个人简介

程聪，副教授，博士生导师，元光学者，新加坡国立大学访问学者。博士毕业于东北大学系统工程专业，师从唐立新院士。硕士毕业于大连理工大学运筹学与控制论专业，师从张立卫教授。主要研究方向基于凸优化方法的鲁棒建模与优化、工业数据解析、供应链与库存优化。作为负责人主持 2 项国家自然科学基金和 2 项省部级课题，主要成果发表在国际主流杂志如 Management Science，International Journal of Production Research 等。

研究领域

基于智能制造发展需求，立足工业应用实际，对计划与库存管理、生产与物流调度优化、质量检测等关键问题进行系统性探索，重点突破数据和知识融合驱动的智能决策方法、不确定环境下的鲁棒优化理论、以及工业生产过程的动态监控与检测方法。

主讲课程

《运筹学》《生产计划与控制》《智能优化方法及应用》《研究方法》

科研项目

1. 随机产出下特钢生产计划与调度协同的数据机理双驱鲁棒优化（72672050）国家自然科学基金面上项目，项目负责人

2. 基于分布式鲁棒优化的钢铁生产库存智能决策方法研究（72102059） 国家自然科学基金青年项目，项目负责人

3. 钢铁原料供应链计划的鲁棒建模及凸优化方法（G2020202001） 河北省自然科学基金青年项目，项目负责人

4. 面向精准服务的钢铁电商运营策略研究（HB20GL050） 河北省社会科学基金青年项目，项目负责人

5. 新基建多元主体协同治理研究：驱动机理、动态演化及治理机制（72471081）国家自然科学基金面上项目，参与人

6. 熔痕制备试验平台加工改造及短路熔痕制备，横向项目，项目负责人

学术成果

[1] 程聪^*, 李安然, 许健, 楚红梅. 不确定环境下钢铁原料绿色供应链鲁棒优化策略研究. 工业工程与管理, 2026, 31(1): 136-147.

[2] 程聪, 吴蘇洋, 李安然, 吕珊珊^*. 基于多尺度特征融合的钢铁表面缺陷定位算法. 运筹与管理, 2025, 34(11): 143-150.

[3] Yanfang Ma, Lina Liu, Siyu Huang, Cong Cheng^*, Zongmin Li^*. Real-time optimization for WEEE recycling routing problem with multiple service types. Journal of Cleaner Production, 2025, 501: 145271.

[4] Shanshan Lv, Ziyi Sun, Cong Cheng, Guodong Wang^*. A distribution-free method for reliability improvement based on design of experiments. Reliability Engineering & System Safety, 2025, 253: 110476.

[5] Wenyan Zhao, Yaguang Yuan, Cong Cheng, Wenheng Liu^*. Bi-objective sustainable urban logistics vehicle routing problem with workload balance. Journal of Industrial Information Integration, 2025, 48: 100985.

[6] Cong Cheng, Ruixue Shan, Xiaodan Wu^*, Shanshan Lv. An integrated distributionally robust model for two-echelon patient appointment scheduling. Computers & Industrial Engineering, 2024, 198: 110593.

[7] Cong Cheng, Hongmei Chu, Liang Zhang, Lianjie Tang^*. Green supply chain for steel raw materials under price and demand uncertainty. Journal of Cleaner Production, 2024, 462: 142621.

[8] Shanshan Lv, Chengcheng Xia, Cong Cheng, Jianhai Yan, Xiaodan Wu^*, Label adversarial domain adaptation network for predicting remaining useful life based on cross-domain condition，Computers & Industrial Engineering, 2024, 197: 110542.

[9] Yanfang Ma, Lining Yang, Zongmin Li^*, Cong Cheng^*, Benjamin Lev, Asaf Hajiyev. Routing optimization for origin-to-destination orders with crowdsourced delivery: an application for real orders from the wenzhou power grid. Applied and Computational Mathematics, 2023, 22(4): 400-425.

[10] Tengfei Huo, Xiaobo Cong, Cong Cheng^*, Weiguang Cai, Jian Zuo. What is the driving mechanism for the carbon emissions in the building sector? An integrated DEMATEL-ISM model, Energy, 2023, 274: 127399.

[11] Cong Cheng, Lianjie Tang^*. A smoothing method for sparse programs by symmetric cone constrained generalized equations, Mathematics, 2023, 11(17): 3719.

[12] Yan Zhenzhen, Natarajan Karthik, Teo Chung-Piaw^*, Cheng Cong, A Representative Consumer Model in Data-Driven Multi-Product Pricing Optimization. Management Science, 2022, 68(8): 5798-5827.

[13] Ming Huang, Cong Cheng^*, Yang Li, Zun-Quan Xia, The space decomposition method for the sum of nonlinear convex maximum eigenvalues and its applications. Journal of Industrial and Management Optimization, 2020, 16(4): 1885-1905.

[14] Lianjie Tang, Xianpeng Wang, Lixin Tang^*, Cong Cheng, Yang Yang, Global Method for Learning an Integrated Temperature Prediction Model in a Slab Reheating Furnace. Engineering Optimization, 2020, 52(9), 1612-1631.

[15] Lianjie Tang, Lixin Tang^*, Jiyin Liu, Cong Cheng, Global Method for a Class of Operation Optimization Problem in Steel Rolling Systems. Industrial & Engineering Chemistry Research, 2019, 58 (14): 5552-5566.

[16] Cong Cheng, Lixin Tang^*, Robust policies for a multi-stage production/inventory problem with switching costs and uncertain demand. International Journal of Production Research, 2018, 56(12): 4264-4282.

 

联系方式

E－mail：chc_5588@163.com；ccheng@hebut.edu.cn

欢迎致力于运筹优化的研究生报考。