赵梓焱
+
- 硕士生导师
- 教师英文名称：Ziyan Zhao
- 电子邮箱：
- 办公地点：综合楼623
- 性别：男
- 毕业院校：东北大学
- 所属院系：信息科学与工程学院
研究领域
智能优化决策、智能制造、智慧物流、多智能体调度、生产计划与调度、智能优化算法
论文成果
- Scheduling and Logistics Optimization for Batch Manufacturing Processes with Temperature Constraints and Alternative Thermal Devices.IEEE Transactions on Industrial Informatics, 2024.
- Energy, cost and job-tardiness-minimized scheduling of energy-intensive and high-cost industrial production systems.Engineering Applications of Artificial Intelligence,133, 2024.
- A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multi-Objective Fuzzy Flexible Jobshop Scheduling.IEEE Transactions on Evolutionary Computation, 2024.
- Order Picking Optimization in Smart Warehouses With Human–Robot Collaboration.IEEE Internet of Things Journal,11(9):16314-16324, 2024.
- Evolutionary optimization methods for high-dimensional expensive problems: A survey.IEEE/CAA Journal of Automatica Sinica,11(5):1092-1105, 2024.
- BO-SMOTE: A Novel Bayesian-Optimization-Based Synthetic Minority Oversampling Technique.IEEE Transactions on Systems, Man, and Cybernetics: Systems,54(4):2079-2091, 2024
- An Improved Fruit Fly Optimization Algorithm for Disassembly Lines Requiring Multiskilled Workers.IEEE Transactions on Computational Social Systems, 2024.
- Iterated Greedy Algorithms for Flow-Shop Scheduling Problems: A Tutorial.IEEE Transactions on Automation Science and Engineering,19(3):1941-1959, 2022.
- Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products.IEEE Transactions on Automation Science and Engineering,19(3):1744-1756
- A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems.Information Sciences,589, 2022.
- Heuristic Scheduling of Batch Production Processes Based on Petri Nets and Iterated Greedy Algorithms.IEEE Transactions on Automation Science and Engineering,19(1):251-261, 2022.
- Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem.IEEE/CAA Journal of Automatica Sinica,8(6):1199 - 1209, 2021.
- Decomposition Method for New Single-Machine Scheduling Problems From Steel Production Systems.IEEE Transactions on Automation Science and Engineering,17(3):1376-1387, 2020
专利
- 一种铝/铜板带材生产全流程数据仓库构建方法，202110450036.X
- 铝/铜板带材生产全流程大数据存储方法，202110476959.2
- 铝/铜板带材生产全流程大数据清洗与分析方法
- 铝/铜板带材生产全流程大数据存储方法，202110476959.2
- 一种基于MCTS的“云边”协同预测反应式调度方法，202211494563.1
- 可移动货架智能仓库中人机协同的订单拣货优化方法，202311195690.6
- 一种MCTS和B&B混合的轧钢过程优化排程求解方法，202311431492.5
- 一种云边端协同的分布式智能仓库动态拣货优化方法，202410043474.8
- 一种 “云边”协同的炼钢连铸流程预测反应式调度方法，2024103782659
著作成果
- 暂无内容
科研项目
- 炼钢-轧钢流程生产调度与电能配置的集成优化方法，国家自然科学基金青年项目，62203093，2023.01-2025.12，项目负责人
- 数据驱动的制造过程闭环控制分析与优化方法研究，国家重点研发计划项目，2021YFB3301200，2021.12-2024.11，子课题负责人
- 数据驱动的高耗能流程工业过程物质流和能量流协同运行优化方法，辽宁省科技计划联合计划（基金）项目，2023-MSBA-074， 2023.12-2025.11，项目负责人
- 可移动货架智能仓储环境下多层级协同的多机器人调度方法研究，广东省基础与应用基础研究基金项目，2021A1515110827，2022.01-2024.12，项目负责人
- 中央高校基础科研业务费项目，N2404021，2022.01-2023.12，项目负责人
- 中央高校基础科研业务费项目，N2204016，2022.01-2023.12，项目负责人
- 东北大学博士后基金项目，项目负责人