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Data-Driven Optimization | B-Plus Forum (E01)
2022-10-29


   Beijing Time


09:30 - 09:05

Opening:

YANG Yi

School of Management, Zhejiang University

Lecture 01

 

 

Optimizing On-Demand Ride-Sourcing Services: Game Theory and Agent-Based Modeling

09:05 - 09:50

Lecture (40 min.)

Q&A (5 min.)

Speaker:

CHEN Xiqun

College of Civil Engineering and Architecture, Zhejiang University

Lecture 02

 

 

Wait Time–Based Pricing for Queues with Customer-Chosen Service Times

09:50 - 10:35

Lecture (40 min.)

Q&A (5 min.)

Speaker: 

Kevin Shang

Fuqua School of Business, Duke University

   Break           


10:35 -10:45



Lecture 03

 

 

Supply Chain Analytics – From Problem Solving to Problem Discovery

10:45 - 11:30

Lecture (40 min.)

Q&A (5 min.)

Speaker:

Yao Zhao

Rutgers Business School, Rutgers, The State University of New Jersey

Lecture 04

 

 

Prediction-Driven Surge Planning with Application in the Emergency Department

11:30 - 12:15

Lecture (40 min.)

Q&A (5 min.)

Speaker: 

HU Yue

Booth School of Business, The University of Chicago

 Break         


12:15 - 13:30



Lecture 05

 

 

Nonparametric Empirical Bayes Estimation On Heterogeneous Data

13:30 - 14:15

Lecture (40 min.)

Q&A (5 min.)

Speaker:

SUN Wenguang

Center for Data Science, Zhejiang University

Lecture 06

 

 

Regret in the Newsvendor Model with Demand and Yield Randomness

14:15 - 15:00

Lecture (40 min.)

Q&A (5 min.)

Speaker: 

CHEN Zhi

College of Business, City University of Hong Kong

  Break          


15:00 - 15:10



Lecture 07

 

 

Optimizing On-Demand Ride-Sourcing Services: Game Theory and Agent-Based Modeling

15:10 - 15:55

Lecture (40 min.)

Q&A (5 min.)

Speaker:

CHEN Xiqun

College of Civil Engineering and Architecture, Zhejiang University

Wrap Up


15:55 - 16:00


Speaker:

YANG Yi

School of Management, Zhejiang University


Introduction of Speakers



Kevin Shang

Fuqua School of Business, Duke University


 

Dr. Kevin Shang is the Joseph J. Ruvane, Jr. Distinguished Professor of Business Administration at the Fuqua School of Business, Duke University. He received his M.B.A. from the University of California, Riverside in 1998 and Ph.D. from University of California, Irvine in 2002. His expertise is in supply chain management and inventory control. His research mainly focuses on developing simple and effective inventory policies for supply chain systems. Prof. Shang also conducts research in the interface of operations and finance and renewable energy systems. Prof. Shangs research has appeared in several leading management journals, including Management Science, Manufacturing and Service Operations Management, and Operations Research.  Several of his papers received research awards from professional societies. He has served as an editorial board member for several leading academic journals.



CHEN Xiqun

College of Civil Engineering and Architecture, Zhejiang University


 

Dr. Xiqun (Michael) Chen is Tenured Professor of Zhejiang University, Director of Institute of Intelligent Transportation Systems, Vice Dean of ZJU-UIUC Institute, and Deputy Director of Zhejiang Provincial Engineering Research Center for Intelligent Transportation. Prof. Chen’s research interests include shared mobility on demand, simulation-based optimization, transportation big data analytics, and intelligent transportation systems. He received the National Excellent Young Scholars Award of National Natural Science Foundation of China and Distinguished Young Scholars Award of Zhejiang Provincial Natural Science Foundation, and was an awardee of Young Elite Scientists Sponsorship Program by China Association for Science and Technology. Currently, he serves as the Chair of Transportation Management and Control of World Transport Convention, board member of ASCE Greater China Section, editorial board member of Transportation Research Part C. Prof. Chen has published 1 book, 3 book chapters, over 100 peer-review international journal papers on the publications, including Management Science, M&SOM, Transportation Science, and Transportation Research Part B. He received the Science and Technology Innovation Youth Award of China Communications and Transportation Association, Science and Technology Award of China Intelligent Transportation Systems Association, Best Ph.D. Dissertation Award of IEEE Intelligent Transportation Systems Society, and Best Paper Awards at six international conferences.


SUN Wenguang 

Center for Data Science, Zhejiang University


 

Dr. Wenguang Sun is Qiushi Chair Professor and Director of the Center for Data Science at Zhejiang University (ZJU). Before coming to ZJU, he was Professor (with tenure) in the Department of Data Sciences and Operations in the Marshall School of Business at the University of Southern California (USC). Prof. Sun completed his Ph.D. (2003-2008) under the supervision of Prof. T. Tony Cai from the Wharton School at the University of Pennsylvania, and obtained his BS (Probability and Statistics, 1999-2003) at Peking University. Prof. Sun’s research interests include large-scale multiple testing, selective inference, empirical Bayes methods, transfer learning, fairness in machine learning, and statistical decision theory. He received many awards, including the CAREER Award from the National Science Foundation (NSF), Dean’s Award for Research Excellence and Golden Apple Teaching Award from the USC Marshall School of Business, and multiple research grants from NSF. He is the associate editor for premier statistical journals such as Journal of the Royal Statistical Society, Series B and Journal of multivariate analysis.  


CHEN Zhi 

College of Business, City University of Hong Kong


 

Dr. CHEN Zhi is an Assistant Professor in the Department of Management Sciences, College of Business, City University of Hong Kong. He obtained a Bachelor of Engineering degree from Tsinghua University and a Ph.D. degree in Management from the National University of Singapore. He was a postdoctoral research associate in the Area of Analytics & Operations at the Imperial College Business School. His primary research involves developing models and designing algorithms for analytics under uncertainty with different levels of data availability as well as applications in business, economics, finance, and operations. He is also interested in how to compete and/or cooperate in joint activities such as resource allocation and risk management. He develops a package- "Robust Stochastic Optimization Made Easy" (MATLAB, Python) -for analytics under uncertainty.


CHEN Shouchang 

School of Management, Zhejiang University


 

Dr. Chen is a ZJU100 Young Professor (Assistant Professor) at the School of Management, Zhejiang University. He obtained his Ph.D. from Zhejiang University (2013.9-2019.7). Before joining Zhejiang University, he worked at Nanyang Technological University as a Research Fellow (2019.11-2021.10). His research interests are about Data-Driven Decision Making, especially for online retailing platforms and Production and Inventory Management.



Yue Hu 

Booth School of Business, The University of Chicago


 

Dr. Hu is a postdoctoral Principal Researcher at Chicago Booth School of Business, hosted by Professor Barış Ata. Her primary research interests are in data-driven stochastic modeling of service systems with an emphasis on healthcare operations management. 
Dr. Hu completed her PhD in the Decision, Risk, and Operations Division at Columbia Business School, advised by Professor Carri W. Chan, Professor Jing Dong, and Professor Ohad Perry. She did her undergraduate studies at Northwestern University. 
In Summer 2023, Dr. Hu will join Stanford Graduate School of Business as an Assistant Professor of Operations, Information & Technology.


Yao Zhao 

Rutgers Business School, Rutgers, The State University of New Jersey


 

Yao Zhao is a professor of Supply Chain Management and co-director of the Supply Chain Analytics Lab at Rutgers University. He is the recipient of the National Science Foundation Career Award on Manufacturing Enterprise Systems in 2008, and the Dean’s Research Professorship for 2019-2025. He published on leading operations research and management journals such as Operations Research, Manufacturing and Service Operations Management (M&SOM), Production and Operations Management, etc., as well as healthcare journals. He won multiple teaching awards and has extensive consulting experiences with companies and government agencies.




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