Shukai Li

Northwestern University - Department of Industrial Engineering and Management Sciences

2145 Sheridan Road

Room C210

Evanston, IL 60208

United States

  • Northwestern University - Department of Industrial Engineering and Management Sciences

SCHOLARLY PAPERS

4

DOWNLOADS

374

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (4)

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1.

Online Learning for Constrained Assortment Optimization under Markov Chain Choice Model

Number of pages: 52 Posted: 20 Apr 2022 Last Revised: 05 Apr 2023
Shukai Li, Qi Luo, Zhiyuan Huang and Cong Shi
Northwestern University - Department of Industrial Engineering and Management Sciences, Clemson University, Department of Industrial Engineering, Tongji University - School of Economics and Management and Management Science, Herbert Business School, University of Miami
Downloads 268 (196,906)

Abstract:

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online learning, assortment planning, Markov chain choice model, capacity, regret analysis

2.

A New Finite Approximation Method for Evaluating Steady-State Performance of a Continuous-State Markov Chain with an Application to Queues with Customer Abandonment

Number of pages: 29 Posted: 17 Apr 2023
Shukai Li and Sanjay Mehrotra
Northwestern University - Department of Industrial Engineering and Management Sciences and Northwestern University - Department of Industrial Engineering and Management Sciences
Downloads 55 (638,597)

Abstract:

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performance evaluation, stationary distribution, finite approximation, stochastic modeling

3.

Learning to Price Under Competition for Multinomial Logit Demand

Number of pages: 44 Posted: 10 Oct 2023
Vineet Goyal, Shukai Li and Sanjay Mehrotra
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Northwestern University - Department of Industrial Engineering and Management Sciences and Northwestern University - Department of Industrial Engineering and Management Sciences
Downloads 51 (655,311)

Abstract:

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online learning, sequential pricing, price competition, multinomial logit choice model

4.

Optimizing Large On-demand Transportation Systems through Stochastic Conic Programming

Posted: 08 Jul 2019 Last Revised: 20 May 2021
Shukai Li, Qi Luo and Robert Hampshire
Northwestern University - Department of Industrial Engineering and Management Sciences, Clemson University, Department of Industrial Engineering and University of Michigan at Ann Arbor - Transportation Research Institute

Abstract:

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Production, Manufacturing, Transportation and Logistics, On-demand Transportation Systems, Queueing Networks, Vehicle Rebalancing