Siqian Shen

University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering

1205 Beal Avenue

Ann Arbor, MI 48109

United States

SCHOLARLY PAPERS

13

DOWNLOADS
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3,842

SSRN CITATIONS
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SSRN RANKINGS

Top 26,706

in Total Papers Citations

41

CROSSREF CITATIONS

3

Scholarly Papers (13)

1.

Online Learning and Pricing for Service Systems with Reusable Resources

Number of pages: 70 Posted: 18 Feb 2021 Last Revised: 08 Nov 2022
Huiwen Jia, Cong Shi and Siqian Shen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Management Science, Herbert Business School, University of Miami and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 806 (58,131)

Abstract:

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learning, pricing, reusable resources, service systems, multi-armed bandit, coupling analysis

2.

Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data

Number of pages: 32 Posted: 04 May 2014 Last Revised: 13 May 2018
Yan Deng, Siqian Shen and Brian Denton
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 603 (84,507)
Citation 8

Abstract:

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Chance-constrained surgery planning; distributionally robust optimization; $\phi$-divergence; mixed-integer linear programming; branch-and-cut

3.

Partner with a Third-Party Delivery Service or Not? -- a Prediction-and-Decision Tool for Restaurants Facing Takeout Demand Surges During a Pandemic

Number of pages: 28 Posted: 23 Nov 2020 Last Revised: 28 Oct 2021
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Universidad de Monterrey (UDEM) and Management Science, Herbert Business School, University of Miami
Downloads 487 (110,428)

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on-demand grocery or food delivery, demand uncertainty, Susceptible-Infected-Recovered (SIR) model, auto-regressive-moving-average (ARMA), stochastic integer programming

4.

On the Values of Vehicle-to-Grid Electricity Selling in Electric Vehicle Sharing

Number of pages: 33 Posted: 15 May 2018
Yiling Zhang, Mengshi Lu and Siqian Shen
University of Minnesota - Twin Cities - Department of Industrial and Systems Engineering, Mitchell E. Daniels, Jr School of Business, Purdue University and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 465 (116,431)
Citation 4

Abstract:

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Sustainable Transportation, Energy Systems, Electric Vehicle Sharing, Vehicle-to-Grid (V2G), Two-Stage Stochastic Integer Programming, Decomposition Algorithms

5.

Service Level Constrained Inventory Systems

Number of pages: 40 Posted: 05 Aug 2016 Last Revised: 24 Apr 2019
Yuchen Jiang, Cong Shi and Siqian Shen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Management Science, Herbert Business School, University of Miami and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 348 (161,889)
Citation 3

Abstract:

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inventory; service level; ready rate; fill rate; remanufacturing; approximation algorithms

6.

Optimizing the Profitability and Quality of Service in Carshare Systems Under Demand Uncertainty

Number of pages: 37 Posted: 27 Jun 2017
Mengshi Lu, Zhihao Chen and Siqian Shen
Mitchell E. Daniels, Jr School of Business, Purdue University, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 337 (167,554)
Citation 17

Abstract:

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carshare, demand uncertainty, quality-of-service (QoS), two-stage stochastic integer programming, Benders decomposition, mixed-integer rounding

7.

Solving 0-1 Semidefinite Programs for Distributionally Robust Allocation of Surgery Blocks

Number of pages: 14 Posted: 07 Jul 2017
Yiling Zhang, Siqian Shen and Saadet Erdogan
University of Minnesota - Twin Cities - Department of Industrial and Systems Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and San Jose State University
Downloads 209 (270,389)
Citation 5

Abstract:

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distributionally robust optimization, chance-constrained programming, 0-1 semidefinite program, 0-1 second-order conic program, cutting-plane algorithm

8.

Online Learning and Pricing for Network Revenue Management with Reusable Resources

Number of pages: 28 Posted: 30 Sep 2022 Last Revised: 23 Oct 2022
Huiwen Jia, Cong Shi and Siqian Shen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Management Science, Herbert Business School, University of Miami and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 189 (296,252)

Abstract:

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online learning; pricing; bandits; network revenue management; queueing network; mixing times

9.

Resource Distribution Under Spatiotemporal Uncertainty of Disease Spread: Stochastic versus Robust Approaches

Number of pages: 31 Posted: 18 Mar 2021 Last Revised: 08 Nov 2021
Beste Basciftci, Xian Yu and Siqian Shen
Sabanci University, University of Michigan at Ann Arbor and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 134 (395,190)

Abstract:

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COVID-19 pandemic; vaccine distribution; resource allocation; stochastic integer programming; distributionally robust optimization; multi-objective optimization

10.

Multi-armed Bandit with Sub-exponential Rewards

Number of pages: 14 Posted: 21 Sep 2021
Huiwen Jia, Cong Shi and Siqian Shen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Management Science, Herbert Business School, University of Miami and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 112 (452,503)

Abstract:

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multi-armed bandit, unbounded reward, sub-exponential reward, upper confidence bound

11.

Production Planning Problems with Joint Service-Level Guarantee: A Computational Study

Number of pages: 33 Posted: 03 Nov 2022
Yuchen Jiang, Juan Xu, Siqian Shen and Cong Shi
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, affiliation not provided to SSRN, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and Management Science, Herbert Business School, University of Miami
Downloads 97 (500,419)

Abstract:

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production planning, stochastic programming, mixed integer linear programming, joint service-level constraint, sample average approximation

12.

The Costs of Overcrowding (and Release): Strategic Discharges for Isolated Facilities During Epidemiological Outbreaks

Number of pages: 38 Posted: 02 Feb 2023
Kati Moug and Siqian Shen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 55 (685,520)

Abstract:

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Markov Decision Processes (MDPs), epidemiological modeling, sequential decision making, uncertainty quantification (UQ), multi-objective optimization

13.

Integer Programming Approaches for Appointment Scheduling with Random No-Shows and Service Durations

Posted: 01 Sep 2015 Last Revised: 13 May 2018
Ruiwei Jiang, Siqian Shen and Yiling Zhang
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Minnesota - Twin Cities - Department of Industrial and Systems Engineering

Abstract:

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appointment scheduling, conditional Value-at-Risk (CVaR), distributionally robust optimization, mixed-integer nonlinear programming, convex hulls