Huanan Zhang

University of Colorado at Boulder - Leeds School of Business

Boulder, CO 80309-0419

United States

  • University of Colorado at Boulder - Leeds School of Business

SCHOLARLY PAPERS

9

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SSRN CITATIONS
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Top 17,527

in Total Papers Citations

68

CROSSREF CITATIONS

5

Scholarly Papers (9)

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1.

Closing the Gap: A Learning Algorithm for the Lost-Sales Inventory System with Lead Times

Number of pages: 45 Posted: 26 Feb 2017 Last Revised: 06 Oct 2018
Huanan Zhang, Xiuli Chao and Cong Shi
University of Colorado at Boulder - Leeds School of Business, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and Management Science, Herbert Business School, University of Miami
Downloads 514 (95,529)
Citation 16

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inventory, lost-sales, lead time, base-stock policy, censored demand, nonparametric, learning algorithms, regret analysis

2.

Assortment Optimization with Multi-Item Basket Purchase under the Multivariate MNL Model

Number of pages: 47 Posted: 16 Apr 2021 Last Revised: 25 Jul 2023
Stefanus Jasin, Chengyi Lyu, Sajjad Najafi and Huanan Zhang
University of Michigan, Stephen M. Ross School of Business, University of Colorado at Boulder - Leeds School of Business, HEC Paris and University of Colorado at Boulder - Leeds School of Business
Downloads 455 (110,356)

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Assortment optimization, multi-item choice model, dynamic programming, approximation algorithms

3.

Joint Learning and Optimization for Multi-product Pricing (and Ranking) under a General Cascade Click Model

Number of pages: 43 Posted: 05 Nov 2018 Last Revised: 17 Nov 2021
Xiangyu Gao, Stefanus Jasin, Sajjad Najafi and Huanan Zhang
The Chinese University of Hong Kong (CUHK) - Department of Decision Sciences & Managerial Economics, University of Michigan, Stephen M. Ross School of Business, HEC Paris and University of Colorado at Boulder - Leeds School of Business
Downloads 396 (129,727)
Citation 12

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pricing, cascade click model, nonparametric algorithms, asymptotic analysis, online learning

4.

UCB-Type Learning Algorithms with Kaplan-Meier Estimator for Lost-Sales Inventory Models with Lead Times

Number of pages: 75 Posted: 18 Oct 2021 Last Revised: 24 Apr 2023
Chengyi Lyu, Huanan Zhang and Linwei Xin
University of Colorado at Boulder - Leeds School of Business, University of Colorado at Boulder - Leeds School of Business and University of Chicago - Booth School of Business
Downloads 310 (169,327)

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inventory, lost sales, lead time, censored demand, learning algorithm, capped base-stock policy, Kaplan-Meier estimator

5.

Online Learning and Optimization of (Some) Cyclic Pricing Policies in the Presence of Patient Customers

Number of pages: 34 Posted: 22 Mar 2018 Last Revised: 27 Sep 2018
Huanan Zhang and Stefanus Jasin
University of Colorado at Boulder - Leeds School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 232 (226,756)
Citation 1

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6.

Online Learning and Optimization for Revenue Management Problems with Add-on Discounts

Number of pages: 60 Posted: 01 Jun 2020 Last Revised: 30 Aug 2021
David Simchi-Levi, Rui Sun and Huanan Zhang
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and University of Colorado at Boulder - Leeds School of Business
Downloads 153 (328,400)

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revenue management, add-on discount, online learning, approximation algorithm

7.

Perishable Inventory Problems: Convexity Results for Base-Stock Policies and Learning Algorithms Under Censored Demand

Forthcoming in Operations Research
Number of pages: 33 Posted: 20 Dec 2017
Huanan Zhang, Xiuli Chao and Cong Shi
University of Colorado at Boulder - Leeds School of Business, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and Management Science, Herbert Business School, University of Miami
Downloads 153 (328,400)
Citation 5

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inventory, perishable products, base-stock policy, censored demand, learning algorithms

8.

Online Learning for Pricing in On-Demand Vehicle Sharing Networks

Number of pages: 41 Posted: 01 Feb 2023 Last Revised: 10 May 2023
Saif Benjaafar, Xiangyu Gao, Xiaobing Shen and Huanan Zhang
University of Minnesota - Minneapolis - Industrial & System Engineering, The Chinese University of Hong Kong (CUHK) - Department of Decision Sciences & Managerial Economics, University of Minnesota - Twin Cities - Department of Industrial and Systems Engineering and University of Colorado at Boulder - Leeds School of Business
Downloads 151 (333,794)

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vehicle sharing network, pricing, online learning, regret analysis

9.

Asymptotic Optimality of Simple Replenishment Policies for a Lost-Sales Inventory System with Delivery Lead Time and Purchase Returns

Number of pages: 54 Posted: 04 Dec 2023
Jinzhi Bu, Huanan Zhang and Stefanus Jasin
The Hong Kong Polytechnic University, University of Colorado at Boulder - Leeds School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 25 (838,196)

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