东北大学
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研究方向及成果
 
研究方向:
 
      智能优化决策、大数据分析、人工智能、机器学习、智能制造
 

研究主要成果:

[1]   Yifan Wang (博士生), Shixin Liu, Jianhui Wang, Bo Zeng. Capacity expansion of wind power in a market environment with topology control. IEEE Transactions on Sustainable Energy, 2019, 10(4): 1834-1843.
[2]   Shixin Liu, Shujin Qin, Ruiyou Zhang. A branch-and-price algorithm for the multi-trip multi-repairman problem with time windows. Transportation Research Part E, 2018, 116: 25-41.
[3]   Jian Zhao (博士生), Shixin Liu, Mengchu Zhou, Xiwang Guo, Liang Qi. Modified cuckoo search algorithm to solve economic power dispatch optimization problems. IEEE/CAA Journal of Automatica Sinica, 2018, 5 (4): 794-806.
[4]   Xiwang Guo (博士生), Shixin Liu, MengChu Zhou, Guangdong Tian. Dual-objective Program and Scatter Search for the Optimization of Disassembly Sequences Subject to Multi-resource Constraints. IEEE Transactions on Automation Science and Engineering, 2017, online, DOI: 10.1109/TASE.2017.2731981
[5]   Xiwang Guo (博士生), Shixin Liu, MengChu Zhou, Guangdong Tian. Disassembly sequence optimization for large-scale products with multi-resource constraints using scatter search and petri nets, IEEE Transactions on Cybernetics, 2016, 46(11): 2435-2446.
[6]   Chao Lu (博士生), Ruiyou Zhang, Shixin Liu (通讯作者). A 0-1 integer programming model and solving strategies for the slab storage problem. International Journal of Production Research, 2016, 54(8): 2366-2376.
[7]   Shixin Liu, Di Chen, Yifan Wang. Memetic algorithm for the multi-mode resource-constrained project scheduling problem. Journal of Systems Engineering and Electronics, 2014, 25(4), 609-617.
[8]   Yuanyuan Tan(博士生), Shixin Liu. Models and optimization approaches for scheduling steelmaking–refining–continuous casting production under variable electricity price, International Journal of Production Research, 2014, 52(4): 1032-1049.
[9]   Zheng Wei(本科生), Tan Zhu, Tianzhang He, Shixin Liu (通讯作者). A Fast Heuristic Algorithm for Ladle Scheduling Based on VRPTW Model, ISIJ International, 2014, 54(11): 2588-2597.
[10]   Yuanyuan Tan(博士生), Shixin Liu, Yinglei Huang. A Hybrid Approach for the Integrated Scheduling of Steel Plants. ISIJ International, 2013, 53(5): 848-853.
[11]   Yuanyuan Tan(博士生), Yinglei Huang, Shixin Liu(通讯作者). Two stage mathematical programming approach for steelmaking process scheduling under variable electricity price. Journal of Iron and Steel Research, 2013, 20(7): 1-8.
[12]   刘士新, 郭哲, 唐加福. 具有优先关系的累积调度问题的约束传播算法. 自动化学报, 2010, 36(4): 586-592.
[13]   Shixin Liu, Jianhai Song. Model and algorithm for hot rolling batch planning in steel plants. International Journal of Information and Management Sciences, 2010, 21: 247-263.
[14]   Shixin Liu, KL Yung, WH Ip. Genetic local search for resource- constrained project scheduling under uncertainty. International Journal of Information and Management Sciences, 2007, 18 (4): 347-363.
[15]   Shixin Liu, Jiafu Tang, Jianhai Song. Order planning modelling and algorithm for manufacturing steel sheets. International Journal of Production Economics, 2006, 100(1): 30-43.
[16]   Shixin Liu, Mengguang Wang. An object-oriented methodology for solving the RCPSPs with heuristics and metaheuristics. Production Planning & Control, 2000, 11(5): 434-442.
[17]   刘士新 著. 项目优化调度理论与方法(ISBN 7-111-20070-5),机械工业出版社,北京,2007.1.


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