David Simchi-Levi

Massachusetts Institute of Technology (MIT) - School of Engineering

Professor

MA

United States

SCHOLARLY PAPERS

51

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Top 8,358

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80

CROSSREF CITATIONS

59

Scholarly Papers (51)

1.

Online Network Revenue Management Using Thompson Sampling

Operations Research, Forthcoming
Number of pages: 52 Posted: 03 Apr 2015 Last Revised: 05 Mar 2018
Kris Ferreira, David Simchi-Levi and He Wang
Harvard Business School, Massachusetts Institute of Technology (MIT) - School of Engineering and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 1,725 (10,441)
Citation 15

Abstract:

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revenue management, pricing, multi-armed bandit, Thompson sampling

2.

Dynamic Pricing and Demand Learning with Limited Price Experimentation

Operations Research, Forthcoming
Number of pages: 30 Posted: 22 Jun 2014 Last Revised: 03 Sep 2017
Wang Chi Cheung, David Simchi-Levi and He Wang
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 1,707 (10,602)
Citation 22

Abstract:

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Revenue Management, Dynamic Pricing, Learning-Earning Trade-off, Price Experimentation

3.

A Statistical Learning Approach to Personalization in Revenue Management

Number of pages: 37 Posted: 18 Mar 2015 Last Revised: 09 Jan 2020
Xi Chen, Zachary Owen, Clark Pixton and David Simchi-Levi
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - Operations Research Center, Brigham Young University, Marriott School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 1,198 (18,406)
Citation 25

Abstract:

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revenue management, statistical learning

4.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Number of pages: 41 Posted: 17 Oct 2016 Last Revised: 01 Oct 2019
Xi Chen, Will Ma, David Simchi-Levi and Linwei Xin
New York University (NYU) - Leonard N. Stern School of Business, Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and University of Chicago - Booth School of Business
Downloads 845 (30,617)
Citation 7

Abstract:

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revenue management, personalized recommendation, assortment planning, online algorithms, competitive ratio, protection level

5.

Dynamic Learning and Pricing with Model Misspecification

Number of pages: 56 Posted: 27 Oct 2016 Last Revised: 20 Aug 2018
Mila Nambiar, David Simchi-Levi and He Wang
MIT, Massachusetts Institute of Technology (MIT) - School of Engineering and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 824 (31,706)
Citation 2

Abstract:

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revenue management, pricing, misspecification, fashion retail

6.

Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-dependent Competitive Ratios

Number of pages: 54 Posted: 20 Jun 2017 Last Revised: 17 Feb 2019
Will Ma and David Simchi-Levi
Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 787 (33,723)
Citation 2

Abstract:

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Online Algorithms, Competitive Ratio, Revenue Management, Online Matching, Adwords, Booking Limits

7.

Increasing Supply Chain Robustness through Process Flexibility and Inventory

Number of pages: 40 Posted: 06 May 2014 Last Revised: 03 Mar 2017
David Simchi-Levi, He Wang and Yehua Wei
Massachusetts Institute of Technology (MIT) - School of Engineering, Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE) and Decision Sciences Area, Fuqua School of Business, Duke University
Downloads 670 (41,971)
Citation 15

Abstract:

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supply chain risk mitigation strategies, process flexibility, inventory, robust optimization

8.

Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models

Number of pages: 37 Posted: 27 Nov 2017
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 495 (61,975)
Citation 7

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Assortment Optimization, Multi-armed Bandits, Multinomial Logit Choice Models, Thompson Sampling.

9.

Disruption Risk Mitigation in Supply Chains - The Risk Exposure Index Revisited

Number of pages: 45 Posted: 28 Nov 2016 Last Revised: 16 Jun 2018
Sarah Yini Gao, David Simchi-Levi, Chung-Piaw Teo and Zhenzhen Yan
Singapore Management University - Lee Kong Chian School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering, NUS Business School - Department of Decision Sciences and Nanyang Technological University
Downloads 462 (67,484)
Citation 6

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supply chain risk management, disruption management, time-to-survive, sensitivity analysis, completely positive programming.

10.

Constructing Valuation Distributions from a Single Sales Observation

Number of pages: 55 Posted: 27 Mar 2016 Last Revised: 12 Mar 2019
Will Ma and David Simchi-Levi
Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 400 (80,185)

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bundling, valuation learning, revenue management

11.

Global Operations Sourcing Strategy: A Chinese Perspective

Number of pages: 33 Posted: 28 Jun 2015 Last Revised: 21 Nov 2017
Formerly Known as Shanghai Institute of Foreign Trade, University of Pennsylvania - The Wharton School, Georgetown University - McDonough School of Business, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 316 (104,763)
Citation 5

Abstract:

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12.

Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models

Number of pages: 39 Posted: 07 Jun 2015 Last Revised: 09 Nov 2017
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 294 (113,260)
Citation 8

Abstract:

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Sample Average Approximation, Inventory Models, Data-driven

13.

Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models

Number of pages: 45 Posted: 25 Mar 2019
Hanzhang Qin, David Simchi-Levi and Li Wang
Massachusetts Institute of Technology (MIT) - Center for Computational Engineering, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - Operations Research Center
Downloads 273 (122,485)
Citation 1

Abstract:

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dynamic pricing, inventory control, revenue management, approximation algorithm, data-driven optimization, dynamic programming

14.

Reaping the Benefits of Bundling under High Production Costs

Number of pages: 40 Posted: 08 Dec 2015 Last Revised: 10 Sep 2016
Will Ma and David Simchi-Levi
Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 254 (132,065)
Citation 8

Abstract:

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revenue management, monopolist pricing, bundling, marketing, Bayesian mechanism design

15.

Hedging the Drift: Learning to Optimize Under Non-Stationarity

Number of pages: 50 Posted: 30 Oct 2018 Last Revised: 29 Jun 2020
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 246 (136,433)
Citation 4

Abstract:

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data-driven decision-making, multi-armed bandits, non-stationarity, revenue management

16.

Online Assortment Optimization with Reusable Resources

Number of pages: 20 Posted: 07 Mar 2019
Massachusetts Institute of Technology (MIT), Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Massachusetts Institute of Technology (MIT) - School of Engineering, UC Berkeley and Columbia University
Downloads 244 (137,525)
Citation 2

Abstract:

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Online Algorithms, Assortment Optimization, Resource Allocation, Competitive Ratio

17.

Designing Response Supply Chain against Bioattacks

Number of pages: 39 Posted: 31 Aug 2016 Last Revised: 04 Apr 2019
David Simchi-Levi, Nikolaos Trichakis and Peter Yun Zhang
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT)
Downloads 236 (142,101)
Citation 4

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Bioterrorism, Supply Chain Design, Robust Optimization

18.

Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints

Number of pages: 63 Posted: 06 Jun 2019 Last Revised: 11 Jan 2020
David Simchi-Levi and Yunzong Xu
Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 218 (153,370)
Citation 2

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multi-armed bandit, switching constraint, limited switches, phase transition, regret analysis, minimax lower bound, graph traversal, revenue management, dynamic pricing

19.

Distributionally Robust Linear and Discrete Optimization with Marginals

Number of pages: 65 Posted: 27 Apr 2018 Last Revised: 14 Sep 2019
Massachusetts Institute of Technology (MIT), Operations Research Center, Students, Graduate School of Business, Singapore University of Technology and Design (SUTD), Massachusetts Institute of Technology (MIT) - School of Engineering and Nanyang Technological University
Downloads 195 (170,171)
Citation 3

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Robust Optimization, Discrete Optimization, Optimal Transport

20.

Drivers of Product Expiration in Consumer Packaged Goods Retailing

Management Science, Forthcoming
Number of pages: 44 Posted: 28 Dec 2017 Last Revised: 29 Dec 2017
Arzum Akkas, Vishal Gaur and David Simchi-Levi
Boston University - Questrom School of Business, Cornell University - Samuel Curtis Johnson Graduate School of Management and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 188 (175,885)
Citation 2

Abstract:

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retail operations, consumer packaged goods, product expiration, food waste, empirical, perishable inventory, supply chain management, marketing/operations interface, sustainable operations management, zero-inflated models

21.

Price and Assortment Optimization for Reusable Resources

Number of pages: 44 Posted: 16 Nov 2017 Last Revised: 20 Feb 2018
Zachary Owen and David Simchi-Levi
Massachusetts Institute of Technology (MIT) - Operations Research Center and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 188 (175,885)
Citation 4

Abstract:

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Revenue Management, Reusable Resources, Online Algorithms

22.

A Fully Polynomial Time Approximation Scheme for Single-Item Stochastic Lot-Sizing Problems with Discrete Demand

MIT Sloan Research Paper No. 4582-06
Number of pages: 18 Posted: 16 Feb 2006
Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of Illinois at Urbana-Champaign, University of Illinois at Urbana-Champaign - Department of Mechanical and Industrial Engineering, University of Michigan, Stephen M. Ross School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 184 (179,292)
Citation 3

Abstract:

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Inventory Replenishment Policy

23.

Estimating and Exploiting the Impact of Photo Layout in the Sharing Economy

Number of pages: 37 Posted: 04 Dec 2019
Hanwei Li, David Simchi-Levi, Michelle X. Wu and Weiming Zhu
Massachusetts Institute of Technology, Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and University of Navarra, IESE Business School
Downloads 182 (181,093)

Abstract:

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Sharing Economy, Choice Model, Empirical Operations Management

24.

Efficiency and Performance Guarantees for Choice-Based Network Revenue Management Problems with Flexible Products

Number of pages: 57 Posted: 15 Aug 2016 Last Revised: 17 Aug 2016
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 180 (182,801)
Citation 6

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Assortment Optimization, Efficient Algorithms, Choice Models, Revenue Management, Online Optimization

25.

Competition in the Supply Option Market

IESE Business School Working Paper No. 718
Number of pages: 57 Posted: 02 Apr 2008
Victor Martinez-de-Albeniz and David Simchi-Levi
IESE Business School - University of Navarra and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 177 (185,557)
Citation 2

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26.

Dynamic Pricing (and Assortment) under a Static Calendar

Number of pages: 71 Posted: 26 Oct 2018 Last Revised: 13 Jul 2020
Will Ma, David Simchi-Levi and Jinglong Zhao
Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 163 (199,156)
Citation 1

Abstract:

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revenue management, dynamic pricing, dynamic assortment, adaptivity

27.

Branch-and-Bound Algorithms for Assortment Optimization Under Weakly Rational Choice

Number of pages: 29 Posted: 25 Aug 2016
Clark Pixton and David Simchi-Levi
Brigham Young University, Marriott School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 163 (199,156)

Abstract:

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assortment optimization, choice models, non-parametric choice, mixed-integer optimization, branch-and-bound, approximation schemes

28.

Online Pricing with Offline Data: Phase Transition and Inverse Square Law

Number of pages: 63 Posted: 29 Oct 2019 Last Revised: 15 Jun 2020
Jinzhi Bu, David Simchi-Levi and Yunzong Xu
Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 150 (213,668)
Citation 2

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dynamic pricing, online learning, offline data, phase transition, inverse-square law

29.

Improving Supply Chain Efficiency Through Wholesale Price Renegotiation

IESE Business School Working Paper No. 721
Number of pages: 27 Posted: 01 Apr 2008
Victor Martinez-de-Albeniz and David Simchi-Levi
IESE Business School - University of Navarra and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 142 (223,271)
Citation 2

Abstract:

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30.

Distributionally Robust Omnichannel Stocking Decisions in Quick Fulfillment Systems

Number of pages: 40 Posted: 03 Sep 2019 Last Revised: 05 Dec 2019
Louis Chen, Rong Jin, Hanzhang Qin, David Simchi-Levi and Zirun Zhang
Massachusetts Institute of Technology (MIT), Operations Research Center, Students, Alibaba Group, Massachusetts Institute of Technology (MIT) - Center for Computational Engineering, Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 141 (224,514)
Citation 1

Abstract:

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Robust Optimization, Omnichannel Inventory Management, Optimal Transport, New Retail

31.

Meta Dynamic Pricing: Transfer Learning Across Experiments

Number of pages: 56 Posted: 06 Mar 2019 Last Revised: 07 Jul 2020
Hamsa Bastani, David Simchi-Levi and Ruihao Zhu
University of Pennsylvania - The Wharton School, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 133 (235,312)
Citation 2

Abstract:

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Thompson sampling, transfer learning, dynamic pricing, meta learning

32.

Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism

Number of pages: 51 Posted: 17 Jun 2019 Last Revised: 30 Jun 2020
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 127 (243,697)

Abstract:

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reinforcement learning, data-driven decision making, confidence widening

33.

Analyzing Process Flexibility: A Distribution-Free Approach with Partial Expectations

Number of pages: 14 Posted: 11 Feb 2016 Last Revised: 26 Feb 2016
Hoda Bidkhori, David Simchi-Levi and Yehua Wei
University of Pittsburgh, Massachusetts Institute of Technology (MIT) - School of Engineering and Decision Sciences Area, Fuqua School of Business, Duke University
Downloads 103 (283,364)
Citation 2

Abstract:

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Process flexibility, distributionally-robust analysis, chaining, production system design

34.

Multi-Stage and Multi-Customer Assortment Optimization With Inventory Constraints

Number of pages: 62 Posted: 30 Aug 2019 Last Revised: 27 Jul 2020
Elaheh Fata, Will Ma and David Simchi-Levi
Massachusetts Institute of Technology (MIT), Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 93 (302,869)

Abstract:

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Assortment Optimization, Online Matching, Online Marketplaces, Online Advertising

35.

Multi-Modal Dynamic Pricing

Number of pages: 37 Posted: 26 Nov 2019 Last Revised: 20 Jul 2020
Yining Wang, Boxiao Chen and David Simchi-Levi
University of Florida - Warrington College of Business Administration, University of Illinois at Chicago - College of Business Administration and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 84 (322,778)

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multi-modal reward function, dynamic pricing, nonparametric learning, asymptotic analyses

36.

Network Revenue Management with Limited Switches: Known and Unknown Demand Distributions

Number of pages: 30 Posted: 06 Dec 2019 Last Revised: 07 Mar 2020
David Simchi-Levi, Yunzong Xu and Jinglong Zhao
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT)
Downloads 83 (325,127)

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Network Revenue Management, Online Learning, Bandits With Knapsacks, Limited Switches, Stochastic Control

37.

Static Pricing for a Network Service Provider

Number of pages: 18 Posted: 16 Jul 2006
Felipe Caro and David Simchi-Levi
University of California, Los Angeles - Anderson School of Management and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 79 (334,822)
Citation 3

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phone cards, Erlang loss system, product-form, stochastic knapsack, quasiconcavity.

38.

Dynamic Inventory Allocation with Demand Learning for Seasonal Goods

Number of pages: 30 Posted: 05 Nov 2019 Last Revised: 07 Nov 2019
Mila Nambiar, David Simchi-Levi and He Wang
MIT, Massachusetts Institute of Technology (MIT) - School of Engineering and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 74 (347,640)

Abstract:

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Multi-echelon Inventory; Inventory Allocation; Demand Learning

39.

Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses

Number of pages: 30 Posted: 08 Apr 2019 Last Revised: 11 May 2019
Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang and Sen Yang
Alibaba Group, Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Operations Research Center, Alibaba Group and Alibaba Group
Downloads 71 (355,715)

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sequential decision making, adaptive product selection, online learning, online retailing, stochastic optimization, regret analysis

40.

Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability

Number of pages: 44 Posted: 28 Apr 2020 Last Revised: 13 Jul 2020
David Simchi-Levi and Yunzong Xu
Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 68 (364,108)

Abstract:

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41.

Online Matching with Bayesian Rewards

Number of pages: 40 Posted: 10 Feb 2020 Last Revised: 02 Mar 2020
David Simchi-Levi, Rui Sun and Xinshang Wang
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and Alibaba Group
Downloads 59 (391,340)

Abstract:

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Online Matching, Bayesian Learning, Markovian Bandits

42.

Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Number of pages: 42 Posted: 24 Jun 2020 Last Revised: 07 Jul 2020
Boxiao Chen, David Simchi-Levi, Yining Wang and Yuan Zhou
University of Illinois at Chicago - College of Business Administration, Massachusetts Institute of Technology (MIT) - School of Engineering, University of Florida - Warrington College of Business Administration and University of Illinois at Urbana-Champaign
Downloads 51 (418,680)
Citation 1

Abstract:

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dynamic pricing, inventory control, fixed ordering cost, online learning, asymptotic analysis

43.

Offline Pricing and Demand Learning with Censored Data

Number of pages: 47 Posted: 01 Jul 2020 Last Revised: 10 Aug 2020
Jinzhi Bu, David Simchi-Levi and Li Wang
Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - Operations Research Center
Downloads 44 (445,058)
Citation 1

Abstract:

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price optimization, demand censoring, data-driven algorithm, offline learning, finite-sample analysis

44.

The Competitive Ratio of Threshold Policies for Online Unit-density Knapsack Problems

Number of pages: 37 Posted: 22 Jul 2019 Last Revised: 05 Nov 2019
Will Ma, David Simchi-Levi and Jinglong Zhao
Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 41 (457,391)

Abstract:

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online knapsack, competitive ratio, online approximation algorithms

45.

Inventory Balancing with Online Learning

Number of pages: 32 Posted: 02 Sep 2018
Wang Chi Cheung, Will Ma, David Simchi-Levi and Xinshang Wang
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 39 (465,954)
Citation 2

Abstract:

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46.

Optimal Static Pricing for a Tree Network

Annals of Operation Research, Forthcoming
Number of pages: 17 Posted: 11 Apr 2012
Felipe Caro and David Simchi-Levi
University of California, Los Angeles - Anderson School of Management and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 37 (474,724)

Abstract:

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tree network

47.

Provably Efficient Reinforcement Learning for Episodic Stochastic Inventory Control Models

Number of pages: 32 Posted: 21 Jul 2020
Xiao-Yue Gong and David Simchi-Levi
Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 35 (483,798)

Abstract:

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inventory control, periodic demands, reinforcement learning, Q-learning, full-feedback, one-sided-feedback, episodic MDP, dynamic programming, lead time, fixed joint-ordering cost, multi-product, seasonality

48.

Network Effects, Customer Reviews, and Product Proliferation in Online Durable Goods Markets

Number of pages: 27 Posted: 03 Jun 2020
Clark Pixton and David Simchi-Levi
Brigham Young University, Marriott School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 31 (503,054)

Abstract:

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E-commerce, social learning, customer reviews, network effects, product proliferation

49.

A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility

Number of pages: 40 Posted: 10 Aug 2020
Kirby Ledvina, Hanzhang Qin, David Simchi-Levi and Yehua Wei
Massachusetts Institute of Technology (MIT) - Department of Civil and Environmental Engineering, Massachusetts Institute of Technology (MIT) - Center for Computational Engineering, Massachusetts Institute of Technology (MIT) - School of Engineering and Decision Sciences Area, Fuqua School of Business, Duke University
Downloads 25 (542,414)

Abstract:

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stochastic capacitated vehicle routing, a priori route assignment, process flexibility, probabilistic analysis

50.

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

Number of pages: 33 Posted: 01 Jun 2020
David Simchi-Levi, Rui Sun and Huanan Zhang
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and The Pennsylvania State University - The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering
Downloads 22 (554,839)

Abstract:

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

51.

Calibrating Sales Forecast in a Pandemic: Random-Design Online Isotonic Regression

Number of pages: 27
David Simchi-Levi, Rui Sun, Michelle X. Wu and Ruihao Zhu
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 2

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sales forecast, covid-19 pandemic, online learning, isotonic regression