王源
职务/职称
深圳市大数据研究院通用求解器实验室高级工程师
研究方向
整数规划、生产调度、数据驱动的优化问题
电子邮箱
wangyuan@cuhk.edu.cn
教育背景
东北大学系统工程专业博士学位
东北大学自动化专业本科学位
个人介绍
王源博士于2022年11月加入深圳市大数据研究院，分别于2013年和2019年获得东北大学工学学士和工学博士学位，2019年曾在华为诺亚方舟实验室担任算法工程师（实习），主要负责华为多工厂生产计划问题的算法研究和算法开发工作。2019年至2022年在香港中文大学（深圳）从事博士后研究工作，专注于数据驱动优化方法解决空中交通网络多机四维航迹规划问题。
代表性论文
[1] Wang Y, Luo X, Zhang F, et al. GPU-based model predictive control for continuous casting spray cooling control system using particle swarm optimization[J]. Control Engineering Practice, 2019, 84: 349-364.
[2] Wang Y, Luo X, Yu Y, et al. Optimal control of two‐dimensional parabolic partial differential equations with application to steel billets cooling in continuous casting secondary cooling zone[J]. Optimal Control Applications and Methods, 2016, 37(6): 1314-1328.
[3] Wang Y, Luo X, Song Y, et al. Simultaneous reconstruction of the surface heat flux and the source term in 3D linear parabolic problem by modified conjugate gradient method[J]. Mathematical Methods in the Applied Sciences, 2017, 40(8): 2847-2858.
[4] Wang Y, Luo X, Yu Y, et al. Evaluation of heat transfer coefficients in continuous casting under large disturbance by weighted least squares Levenberg-Marquardt method[J]. Applied Thermal Engineering, 2017, 111: 989-996.
[5] Wang Y, Luo X, Li S. Optimal control method of parabolic partial differential equations and its application to heat transfer model in continuous cast secondary cooling zone[J]. Advances in Mathematical Physics, 2015, 2015.
[6] Cui H, Luo X, Wang Y. Scheduling of steelmaking-continuous casting process using deflected surrogate Lagrangian relaxation approach and DC algorithm[J]. Computers & Industrial Engineering, 2020, 140: 106271.
[7] Cui H, Luo X, Wang Y. Scheduling of steelmaking-continuous casting process with different processing routes using effective surrogate Lagrangian relaxation approach and improved concave–convex procedure[J]. International Journal of Production Research, 2021: 1-26.
[8] Yu Y, Luo X, Wang Y, et al. Estimation of boundary condition of two-dimensional nonlinear PDE with application to continuous casting[J]. Computers & Mathematics with Applications, 2020, 80(12): 3082-3097.
[9] Luo X, Xie Q, Wang Y, et al. Estimation of heat transfer coefficients in continuous casting under large disturbance by Gaussian kernel particle swarm optimization method[J]. International Journal of Heat and Mass Transfer, 2017, 111: 1087-1097.
