人员简介

罗效东

电子邮件
xiaodongluo@cuhk.edu.cn
个人简介

罗教授于1990年在北京大学获得软件工程专业学士学位,麦克马斯特大学获得计算机科学专业硕士学位,并于1995年在麻省理工学院获得运筹学与计算机科学专业博士学位。

罗教授拥有超过25年的工业界经验,其中20年在航空业,6年在供应链管理行业。罗教授率先为配对优化器实施了原对子子问题列生成方法。对于航空公司的运营恢复,罗教授与Sabre Recovery Ops产品团队以及3-4个暑期实习生一起提高了Sabre Recovery产品套件的速度和解决方案质量。此外,他还是计算机科学本科课程“ UML面向对象的分析和编程”的兼职讲师。

罗教授可以为复杂的业务问题建模,进行算法设计和编码,执行产品支持以及帮助客户采用高级决策支持系统。他通过加速,使它们更具可伸缩性,并使它们能够生成更强大,质量更高的解决方案,对许多优化引擎进行了改进。罗教授与许多高素质的运营研究人员建立了许多学术联系,其中许多合作为该领域的技术发展带来了进步。多年来,罗教授指导了十多个成功的暑期实习项目,并帮助他的许多同事开展了应用研究。罗教授赢得了许多奖项,撰写了十多篇技术论文,并进行了许多技术讲座。

相关论文:

1. “Variable Pricing: An Integrated Airline Pricing and Revenue Management Model,” Miju Ahn, Xiaodong Luo and Sergey Shebalov. Journal of Revenue & Pricing Management, April 2020.

 

2. “An Iterative Cost-driven Copy Generation Approach for Aircraft Recovery Problem,” Zhouchun Huang, Xiaodong Luo, Xianfei Jin and Sureshan Karichery. Preprint, submitted for publication to Transportation Research, Part B, September 2019.

 

3. “Joint forecasting for airline pricing and revenue management,” Kavitha Balaiyan, Rk Amit, Atul Kumar, Xiaodong Luo and Amit Agarwal. Journal of Revenue & Pricing Management, Volume 14(number 6), March 2019.

 

4. “Airline Crew Augmentation: Decades of Improvements from Sabre,” Xiaodong Luo, Yogesh Dashora and Tina Shaw. INFORMS Journal on Applied Analytics, Vol. 45, No. 5, October 2015.

 

5. “Iterative Methods for Large Markov Decision Problems,” Xiaodong Luo. Preprint, January 2015.

 

6. “Efficient Implementation of Quasi- Maximum-Likelihood Detection Based on Semidefinite Relaxation,” Mikalai Kisialiou, Xiaodong Luo and Zhi-Quan Tom Luo. IEEE Transactions on Signal Processing, 57(12):4811-4822, December 2009.

 

7. “An efficient quasi-maximum likelihood decoder for PSK signals,” and Zhi-Quan (Tom) Luo, Xiaodong Luo and Mikalai Kisialiou, Proceedings for 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing. (ICASSP '03), 6-10 April 2003.

 

8. “A New Algorithm for State-Constrained Separated Continuous Linear Programs,” Xiaodong Luo and Dimitris Bertsimas. SIAM Journal on Control and Optimizations, Volume 37, Number 1, pp. 177-210, 1998.

 

9. “Conditions for a Projection-Type Error Bound for the Linear Complementarity Problem to Be Global,” Paul Tseng and Xiaodong Luo. Linear Algebra and Its Applications, 253 (1-3) (1997) pp. 251-278.

 

10. “Continuous linear programming: theory, algorithms and applications,” Xiao-Dong Luo. Ph.D. Thesis, Massachusetts Institute of Technology, Sloan School of Management, 1995.

 

11. “Extension of Hoffman’s Error Bound to Polynomial Systems,” Zhi-Quan Luo and Xiaodong Luo. SIAM Journal on Optimization, Vol. 4, No. 2, pp. 383-392, May 1994.

 

12. “Worst Case Complexity of Potential Reduction Algorithms for Linear Programming,” Dimitris Bertsimas and Xiaodong Luo. Mathematical Programming 77(2), January 1993.

 

13. “An error analysis of the fast recursive least squares algorithms,” Xiaodong Luo and Shanzhen Qiao. Technical report no. 231, Comm. Res. Lab., McMaster University, Hamilton, Ontario, Canada, 1991