Wang Chi Cheung

Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)

Singapore

SCHOLARLY PAPERS

9

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4,230

SSRN CITATIONS
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Top 15,066

in Total Papers Citations

44

CROSSREF CITATIONS

30

Scholarly Papers (9)

1.

Dynamic Pricing and Demand Learning with Limited Price Experimentation

Operations Research, Forthcoming
Number of pages: 30 Posted: 22 Jun 2014 Last Revised: 03 Sep 2017
Wang Chi Cheung, David Simchi-Levi and He Wang
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 1,797 (10,935)
Citation 24

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Revenue Management, Dynamic Pricing, Learning-Earning Trade-off, Price Experimentation

2.

Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models

Number of pages: 37 Posted: 27 Nov 2017
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 619 (51,804)
Citation 10

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Assortment Optimization, Multi-armed Bandits, Multinomial Logit Choice Models, Thompson Sampling.

3.

Hedging the Drift: Learning to Optimize Under Non-Stationarity

Forthcoming at Management Science
Number of pages: 49 Posted: 30 Oct 2018 Last Revised: 18 Mar 2021
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 444 (78,183)
Citation 5

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data-driven decision-making, non-stationary bandit optimization, revenue management

4.

Multi-Objective Online Ride-Matching

Number of pages: 41 Posted: 17 Apr 2019 Last Revised: 02 Sep 2019
Guodong Lyu, Wang Chi Cheung, Chung-Piaw Teo and Hai Wang
National University of Singapore (NUS) - NUS Business School, Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), NUS Business School - Department of Decision Sciences and Carnegie Mellon University - Heinz College of Information Systems and Public Policy
Downloads 415 (84,651)
Citation 5

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Multi-Objective Optimization, Ride-Matching, Online Algorithm, Target-Based Optimal Solution

5.

Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models

Number of pages: 39 Posted: 07 Jun 2015 Last Revised: 09 Nov 2017
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 316 (115,283)
Citation 8

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Sample Average Approximation, Inventory Models, Data-driven

6.

Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism

Number of pages: 51 Posted: 17 Jun 2019 Last Revised: 30 Jun 2020
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 217 (168,381)

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reinforcement learning, data-driven decision making, confidence widening

7.

Efficiency and Performance Guarantees for Choice-Based Network Revenue Management Problems with Flexible Products

Number of pages: 57 Posted: 15 Aug 2016 Last Revised: 17 Aug 2016
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 191 (189,516)
Citation 6

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Assortment Optimization, Efficient Algorithms, Choice Models, Revenue Management, Online Optimization

8.

Capacity Allocation in Flexible Production Networks: Theory and Applications

Management Science (Forthcoming)
Number of pages: 50 Posted: 31 Jul 2018
National University of Singapore (NUS) - NUS Business School, Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), National University of Singapore (NUS) - Department of Decision Sciences, NUS Business School - Department of Decision Sciences, Singapore Management University - Lee Kong Chian School of Business and South China University of Technology
Downloads 188 (192,293)
Citation 7

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Production Networks; Capacity Configuration; Process Flexibility; Fill Rate Target

9.

Inventory Balancing with Online Learning

Number of pages: 32 Posted: 02 Sep 2018
Wang Chi Cheung, Will Ma, David Simchi-Levi and Xinshang Wang
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 43 (487,144)
Citation 2

Abstract:

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