Pengyu Yan

University of Electronic Science and Technology of China (UESTC)

SCHOLARLY PAPERS

6

DOWNLOADS

680

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

How Many Are Too Many? Analyzing Dockless Bikesharing Systems with a Parsimonious Model

Number of pages: 44 Posted: 10 Sep 2021 Last Revised: 02 Sep 2022
Hongyu Zheng, Kenan Zhang, Marco Nie, Pengyu Yan and Yuan Qu
Northwestern University, Northwestern University, Northwestern University, University of Electronic Science and Technology of China (UESTC) and Rutgers, The State University of New Jersey
Downloads 287 (230,273)

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2.

An Online Reinforcement Learning Approach to Charging and Order-Dispatching Optimization for An E-hailing Electric Vehicle Fleet

Number of pages: 30 Posted: 30 Jun 2022
Pengyu Yan, Kaize Yu, Xiuli Chao and Zhibin Chen
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and Division of Engineering and Computer Science, NYU Shanghai
Downloads 127 (487,538)

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Transportation, Electric vehicle, Charging and dispatching decision, Reinforcement learning, Markov decision process

3.

Parcel Consolidation Approach and Routing Algorithm for Last-Mile Delivery by Unmanned Aerial Vehicles

Number of pages: 28 Posted: 06 Sep 2022
Xiaohui Li, Pengyu Yan, Kaize Yu and Peifan Li
affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC) and affiliation not provided to SSRN
Downloads 83 (651,531)

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Last-mile delivery, consolidation, heuristics, neighborhood search

4.

Assortment Optimization under the Generalized Markov Chain Choice Model

Number of pages: 48 Posted: 24 Feb 2025
Pengyu Yan, Sentao Miao and Haoyu Xie
University of Electronic Science and Technology of China (UESTC), University of Colorado at Boulder and University of Electronic Science and Technology of China (UESTC)
Downloads 78 (675,480)

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assortment optimization, generalized Markov chain choice model, discrete choice model

5.

Sequential Auction for Cloud Manufacturing Resource Trading: A Deep Reinforcement Learning Approach to the Lot-sizing Problem

Number of pages: 33 Posted: 08 Sep 2023 Last Revised: 08 Feb 2024
Kaize Yu, Pengyu Yan, Xiangtianrui Kong, Liu Yang and Eugene Levner
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), Shenzhen University, University of Electronic Science and Technology of China (UESTC) and affiliation not provided to SSRN
Downloads 66 (740,948)

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cloud manufacturing, Sequential Auctions, Lot-sizing problem, Data-driven approach, Reinforcement Learning

6.

Two-Stage Deployment and Operation Plan of PCR Sample Collection Booths Under Demand Uncertainty

Number of pages: 38 Posted: 26 Sep 2023
Zhibin Chen, Yuhao Liu, Pengyu Yan and ChengHe Guan
Division of Engineering and Computer Science, NYU Shanghai, NYU Shanghai, University of Electronic Science and Technology of China (UESTC) and Shanghai Key Laboratory of Urban Design and Urban Science, NYU Shanghai
Downloads 39 (948,747)

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COVID-19, PCR sample collection booth, Deployment and operation plan, Demand uncertainty, Two-stage stochastic model, Regular and ad hoc services