生产调度是实现制造过程智能化的关键技术，对于产品质量具有非常重要的影响。基于工业生产调度问题变量规模大、优化目标多、质量约束多等典型特征，从实际生产中提炼出具有关键共性特征的新型多目标生产调度问题，在基于数据解析的多目标生产调度算法、面向质量优化的多目标生产调度的建模与优化方法等方面开展深入研究。

代表性论文

• Wang XP^*, Lou HY, Dong ZM, Yu CT, Lu RQ. Decomposition-based multi-objective evolutionary algorithm for virtual machine and task joint scheduling of cloud computing in data space, Swarm and Evolutionary Computation, 2023, 77: 101230. (IF: 10.267, 中科院1区TOP, JCR Q1)

• Lou HY, Wang XP^*, Dong ZM, Yang Y^*. Memetic algorithm based on learning and decomposition for multiobjective flexible job shop scheduling considering human factors, Swarm and Evolutionary Computation, 2022, 75: 101204. (IF: 10.267, 中科院1区TOP, JCR Q1)

• Dong ZM, Wang XP^*, Tang LX^*. Color-coating scheduling with a multiobjective evolutionary algorithm based on decomposition and dynamic local search, IEEE Transactions on Automation Science and Engineering, 2021, 18(4): 1590-1601. (IF: 6.636, 中科院1区TOP, JCR Q1)

• Wang XP, Tang LX^*. A machine-learning based memetic algorithm for the multi-objective permutation flowshop scheduling problem. Computers & Operations Research, 2017, 79: 60-77. (IF: 5.159, 中科院2区, JCR Q1)

• Wang XP, Tang LX*. A discrete particle swarm optimization algorithm with self-adaptive diversity control for the permutation flowshop problem with blocking, Applied Soft Computing, 12: 652-662, 2012. (IF: 8.263, 中科院2区TOP, JCR Q1)

• Tang LX^*, Wang XP. A scatter search algorithm for a multistage production scheduling problem with blocking and semi-continuous batching machine, IEEE Transactions on Control Systems Technology, 19(5): 976-989, 2011. (IF: 5.418, 中科院2区, JCR Q1)

• Wang XP, Tang LX^*. A hybrid metaheuristic for the prize-collecting single machine scheduling with sequence-dependent setup times, Computers & Operations Research, 37(9): 1624-1640, 2010. (IF: 5.159, 中科院2区, JCR Q1)

• Tang LX^*, Wang XP. An improved particle swarm optimization algorithm for the hybrid flowshop scheduling to minimize total weighted completion time in process industry, IEEE Transactions on Control Systems Technology, 18(6): 1303-1314, 2010. (IF: 5.418, 中科院2区, JCR Q1)

• Tang LX^*, Wang XP. A two phase heuristic for the production scheduling of heavy plates in steel industry, IEEE Transactions on Control Systems Technology, 18(1): 104-117, 2010. (IF: 5.418, 中科院2区, JCR Q1)

• Wang XP, Tang LX^*. A population-based variable neighborhood search for the single machine total weighted tardiness problem, Computers & Operations Research, 2009, 36(6): 2105-2110. (IF: 5.159, 中科院2区, JCR Q1)

• Wang XP, Tang LX^*. A tabu search heuristic for the hybrid flowshop scheduling with finite intermediate buffers, Computers & Operations Research, 2009, 36(3): 907-918. (IF: 5.159, 中科院2区, JCR Q1)

• Tang LX^*, Wang XP^*. Simultaneously scheduling multiple turns for steel color-coating production, European Journal of Operational Research, 2009, 198: 715-725. (IF: 6.363, 中科院2区TOP, JCR Q1)

• Tang LX^*, Wang XP. Color-coating production scheduling for coils in inventory in steel industry, IEEE Transactions on Automation Science and Engineering, 2008, 5(3): 544-549. (IF: 6.636, 中科院1区TOP, JCR Q1)