Dr. Li Haobin is a Senior Lecturer at the National University of Singapore, Department of Industrial Systems Engineering and Management. He received his B.Eng. degree (1st Class Honors) in 2009 from the Department of Industrial and Systems Engineering at National University of Singapore, with minor in computer science; and Ph.D. degree from the same department in 2014. He has research interests in operation research, simulation optimization and designing high performance optimization tools which are ready for practical industrial use. His main contribution includes development of MO-COMPASS algorithm for multi-objective simulation optimization, GO-POLARS algorithm for incorporating gradient information into a stochastic search, and O2DES framework for discrete-event simulation modeling. 李浩斌博士,新加坡国立大学工业与系统工程系高级讲师。分别于2009年、2014年获新加坡国立大学工业与系统工程系工程一等荣誉学士、博士学位。研究兴趣涵盖运筹学、仿真优化及开发适用于工业应用的高性能优化工具。主要研究成果包括:MO-COMPASS多目标优化搜索算法,GO-POLARS(极坐标随机搜索)算法,以及O2DES(面向对象的离散事件仿真)框架等。
期刊论文 Journal Papers:
- Li, H., Zhou, C., Lee, B. K., Lee, L. H., Chew, E. P., & Goh, R. S. M. (2017). Capacity Planning for Mega Container Terminals with Multi-Objective and Multi-Fidelity Simulation Optimization. IISE Transactions.
- Li, H., Lee, L. H., Chew, E. P., & Chen, C. H. (2017). GO-POLARS: A Steerable Stochastic Search on the Strength of Hyper-Spherical Coordinates. IEEE Transactions on Automatic Control. http://ieeexplore.ieee.org/abstract/document/7829321/
- Li, H., Pedrielli, G., Lee, L. H., & Chew, E. P. (2016). Enhancement of Supply Chain Resilience Through Inter-Echelon Information Sharing. Flexible Services and Manufacturing Journal, pp. 1 – 26.
- Li, H., & Pedrielli, G. (2016). Shipment Policy Optimization in a Return Supply Chain for Online Retailers via Stochastic Discrete Event Simulation-Optimization. International Journal of Simulation and Process Modelling, Vol. 11, No. 3/4, pp. 241 – 258.
- Li, H., Lee, L. H., Chew, E. P., & Lendermann, P. (2015). MO-COMPASS: A Fast Convergent Search Algorithm for Multi-Objective Discrete Optimization via Simulation. IIE Transactions.
会议论文 Conference Papers:
- Li, H., Fu, X., Yin, X. F., Xu, H.-Y., & Zhang, W. (2017). Optimal Capacity Planning for General Cargo Terminals with Data-Driven Discrete Event Simulation. Proceedings of the 5th International Maritime-Port Technology and Development Conference (MTEC 2017).
- Li, H., Pedrielli, G., Chen, M., Lee, L. H., Chew, E. P., & Chen, C. H. (2016, December). V-shaped sampling based on Kendall-Distance to enhance optimization with ranks. In Winter Simulation Conference (WSC), 2016 (pp. 671-681). IEEE.
- Pedrielli, G., Zhu, Y., Lee, L. H., & Li, H. (2016, December). Empirical analysis of the performance of variance estimators in sequential single-run Ranking & Selection: The case of Time Dilation algorithm. In Winter Simulation Conference (WSC), 2016 (pp. 738-748). IEEE.
- Pujowidianto, N. A., Lee, L. H., Chen, C. H., & Li, H., Pedrielli, G. (2016, December). Constrained optimizaton for hospital bed allocation via discrete event simulation with nested partitions. In Winter Simulation Conference (WSC), 2016 (pp. 1916-1925). IEEE.
- Pedrielli, G., Vinsensius, A., Chew, E. P., Lee, L. H., Duri, A., & Li, H. (2016, December). Hybrid order picking strategies for fashion e-commerce warehouse systems. In Proceedings of the 2016 Winter Simulation Conference (pp. 2250-2261). IEEE Press.
- Li, H., Li, Y., Lee, L. H., Chew, E. P., Pedrielli, G., & Chen, C. H. (2015, December). Multi-objective multi-fidelity optimization with ordinal transformation and optimal sampling. In Proceedings of the 2015 Winter Simulation Conference (pp. 3737-3748). IEEE Press.
- Li, H., Zhu, Y., Chen, Y., Pedrielli, G., & Pujowidianto, N. A. (2015, December). The object-oriented discrete event simulation modeling: a case study on aircraft spare part management. In Proceedings of the 2015 Winter Simulation Conference (pp. 3514-3525). IEEE Press.
- Wang, Y., Lee, L. H., Chew, E. P., Lam, S. S. W., Low, S. K., Ong, M. E. H., & Li, H. (2015, December). Multi-objective optimization for a hospital inpatient flow process via discrete event simulation. In Proceedings of the 2015 Winter Simulation Conference (pp. 3622-3631). IEEE Press.
- Lee, L. H., Chew, E. P., Yu, Q., Li, H., & Liu, Y. (2014, December). A study on multi-objective particle swarm optimization with weighted scalarizing functions. In Proceedings of the 2014 Winter Simulation Conference (pp. 3718-3729). IEEE Press.
- Li, H., Lee, L. H., & Chew, E. P. (2012, December). Optimization via gradient oriented polar random search. In Proceedings of the Winter Simulation Conference (p. 19). Winter Simulation Conference.
- Lee, L. H., Chew, E. P., & Li, H. (2011, December). Multi-objective COMPASS for discrete optimization via simulation. In Simulation Conference (WSC), Proceedings of the 2011 Winter (pp. 4065-4074). IEEE.
学位论文 Doctoral Dissertation: