Hanzhang Qin

National University of Singapore (NUS)

1E Kent Ridge Road

NUHS Tower Block Level 7

Singapore, 119228

Singapore

SCHOLARLY PAPERS

7

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4,019

SSRN CITATIONS
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Top 43,894

in Total Papers Citations

18

CROSSREF CITATIONS

2

Scholarly Papers (7)

1.

A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility

Number of pages: 51 Posted: 10 Aug 2020 Last Revised: 15 Jun 2022
Massachusetts Institute of Technology (MIT) - Department of Civil and Environmental Engineering, National University of Singapore (NUS), Massachusetts Institute of Technology (MIT) - School of Engineering and Decision Sciences Area, Fuqua School of Business, Duke University
Downloads 1,622 (20,973)
Citation 7

Abstract:

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stochastic capacitated vehicle routing, a priori route assignment, process flexibility, probabilistic analysis

2.

Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models

Number of pages: 61 Posted: 25 Mar 2019 Last Revised: 28 Jul 2021
Hanzhang Qin, David Simchi-Levi and Li Wang
National University of Singapore (NUS), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - Operations Research Center
Downloads 939 (46,419)
Citation 13

Abstract:

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dynamic pricing, inventory control, revenue management, approximation algorithm, data-driven optimization, dynamic programming

3.

Distributionally Robust Omnichannel Stocking Decisions in Quick Fulfillment Systems

Number of pages: 40 Posted: 03 Sep 2019 Last Revised: 05 Dec 2019
Massachusetts Institute of Technology (MIT), Operations Research Center, Students, Alibaba Group, National University of Singapore (NUS), Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 476 (111,658)
Citation 1

Abstract:

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Robust Optimization, Omnichannel Inventory Management, Optimal Transport, New Retail

4.

Solving Large-Scale Vehicle Routing Problems with Unsplit Demands via Limited Information

Number of pages: 54 Posted: 21 Nov 2022 Last Revised: 13 Nov 2023
Haichen Hu, Hanzhang Qin and David Simchi-Levi
Massachusetts Institute of Technology, National University of Singapore (NUS) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 304 (184,332)

Abstract:

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vehicle routing, region partitioning, online bin-packing, process flexibility, asymptotic analysis

5.

Trading Safety Stock for Service Response Time in Inventory Positioning

Number of pages: 25 Posted: 06 Apr 2022 Last Revised: 16 Aug 2022
National University of Singapore (NUS), Massachusetts Institute of Technology (MIT) - School of Engineering, Accenture, Accenture, Accenture, The Home Depot and The Home Depot
Downloads 285 (197,255)

Abstract:

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sales forecast, risk pooling, service quality, supply chain network, online retailing

6.

Pricing Analytics with Shape-Restricted Demands

Number of pages: 50 Posted: 01 Dec 2023
Jingren Liu, Hanzhang Qin and Mabel C. Chou
National University of Singapore (NUS) - Institute of Operations Research and Analytics, National University of Singapore (NUS) and National University of Singapore (NUS) - Sustainable & Green Finance Institute (SGFIN)
Downloads 204 (274,171)

Abstract:

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Feature-based pricing, Shape-restricted regression, Semi-parametric estimation, Limited data

7.

Sailing through the Dark: Provably Sample-Efficient Inventory Control

Number of pages: 49 Posted: 08 Dec 2023
Hanzhang Qin, David Simchi-Levi and Ruihao Zhu
National University of Singapore (NUS), Massachusetts Institute of Technology (MIT) - School of Engineering and Cornell University
Downloads 189 (293,876)

Abstract:

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inventory control, dynamic programming, reinforcement learning, sample complexity