情報・人工知能研究
Hoong-Chuin Lau
特任教授
AI Planning and Scheduling Autonomous Agents and Multi-agent systems Applied Optimization (Logistics and Transportation) Urban management and service improvement analytics Algorithm engineering for combinatorial optimization Quantum and quantum-inspired computing for combinatorial optimization
略歴
Hoong Chuin LAU is Professor of Information Systems and Director of the Fujitsu-SMU Urban Computing and Engineering Corp Lab at the Singapore Management University. His research in the interface of Artificial Intelligence and Operations Research has contributed to advances of algorithms in a variety of complex planning and optimization problems in logistics, transportation, and safety and security. The common thread running through his research is a focus on going beyond publications to build usable novel tools and prototypes, a number of which have been testbedded and deployed in industry. He has served on a number of editorial boards, including IEEE Transactions on Automation Science and Engineering, Journal of Heuristics, and Journal of Scheduling, as well as senior programme committees in AI conferences such as AAAI, IJCAI and AAMAS.
| 2019– |
Specially Appointed Professor, School of Computing, Tokyo Institute of Technology |
|---|---|
| 2014 |
Professor, School of Information Systems, Singapore Management University |
| 2005-2013 |
Associate Professor, School of Information Systems, Singapore Management University |
| 1999-2005 |
Assistant Professor, School of Computing, National University of Singapore
|
| 1996-1999 |
Member of Research Staff, Kent Ridge Digital Labs(now Infocomms Institute of Research), Singapore |
| 1991-1993 |
Member of Technical Staff, Information Technology Institute, National Computer Board, Singapore |
| 2016 |
Best Paper Award Honorary Mention, ACM Conference on CSCW |
|---|---|
| 2015 |
Best Paper Award Runner Up, Learning and Intelligent Optimization Conference |
| 2011 |
Best Paper Award (Honorable Mention), IEEE International Conference on IEEM |
| 2008 |
Singapore Management University Lee Kwan Yew Research Fellowship, Singapore Management University |
| 2006 |
Defense Technology Prize (individual category) Nomination, Defense Science Technology Agency (DSTA), 2007 National IQC Star Award (team category), Ministry of Defense |
| 2000 |
Japan-Singapore Promotion of Science (JSPS) Fellowship, Japan-Singapore Promotion of Science (JSPS) |
| 1993 |
Infocomm Development Authority Postgraduate Scholarship, Infocomm Development Authority |
| 1984 |
National Computer Board Undergraduate Scholarship, National Computer Board |
| 2019 |
Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty |
|---|---|
| 2017 |
Well-tuned algorithms for the Team Orienteering Problem with Time Windows |
| 2016 |
Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics |
| 2016 |
Orienteering Problem: A survey of recent variants, solution approaches and applications |
| 2016 |
Achieving Economic and Environmental Sustainabilities in Urban Consolidation Center With Bicriteria Auction |
| 2014 |
Patrol scheduling in urban rail network |
| 2013 |
Master physician scheduling problem |
| 2012 |
Robust Local Search for Solving RCPSP/max with Durational Uncertainty |
| 2011 |
Allocating Resources in Multiagent Flowshops With Adaptive Auctions |
| 2008 |
Efficient algorithms for machine scheduling problems with earliness and tardiness penalties |
| 2007 |
Real-time supply chain control via multi-agent adjustable autonomy |
| 2006 |
Evaluation of time-varying availability in multi-echelon spare parts systems with passivation |
| 2003 |
Vehicle routing problem with time windows and a limited number of vehicles |
| 1996 |
On the complexity of manpower shift scheduling |
| 1996 |
Combinatorial Approaches for Hard Problems in Manpower Scheduling |