Gao ZY, and Yang LX, Energy-constraint operation strategy for high-speed railway, International Journal of Innovative Computing, Information and Control, Vol. 8, No. 10, 6569-6583, 2012.

[19] Yang L, Li K, Gao Z, and Li X, Optimizing trains movement on a railway network, Omega, Vol. 40, No. 5, 619-633, 2012.

[20] Yao K, and Li X, Uncertain alternating renewal process and its application, IEEE Transactions on Fuzzy Systems, Vol. 20, No. 6, 1154-1160, 2012.

[21] Yang X, Li X, Gao Z, Wang H, and Tang T, A cooperative schedul ing model for timetable optimization in subway systems, IEEE Transactions on Intelligent Transportation Systems, Vol. 14, No. 1, 438-447, 2013.

[22] Su S, Li X, Tang T, and Gao Z, A subway train timetable optimization approach based on energy-efficient operation strategy, IEEE Transactions on Intelligent Transportation Systems, Vol.14, No. 2, 883-893, 2013.

[23] Li X, Wang D, Li K, and Gao Z, A green train schedul ing model and fuzzy multi-objective optimization algorithm, Applied Mathematical Modelling, Vol. 37, 2063-2073, 2013.

[24] Li X, Gao Z, and Sun W, Existence of an optimal strategy for stochastic train energy-efficient operation problem, Soft Computing, Vol. 17, 651-657, 2013.

[25] Li X, and Yang X, A stochastic timetable optimization model in subway systems, International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, Vol. 21, Supp. 1, 1-15, 2013.

[26] Li X, and Lo Hong K, Energy minimization in dynamic train schedul ing and control for metro rail operations, Transportation Research Part B, Vol. 70, 269-284, 2014.

[27] Li X, and Lo Hong K, An energy-efficient schedul ing and speed control approach for metro rail operations, Transportation Research Part B, Vol. 64, 73-89, 2014.

[28] Li X, Shou B, and Dan R, Train reschedul ing with stochastic recovery time: A new track-backup approach, IEEE Transactions on Systems, Man, and Cybernetics-Part A, Vol. 44, No. 9, 1216-1233, 2014.

[29] Su S, Tang T, Li X, and Gao Z, Optimization of multi-train operation in a subway system, IEEE Transactions on Intelligent Transportation Systems, Vol. 15, No. 2, 673-684, 2014.

[30] Yang X, Ning B, Li X, and Tang T, A two-objective timetable optimization model in subway systems, IEEE Transactions on Intelligent Transportation Systems, Vol. 15, No. 5, 1913-1921, 2014.

[31] Li X, Chien CF, Yang LX, and Gao Z, The train fueling cost minimization problem with fuzzy fuel prices, Flexible Service and Manufacturing Journal, Vol. 26, 249-267, 2014.

[32] Zhang X, and Li X, A semantic study of the first-order predicate logic with uncertainty involved, Fuzzy Optimization and Decision Making, Vol. 13, 357-367, 2014.

[33] Li X, and Qin Z, Interval portfolio selection models within the framework of uncertainty theory, Economic Modelling, Vol. 41, 338-344, 2014.

[34] Li X, Guo SN, Yu LA, Skewness of fuzzy numbers and its applications in portfolio selection, IEEE Transactions on Fuzzy Systems, Vol. 23, No. 6, 2135-2143, 2015.

[35] Li X, A numerical-integration-based simulation algorithm for expected values of strictly monotone functions of ordinary fuzzy variables, IEEE Transactions on Fuzzy Systems, Vol. 23, No. 4, 964-972, 2015.

[36] Yang X, Chen A, Li X, Ning B, Tang T, An energy-efficient schedul ing approach to improve the utilization of regenerative energy for metro rail systems, Transportation Research Part C: Emerging Technologies, Vol. 57, 13-29, 2015.

[37] Wei MY, Li X, Yu LA, Time-dependent fuzzy random location-schedul ing programming for hazardous materials transportation, Transportation Research Part C: Emerging Technologies, Vol. 57, 146-165, 2015.

[38] Wei MY, Yu LA, and Li X, Credibilistic location-routing model for hazardous materials transportation, International Journal of Intelligent Systems, Vol. 30, 23-39, 2015.

[39] Yang X, Li X, Ning B, and Tang T, An optimization method for train schedul ing with minimum energy consumption and travel time in metro rail system, Transportmetrica B: Transport Dynamics, Vol. 3, No. 2, 79-98, 2015.

[40] Xu X, Li K, and Li X, Research on passenger flow and energy consumption in a subway system with fuzzy passenger arrival rates, Journal of Rail and Rapid Transit, Vol. 229, No. 8, 863-874, 2015.

[41] Yang X, Li X, Ning B, Tang T, A survey on energy-efficient train operation for urban rail transit, IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 1, 2-13, 2016.

[42] Xu X, Li KP, Li X, A multi-objective subway timetable optimization approach with minimum passenger time and energy consumption, Journal of Advanced Transportation, Vol. 50, 69-95, 2016.

[43] Du JM, Yu LA, Li X, Fuzzy multi-objective chance-constrained programming model for hazardous materials transportation, International Journal of General Systems, Vol. 45, No. 3, 286-310, 2016.

[44] Li X, Zhou JD, and Zhao XD, Travel itinerary problem, Transportation Research Part B, Vol. 91, 332-343, 2016.

[45] Guo SN, Yu LA, and Li X, Fuzzy multi-period portfolio selection with different investment horizons, European Journal of Operational Research, Vol. 254, 1026-1035, 2016.

[46] Zhou JD, Li X, Pedrycz W, Mean-semi-entropy models of fuzzy portfolio selection, IEEE Transactions on Fuzzy Systems, Vol. 24, No. 6, 1627-1636, 2016.

[47] Du JM, Li X, Yu LA, Ralescu D, Multi-depot vehicle routing problem for hazardous materials transportation: A fuzzy bilevel programming, Information Sciences, Vol. 399, 201-218, 2017.

[48] Zhou JD, Li X, Kar S, Zhang GQ, Yu HT, Time consistent fuzzy multi-period rolling portfolio optimization with adaptive risk aversion factor, Journal of Ambient Intelligence and Humanized Computing, Vol. 8, No. 5, 651-666, 2017.

[49] Zhang Y, Li X, Guo SN, Portfolio selection problems with Markowitz's mean-variance framework: A review of literature, Fuzzy Optimization and Decision Making, Vol.17, No.2, 125-158, 2017.

[50] Yang H, Li X, Yang X, Mean-variance model for timetable optimization in urban rail transit systems, Journal of Rail and Rapid Transit, Vol.232, No.4, 1005-1020, 2018.

[51] Li X, Gao ZY, Cost-benefit ana lysis for regenerative energy storage in metro, Chinese Management Studies, Vol.11, No.1, 19-34, 2017.

[52] Su S, Tang T, Li X, Driving strategy optimization for trains in subway systems, Journal of Rail and Rapid Transit, Vol.232, No.2, 369-383, 2018.

[53] Li XY, Wu, JP, Ma, HG, Li, X, Kang, R, A random fuzzy accelerated degradation model and statistical ana lysis, IEEE Transactions on Fuzzy Systems, Vol. 26, No. 3, 1638-1650, 2018.

[54] Li XY, Hu YQ, Zhou JD, Kang R, Li X, Bayesian step stress accelerated degradation testing design: a multi-objective Pareto-optimal approach, Reliability Engineering and System Safety, Vol. 171, 9-17, 2018.

[55] Ma HG, Li X, Closed-loop supply chain network design for hazardous products with uncertain demands and returns, Applied Soft Computing, Vol. 62, 889-899, 2018.

[56] Hu H, Li J, Li X, A credibilistic goal programming model for inventory routing problem with hazardous materials, Soft Computing, Vol. 22, No. 17, 5803-5816, 2018.

[57] Hu H, Li X, Zhang YY, Shang CJ, Zhang SC, Multi-objective location-routing model for hazardous material logistics with traffic restriction constraint in inter-city roads, Computers & Industrial Engineering, Vol. 128, 861-876, 2019.

[58] Guo SN, Li X, Ching WK, Dan R, Li WK, Zhang ZW, GPS trajectory data segmentation based on probabilistic logic, International Journal of Approximate Reasoning, Vol. 103, 227–247, 2018

[59] Li X, Du HJ, Ma HG, Shang CJ, Timetable optimization for single bus line involving fuzzy travel time, Soft Computing, Vol. 22, 6981-6994, 2018.

[60] Kar MB, Kar S, Guo SN, Li X, Majumder S, A new bi-objective fuzzy portfolio selection model and its solution through evolutionary algorithms, Soft Computing, Vol.23, No,12, 4367-4381, 2019.

[61] Hu H, Li J, Li X, Shang CJ, Modeling and solving a multi-period inventory fulfilling and routing problem for hazardous materials, Journal of Systems Science and Complexity, doi:10.1007/s11424-019-8176-2, 2019.

[62] Du JM, Li X, Li L, Shang CJ, Urban hazmat transportation with multi-factor, Soft Computing,  24(9), 6307-6328, 2020. DOI:10.1007/s00500-019-03956-x, 2019.

[63] Jiang B, Lio WC, Li X, An uncertain DEA model for scale efficiency evaluation, IEEE Transactions on Fuzzy Systems, Vol. 27, No. 8, 1616-1624, 2019.

[64] Fan J, Yu LA, Li X, Shang CJ, Ha MH, Reliable location allocation for hazardous materials, Information Sciences, Vol. 501, 688-707, 2019.

[65] Xuejie Bai, Xiang Li, Ruru Jia, Yankui Liu, A distributionally robust credibilistic optimization method for the economic-environmental-energy-social sustainability problem, Information Sciences, Vol. 501, 1-18, 2019.

[66] Hongguang Ma, Xiang Li, Multi-Period Hazardous Waste Collection Planning with Consideration of Risk Stability, Journal of Industrial and Management Optimization, Vol. 17, No.1, 393-408, 2021.

[67] Pingping Chen, Yingchen Yan, Ruiqing Zhao, Xiang Li*, Promotional pricing and online business model choice in the presence of retail competition, Omega, Vol.94, 102085, 2020.

[68] Xiang Li, Jiang H, Sini Guo, W Ching, L Yu, On product of positive L-R fuzzy numbers and its application to multi-period portfolio selection problems, Fuzzy Optimization and Decision Making, 19(1), 53-79, 2020.

[69] Xiang Li, Jiandong Zhou, Witold Pedrycz, Linking granular computing, big data and decision-making: A case study in urban path planning, Soft Computing, 24(10), 7435-7450, 2020.

[70] Ma Hongguang, Li Xiang*, Multi-period multi-scenario optimal design for closed-loop supply chain network of hazardous products with consideration of facility expansion, Soft Computing, 24(4), 2769-2780, 2020.

[71] Sicheng Zhang, Xiang Li∗, Bowen Zhang, Shouyang Wang, Multi-objective optimisation in flexible assembly job shop schedul ing using a distributed ant colony system, European Journal of Operational Research, Vol. 283, No. 2, 441-460, 2020.

[72]  Chen ZH, Lan YF, Li X, Shang CJ, Quality Management by Warranty Contract under Dual Asymmetric Information, IEEE Transations on Engineering Management, DOI:10.1109/TEM.2020.2972563,2020.

[73] Ding, Peiqi, Zhao, Zhiying, Li, Xiang, Government Subsidies in the Power Battery Recycling Industry, Industrial Management & Data Systems, Vol. 120, No. 6, 1059-1083, 2020.

[74] Wen Zhang, Xiang Li, Jian Li, Ye Yang, Taketoshi Yoshida, A Two-stage Rating Prediction Approach Based on Matrix Clustering on Implicit Information, IEEE Transactions on Computational Social Systems, Vol. 7, No. 2, 517-535, 2020. DOI: 10.1109/TCSS.2019.2960858

[75] Ma HG., Li X., YU HT, Single bus line timetable optimization with big data: A case study in Beijing, Information Sciences, Vol. 536, 53-66, 2020.

[76] Zhou JD., LI X., Multi-period mean-semi-entropy portfolio management with transaction costs and bankruptcy control, Journal of Ambient Intelligence and Humanized Computing, 12(1), 705-715, 2021.

[77] Hao Hu, Jiao-Man Du, Xiang Li, Chang-Jing Shang, and Qiang Shen, Risk models for hazardous material transportation subject to weight variation considerations, IEEE Transactions on Fuzzy Systems, DOI: 10.1109/TFUZZ.2020. 2997467.

[78] Li X., Liu X., Ma H., Hu S., Integrated routing optimization for post-disaster rapid-detailed need assess ment, International Journal of General Systems, DOI: 10.1080/0308 1079.2020.1748619.

[79] Li X, Fan H, Liu J, Xun Q, Staff schedul ing in blood collection problems, Annals of Operations Research, DOI: 10.1007/s10479-020-03688-4.

[80] Zhou JD, Zhang QP, Li X, Fuzzy factorization machine, Information Sciences, Vol. 546, No. 6, 1135-1147, 2021.

[81] Li X, Zhang T, Wang L, Ma HG, Zhao X, A minimax regret model for the leader-follower facility location problem, Annals of Operations Research, Accept.

[82] Du JM, Zhou JD, Li X, Li L, Guo A, Integrated self-driving travel scheme planning, International Journal of Production Economics, Accept.

[83] Li X, Zhang BW, Liu YN, A Little Bit Flexibility on Headway Distribution is Enough: Data-driven Optimization of Subway Regenerative Energy, Information Sciences, Vol. 554, 276-296, 2021.

[84] Tian SN, Li X, Liu JM, Ma HG, Yu HT, A short-turning strategy to alleviate bus bunching, Journal of Ambient Intelligence and Humanized Computing, DOI: 10.1007/s12652-020-02891-2, 2021.

[85] Li YN, Li X, Zhang SC, Optimal pricing of customised bus services and ride-sharing based on a competitive game model, Omega, 2021.

[86] Xu XF, Lin ZR, Li X, Shang CJ and Shen Q. Multi-objective robust optimisation model for MDVRPLS in refined oil distribution. International Journal of Production Research, 2021(5): 1-21.

[87]  Zhang Y, Li X, Wang L, Zhao XD and Gao JW, Financing capital-constrained third party logistic firms: fourth party logistic driven financing mode vs. private lending driven financing mode, International Journal of Production Research, 2021.

[88] Wang J, Wang K, Li X, Zhao R, Suppliers’ trade credit strategies with transparent credit ratings: Null, exclusive, and nonchalant provision, European Journal of Operational Research, 2021.

[89] He Yi, Narayanaswamy Balakrishnan and Xiang Li, Signatures state systems based on a series/parallel/recurrent struture of modules, Probability in the Engineering and Information Sciences, 2021.