1、研究领域
(1) 博士方向
已做过的方向:
1)大数据与物流管理:如数据驱动的城市绿色交通设施配置与调度;
2)生产运营管理:如自动化搬运系统的调度优化问题(电镀生产线工件搬运、立体仓库出货);
3)大数据与金融:如小微企业贷款风险的大数据方法;
4)供应链金融:如供应链视角下的营运资金优化;
5)大数据与医院运营管理:如手术室调度问题;
......
(见研究生培养 http://gr.xjtu.edu.cn/web/zlzhou/9 )
尚在做的新方向:
1)大数据与物流:如,无人机配送中调度的若干问题;
2)物流优化问题:如,应急物流问题;
3)基于大数据的制造业优化和仿真:如,制造业数字孪生;
......;
(2)专业学位硕士方向:
1)运营管理:如生产管理、精益生产;
2)战略和营销:集团发展战略、营销策略;
(见研究生培养 http://gr.xjtu.edu.cn/web/zlzhou/9 )
2、主持、参加各类纵向课题和横向课题
(1)纵向
1)主持
【1】国家自然科学基金面上项目,71971168,金融机构信贷业务中的小微企业信贷营销与风险控制的大数据方法研究,2020/01-2023/12,48万元,进行中,主持;
【2】国家自然科学基金面上项目,70671081,先进制造系统中复杂生产系统排序问题的研究,2006/01-2008/12,16.5万元,已结题,主持,后评估优秀;
【3】国家自然科学基金面上项目,70371037,典型流水生产系统的物流分析和创新设计,2003/01-2005/12,14万元,已结题,主持,后评估优秀;
【4】教育部新世纪优秀人才计划项目,NCET-06-0852,先进制造系统中的若干运作管理问题研究,2006/01-2007/12,20万,已结题,主持;
【5】陕西省自然科学基金项目,2015JM7369,考虑运输计划的单个煤矿生产系统调度研究,2015/01-2016/12,2.0万元,已结题,主持;
【6】西安市科委软科学课题,R200355,企业业务流程的分析与创新设计,2003/01-2004/12,1.5万元,已结题,主持
【7】陕西省自然科学基金项目,2002G2,一般流水生产系统的物流分析和创新设计,2002/01-2003/12,2.0万元,已结题,主持;
【8】西安市科委软科学课题,R200032,西部开发中西安市制造业供应链分析和创新设计研究,2000/01-2001/12,1.0万元,已结题,主持;
2)子项目协调人(项目)
【1】国家自然科学基金重大项目,面向经济、社会和环境协调发展的现代物流管理研究(总经费1500万元),其子课题,71390333,低碳和安全物流运营管理,2014/01-2018/12,112万元(与东南大学合作,子课题总经费280万元,交大课题组112万元),已结题,总体组成员,西安交大团队主持人,后评估优秀;
3)参加
【1】国家级人才计划入选者创新团队发展计划,IRT1173,物流运输过程中的突发事件的演化机理与应对策略研究,2012/01-2014/12,140万元,已结题,参加
【2】国家自然科学基金重点项目,70433003,中国制造业发展战略的管理研究,2005/01-2008/12,90万元,已结题,参加
【3】国家自然科学基金面上项目,G0222208,加气站与燃气汽车规模化发展互动过程研究,2003/01-2005/12,19万元,已结题,参加
【4】国家自然科学基金重大项目,59990470-4,先进制造模式及管理,1999/01-2003/12,150万元,已结题,参加
(2)横向
【1】基于数据的服务系统中若干优化问题(运营管理、资源配置与调度)
【2】陕西省XX中心战略研究和规划
【3】物流设施规划与装卸搬运分析
【4】......
主持:88万;
(3)其他
【1】 国家重点实验室基金项目
【2】 国家重点实验室资助
【3】人文社科出版基金
【4】校基金项目
【5】......
主持:58万;
3. 国际重要刊物文章
【1】Yang Deng*, Yimo Yan, Andy H.F. Chow, Zhili Zhou, Cheng-Shuo Ying, A proximal policy optimization approach for food delivery problem with reassignment due to order cancellation, Expert Systems with Applications, 2024
【2】Yuxiang Yuan*, Dong Cheng, Zhili Zhou, Faxin Cheng,A Minimum Adjustment Cost Consensus Framework Considering Harmony Degrees and Trust Propagation for Social Network Group Decision Making,IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2023
【3】Yuxiang Yuan*, Dong Cheng, Zhili Zhou, Faxin Cheng,Minimum conflict consensus with budget constraint based on social network analysis,Computers & Industrial Engineering 168 (2022)
【4】Dong Cheng*, Faxin Cheng, Zhili Zhou, Yong Wu, Reaching a minimum adjustment consensus in social network group decision making, Information Fusion, 2020, vol.59 pp.30-43 (2019 IF=10.7)
【5】Juan Peng*, Zhili Zhou, Working Capital Optimization in a Supply Chain Perspective, European Journal of Operational Research, 2019,Vol.277, pp.846-856
【6】Ning Ma*, Ya Liu, Zhili Zhou,Two heuristics for the capacitated multi-period cutting stock problem with pattern setup cost, Computers & Operations Research, 2019, Vol.109, pp.218-229
【7】Xue Bai*, Kwai-Sang Chin, Zhili Zhou, Bi-objective model for location planning of electric vehicle charging station with GPS trajectory data, Computers and Industrial Engineering, 2019, Vol.128, pp.591-604
【8】Dong Cheng*, Zhili Zhou , Faxin Cheng, Yanfang Zhou, Yujing Xie, Modeling the minimum cost consensus problem in an asymmetic costs context, European Journal of Operational Research, 2018, Vol.270, pp.1122-1137
【9】Dong Cheng*, Zhili Zhou, Faxin Cheng, Juan Wang, Deriving heterogeneous experts Weights from in complete linguistic preference relations based on uninorm consistency, Knowledge-Based Systems, 2018, Vol.150,pp.150-165 (2018 IF=4.39)
【10】Lin Ma*, Xi Zhao, Zhili Zhou, Yuanyuan Liu, A new aspect on P2P online default prediction using meta-level phone usage data in China, Decision support systems, 2018, Vol.111, pp.60-71
【11】Ning Ma*, Ya Liu, Zhili Zhou, Chengbin Chu, Combined Cutting Stock and Lot-sizing Problem with Pattern Setup, Computers & Operations Research, 2018, Vol.95, pp.44-55
【12】Xue Bai*, Zhili Zhou, Kwai Sang Chin, Evaluating lane reservation problems by carbon emission approach, Transporation Research Part D: Transport and Environment, 2017, Vol.53, pp.178-pp.192
【13】Tingying Wu*, Feng Chu,Zhen Yang, Zhili Zhou, Lagrangean Relaxation and Hybrid Simulated Annealing Tabu Search Producedure For A Two - echelon Capacitated Facility Location Problem With Plant Size Selection. International Journal of Production Research, 2017, Vol.55, No.9, pp2540-pp2555
【14】Xiao-Yuan Wang*, Zhili Zhou, Ping Ji, Ji-Bo Wang, Parallel Machine Scheduling with Simple Liner Job Deteriortion and Non-simultaneous Machine Available Times, Computer & Industrial Engineering, 2014, Vol.74, pp.88-91
【15】Yu Xiao*, Louis Y.Y. Lu, John S. Liud, Zhili Zhou, Knowledge Diffusion Path Analysis of Data Quality Literature: A Main Path Analysis, Journal of Informetrice, 2014, Vol.8, No.3, pp.594-605
【16】Song Jiu*, Zhili Zhou, Jiyin Liu, The equipment maintenance scheduling problem in a coal production system, International Journal of Production Research, 2013, Vol.51, No.17, pp.5309-5336
【17】Xiao-Yuan Wang*, Zhili Zhou, Xi Zhang, Ping Ji, Ji-Bo Wang,Several flow shop scheduling problems with truncated position-based learning effect, Computers & Operations Research, 2013, Vol.40, No.12, pp. 2906–2929
【18】Yan Zhang*, Zhili Zhou, Jiyin Liu, The production scheduling problem in a multi-page invoice printing system, Computers & Operations Research, 2010, Vol.37, No.10, pp.1814–1821
【19】Zhili Zhou, LingLi, Optimal cyclic single crane scheduling for two parallel train oil can repairing lines, Computers & Operations Research, 2012, Vol.39, No.8, pp.1850–1856
【20】Zhili Zhou, Ling Li,A solution for cyclic scheduling of multi-hoists without overlapping, Annals of Operations Research,2009, Vol.168, No.1, pp.5–21
【21】Zhili Zhou, Jiyin Liu, A heuristic algorithm for the two-hoist cyclic scheduling problem with overlapping hoist coverage ranges, IIE Transactions, 2008, Vol.40, No.8, pp.782–794
【22】Zhili Zhou, Ling Li, Single hoist cyclic scheduling with multiple tanks: a material handling solution, Computers & Operations Research, 2003, Vol.30, pp.811–819
【23】Jiyin Liu, Yun Jiang and Zhili Zhou, Cyclic scheduling of a single hoist in extended electroplating lines: a comprehensive integer programming solution, IIE Transactions, 2002, Vol.34, pp.905–914
*本人名下的博士研究生