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Jingwei Zhang

The Chinese University of Hong Kong, Shenzhen

  • The Chinese University of Hong Kong, Shenzhen

SCHOLARLY PAPERS

12

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3,848

TOTAL CITATIONS

15

Scholarly Papers (12)

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1.

Near-Optimal Dispatch Policies for Emergency Medical Services

Number of pages: 51 Posted: 29 Mar 2023 Last Revised: 07 May 2026
Cheng Hua, Tong Wang, Jingwei Zhang and Ziyan Zhou
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, City University of Hong Kong (CityU) - Department of Management Sciences, The Chinese University of Hong Kong, Shenzhen and Shanghai Jiao Tong University (SJTU), Antai College of Economics and Management
Downloads 582 (118,951)
Citation 1

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Emergency medical services, public health, Markov decision processes, dispatch policy, asymptotic optimality, Lagrangian relaxation

2.

Leveraging the degree of Dynamic Substitution in Assortment and Inventory Planning

Number of pages: 47 Posted: 24 Apr 2023 Last Revised: 19 Sep 2024
Jingwei Zhang, Will Ma and Huseyin Topaloglu
The Chinese University of Hong Kong, Shenzhen, Columbia University - Columbia Business School, Decision Risk and Operations and Cornell University - School of Operations Research and Information Engineering
Downloads 505 (138,872)
Citation 3

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assortment optimization, multinomial logit model, fluid approximation

3.

Fluid Policies, Reoptimization, and Performance Guarantees in Dynamic Resource Allocation

Operations Research, to appear.
Number of pages: 53 Posted: 17 Nov 2022 Last Revised: 23 Oct 2023
David B. Brown and Jingwei Zhang
Duke University - Decision Sciences and The Chinese University of Hong Kong, Shenzhen
Downloads 450 (162,519)
Citation 2

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weakly coupled stochastic dynamic programs, fluid relaxations, restless bandits, asymptotic optimality

4.

On the Strength of Relaxations of Weakly Coupled Stochastic Dynamic Programs

Number of pages: 46 Posted: 23 May 2021 Last Revised: 23 Oct 2023
David B. Brown and Jingwei Zhang
Duke University - Decision Sciences and The Chinese University of Hong Kong, Shenzhen
Downloads 419 (174,124)
Citation 2

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Weakly coupled stochastic dynamic programs, approximate dynamic programming, Lagrangian relaxations, restless bandits, network revenue management

5.

Dynamic Programs with Shared Resources and Signals: Dynamic Fluid Policies and Asymptotic Optimality

Number of pages: 73 Posted: 17 Dec 2020 Last Revised: 29 Jul 2021
David B. Brown and Jingwei Zhang
Duke University - Decision Sciences and The Chinese University of Hong Kong, Shenzhen
Downloads 398 (184,129)
Citation 7

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Weakly coupled stochastic dynamic programs, Lagrangian relaxations, approximate dynamic programming, capital budgeting, inventory control.

6.

Revisiting the Joint Assortment and Inventory Problem under Stockout-Based Substitution: Fluid Relaxation and Heuristics

Number of pages: 65 Posted: 13 Jan 2024 Last Revised: 06 May 2026
Chenhao Wang, Yuan Guo and Jingwei Zhang
Tongji University - School of Economics and Management, The George Washington University and The Chinese University of Hong Kong, Shenzhen
Downloads 337 (225,014)

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Inventory control, assortment, multinomial logit, fluid relaxation, bilevel optimization, asymptotic optimality

7.

Optimal Incentive Design for Decentralized Dynamic Matching Markets

Number of pages: 68 Posted: 10 Dec 2024 Last Revised: 12 Jun 2026
Chen Chen, Pengyu Qian and Jingwei Zhang
New York University (NYU) - New York University (NYU), Shanghai, Boston University - Questrom School of Business and The Chinese University of Hong Kong, Shenzhen
Downloads 283 (269,245)

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Decentralized matching, incentive design, market design, dynamic matching, dynamic games

8.

Leveraging Nondegeneracy in Dynamic Resource Allocation

Number of pages: 49 Posted: 12 Sep 2024 Last Revised: 22 May 2026
Jingwei Zhang
The Chinese University of Hong Kong, Shenzhen
Downloads 236 (324,656)

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Dynamic resource allocation, weakly coupled stochastic dynamic programs, restless bandits, fluid relaxations, asymptotic optimality

9.

History-Dependent Fluid Approximations and Performance Guarantees for Revenue Management with Markov-Modulated Demands

USC Marshall School of Business Research Paper Sponsored by iORB
Number of pages: 45 Posted: 22 Feb 2025
Weiyuan Li, Paat Rusmevichientong, Huseyin Topaloglu and Jingwei Zhang
Cornell University - Operations Research and Industrial Engineering, University of Southern California - Marshall School of Business, Cornell University - School of Operations Research and Information Engineering and The Chinese University of Hong Kong, Shenzhen
Downloads 235 (330,287)

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10.

Optimal Inventory Allocation for Indifferent Goods under Dynamic Substitution

Number of pages: 22 Posted: 14 Jan 2026 Last Revised: 28 Mar 2026
Ziyan Zhou, Tong Wang and Jingwei Zhang
Shanghai Jiao Tong University (SJTU), Antai College of Economics and Management, City University of Hong Kong (CityU) - Department of Management Sciences and The Chinese University of Hong Kong, Shenzhen
Downloads 183 (422,345)

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Dynamic Substitution, Assortment, Inventory Control, Markov Decision Process, Erlang Distribution, Multinomial Logit Model

11.

Dynamic Resource Allocation with Stochastic Agent Flows

Number of pages: 64 Posted: 13 Aug 2025
Ziyan Zhou and Jingwei Zhang
Shanghai Jiao Tong University (SJTU), Antai College of Economics and Management and The Chinese University of Hong Kong, Shenzhen
Downloads 137 (551,165)

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Stochastic Dynamic Programs, Dynamic Fluid Relaxations, Approximate Dynamic Programming, Hospital Care Scheduling, Cloud Computing

12.

Approximations to Stockout-based Substitution under MNL Model

Number of pages: 61 Posted: 06 Apr 2026
Ziyan Zhou and Jingwei Zhang
Shanghai Jiao Tong University (SJTU), Antai College of Economics and Management and The Chinese University of Hong Kong, Shenzhen
Downloads 83 (809,932)

Abstract:

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Dynamic Substitution, Assortment, Inventory Control, Markov Decision Process, Multinomial Logit Model, Fluid Relaxation, Diffusion Approximation