华中科技大学机械科学与工程学院 讲师
联系方式
邮箱:zhangcj@hust.edu.cn
个人主页:http://mse.hust.edu.cn/info/1151/10572.htm
研究方向
智能优化算法、车间智能调度理论与方法
科研项目
[1]国家自然科学基金面上项目,52275489,考虑班次调整的批量流柔性作业车间调度方法研究,2023-01至2026-12
[2]国家重点研发计划子课题,2021YFB3301902,异地协同生产执行与产线透明运行管控,2021-12至2024-11
[3]国家自然科学青年基金项目,51905199, 基于AGV的生产系统逻辑/物理混合重构理论与方法研究, 2020-01至2022-12
[4]与西门子合作横向课题,加工中心i智能技术的研究与开发,2019-05至2020-06
[5]数字制造装备与技术国家重点实验室开放课题,DMETKF2018011,智能工厂中的动态多目标设施布局和AGV调度问题研究,2018-01至2019-12
代表性成果
[1]高亮,张春江, 李新宇,吴擎,王晓娟. 类电磁机制算法的研究与应用,华中科技大学出版社,2017.
[2]Chunjiang Zhang, Liang Gao, Xinyu Li, Weiming Shen*, Jiajun Zhou, Kaychen Tan. Resetting weight vectors in MOEA/D for Multi-objective optimization Problems (MOPs) with Discontinuous Pareto Front. IEEE Transactions on Cybernetics, 2022, 52(9): 9770-9783.
[3]Chunjiang Zhang, Jiawei Tan, Kunkun Peng, Liang Gao*, Weiming Shen, Kunlei Lian. A Discrete Whale Swarm Algorithm for a Hybrid Flow-shop Scheduling Problem with Limited Buffers. Robotics and Computer-Integrated Manufacturing, 2021, 68: 102081.
[4]Chunjiang Zhang, A. K. Qin, Weiming Shen, Liang Gao*, Kay Chen Tan, Xinyu Li. ϵ - Constrained Differential Evolution Using an Adaptive ϵ - Level Control Method. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52 (2): 769-785.
[5]Chunjiang Zhang, Yin Zhou, Kunkun Peng, Xinyu Li*, Kunlei Lian, Suyan Zhang. Dynamic flexible job shop scheduling method based on improved gene expression programming. Measurement and Control, 2021, 54(7-8):1136-1146.
[6]Chunjiang Zhang, Kay Chen Tan, Loo Hay Lee, Liang Gao*. Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto Front. Soft Computing, 2018, 22(12): 3997-4012.
[7]Chunjiang Zhang, Qun Lin, Liang Gao*, and Xinyu Li. Backtracking Search Algorithm with three constraint handling methods for Constrained Optimization Problems, Expert Systems with Applications. 2015, 42(21): 7831-7845.
[8]Chunjiang Zhang, Xinyu Li, Liang Gao*, Qing Wu, An Improved Electromagnetism-like Mechanism Algorithm for Constrained Optimization, Expert Systems with Applications, 2013, 40(14): 5621-5634.
[9]Chunjiang Zhang, Liang Gao*, Xinyu Li, Qing Wu. A novel electromagnetism-like mechanism algorithm with modified Solis and Wets local search for global optimization. Int. J. of Services Operations and Informatics, 2012, 7 (2/3):117-135.
[10]Liang Gao, Chunjiang Zhang, Xinyu Li and Lijian Wang*, Discrete Electromagnetism-like Mechanism Algorithm for Assembly Sequences Planning, International Journal of Production Research. 2014, 52(12): 3485-3503.
[11]Jiaxin Fan, Yinli Li, Jin Xie, Chunjiang Zhang*, Weiming Shen, Liang Gao. A Hybrid Evolutionary Algorithm Using Two Solution Representations for Hybrid Flow-Shop Scheduling Problem. IEEE Transactions on Cybernetics, 2021, DOI: 10.1109/TCYB.2021.3120875.
[12]Jiaxin Fan, Chunjiang Zhang, Qihao Liu, Weiming Shen*, Liang Gao. An improved genetic algorithm for flexible job shop scheduling problem considering reconfigurable machine tools with limited auxiliary modules. Journal of Manufacturing Systems, 2022, 62: 650-667.
[13]Jiaxin Fan, Weiming Shen, Liang Gao, Chunjiang Zhang*, Ze Zhang. A hybrid Jaya algorithm for solving flexible job shop scheduling problem considering multiple critical paths. Journal of Manufacturing Systems, 2021, 60: 298-311.
[14]Kunkun Peng, Xudong Deng, Chunjiang Zhang*, Quanke Pan, Liang Ren, Xinfu Pang. An improved imperialist competitive algorithm for hybrid flowshop rescheduling in steelmaking-refining-continuous casting process, Measurement and Control, 2020, DOI: 10.1177/0020294020960187.
[15]Fajun Yang, Xin Tang, Naiqi Wu*, Chunjiang Zhang*, and Liang Gao. Wafer Residency Time Analysis for Time-Constrained Single-Robot-Arm Cluster Tools with Activity Time Variation, IEEE Transactions on Control Systems Technology, 2020, 28(4): 1177-1188.
[16]Jiajun Zhou, Liang Gao*, Xifan Yao, Chunjiang Zhang*, Felix T. S. Chan, and Yingzi Lin. Evolutionary Many-Objective Assembly of Cloud Services Via Angle and Adversarial Direction Driven Search. Information Sciences, 2020, 513: 143-167.
[17]Qing Wu, Chunjiang Zhang*, Mengya Zhang, Fajun Yang, and Liang Gao. A modified comprehensive learning particle swarm optimizer and its application in cylindricity error evaluation problem, Mathematical Biosciences and Engineering, 2019, 16(3): 1190-1209.
[18]Qing Wu, Chunjiang Zhang*, Liang Gao. A modified Electromagnetism-like mechanism algorithm with pattern search for global optimization. International Journal of Computational Science and Engineering, 2018, 16(4): 430 - 440.
[19]Peng Gongzhuang, Wu Youqi, Zhang Chunjiang, Shen Weiming*, Integrated optimization of storage location assignment and crane scheduling in an unmanned slab yard, Computers & Industrial Engineering, 2021, 161: 107623.
[20]Lin, Qun, Gao Liang*, Li Xinyu, Zhang Chunjiang. A hybrid backtracking search algorithm for permutation flow-shop scheduling problem. Computers & Industrial Engineering. 2015, 85: 437-446.
专利及软件著作权
[1]一种基于改进遗传算法的注塑车间调度方法,202010899401.0
[2]一种应用于置换流水车间的邻域搜索调度方法及装置,202010430023.1
[3]数字化壳体加工生产线智能排产软件,2020SR0089206.
[4]航天制造车间智能排产软件,2020SR1577952.
[5]基于类电磁机制的函数优化软件,2012SR107826.
荣誉获奖
[1]2013:教育部博士研究生国家奖学金
[2]2012:华中科技大学优秀学术论文
[3]2011:湖北省优秀学士学位论文