David Simchi-Levi

111 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4650-1519

Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States; Operations Research Center, Massachusetts Institute of Technology, Cambridge, MA, United States; Institute for Data Systems and Society, Massachusetts Institute of Technology, Cambridge, MA, United States; Mitch Daniels School of Business, Purdue University, West Lafayette, IN, United States

Publications

The Competitive Ratio of Threshold Policies for Online Unit-Density Knapsack Problems — Management Science 2026
Assured autonomy: How operations research powers and orchestrates generative AI systems — Production and Operations Management 2026
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk — Management Science 2026
Context-Based Dynamic Pricing with Separable Demand Models — Management Science 2026
Utility Fairness in Contextual Dynamic Pricing with Demand Learning — Management Science 2026 (name-matched, not ORCID-linked)
OM Forum—Supply Chain Management in the AI Era: A Vision Statement from the Operations Management Community — Manufacturing & Service Operations Management 2026 (name-matched, not ORCID-linked)
Efficient Switchback Experiments with Surrogate Variables: Estimation and Experimental Design — Management Science 2026
Contextual Offline Demand Learning and Pricing with Separable Models — Management Science 2026
Blind Network Revenue Management and Bandits with Knapsacks Under Limited Switches — Operations Research 2025
Technical Note—Online Matching with Bayesian Rewards — Operations Research 2025
On Greedy-Like Policies in Online Matching with Reusable Network Resources and Decaying Rewards — Management Science 2025
Offline Planning and Online Learning Under Recovering Rewards — Management Science 2025
Learning Mixed Multinomial Logits with Provable Guarantees and Its Applications in Multiproduct Pricing — Management Science 2025
Multi-armed Bandit Experimental Design: Online Decision-Making and Adaptive Inference — Management Science 2025
Efficient Cloud Server Deployment Under Demand Uncertainty — Manufacturing & Service Operations Management 2025
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control — Management Science 2025
Bayesian Mechanism Design for Blockchain Transaction Fee Allocation — Operations Research 2025
A Simple and Optimal Policy Design with Safety Against Heavy-Tailed Risk for Stochastic Bandits — Management Science 2025
Calibrating Sales Forecasts in a Pandemic Using Competitive Online Nonparametric Regression — Management Science 2024
Bandits atop Reinforcement Learning: Tackling Online Inventory Models with Cyclic Demands — Management Science 2024
Phase Transitions in Bandits with Switching Constraints — Management Science 2023
Offline Pricing and Demand Learning with Censored Data — Management Science 2023
Estimating and Exploiting the Impact of Photo Layout: A Structural Approach — Management Science 2023
From the Editor—January 2023 — Management Science 2023
Design and Analysis of Switchback Experiments — Management Science 2023
Nonstationary Reinforcement Learning: The Blessing of (More) Optimism — Management Science 2023
Trading safety stock for service response time in inventory positioning — Production and Operations Management 2022 (name-matched, not ORCID-linked)
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning — Management Science 2022 (name-matched, not ORCID-linked)
A Statistical Learning Approach to Personalization in Revenue Management — Management Science 2022
From the Editor — Management Science 2022
Online Learning and Optimization for Revenue Management Problems with Add-on Discounts — Management Science 2022
Online Pricing with Offline Data: Phase Transition and Inverse Square Law — Management Science 2022
A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility — Operations Research 2022 (name-matched, not ORCID-linked)
Meta Dynamic Pricing: Transfer Learning Across Experiments — Management Science 2022 (name-matched, not ORCID-linked)
Hedging the Drift: Learning to Optimize Under Nonstationarity — Management Science 2022 (name-matched, not ORCID-linked)
Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models — Management Science 2022
Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information — Management Science 2022
Online Assortment Optimization with Reusable Resources — Management Science 2022 (name-matched, not ORCID-linked)
Inventory Balancing with Online Learning — Management Science 2022
Distributionally Robust Linear and Discrete Optimization with Marginals — Operations Research 2022
Dynamic Pricing (and Assortment) Under a Static Calendar — Management Science 2021
From the Editor — Management Science 2021
On Policies for Single-Leg Revenue Management with Limited Demand Information — Operations Research 2021
Dynamic Inventory Allocation with Demand Learning for Seasonal Goods — Production and Operations Management 2021 (name-matched, not ORCID-linked)
Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses — Management Science 2021
Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-Dependent Competitive Ratios — Operations Research 2020
From the Editor — Management Science 2020
From the Editor: Diversity, Equity, and Inclusion inManagement Science — Management Science 2020
Drivers of Product Expiration in Consumer Packaged Goods Retailing — Management Science 2019 (name-matched, not ORCID-linked)
From the Editor — Management Science 2019
Dynamic Learning and Pricing with Model Misspecification — Management Science 2019
Designing Response Supply Chain Against Bioattacks — Operations Research 2019 (name-matched, not ORCID-linked)
Disruption Risk Mitigation in Supply Chains: The Risk Exposure Index Revisited — Operations Research 2019 (name-matched, not ORCID-linked)
From the Editor — Management Science 2018
Online Network Revenue Management Using Thompson Sampling — Operations Research 2018
ReengineeringManagement Sciencefor a Sharper Focus and Broader Appeal — Management Science 2018
Increasing Supply Chain Robustness through Process Flexibility and Inventory — Production and Operations Management 2018 (name-matched, not ORCID-linked)
Technical Note—Dynamic Pricing and Demand Learning with Limited Price Experimentation — Operations Research 2017 (name-matched, not ORCID-linked)
Editorial Statement—Operations Management — Management Science 2017 (name-matched, not ORCID-linked)
Analytics for an Online Retailer: Demand Forecasting and Price Optimization — Manufacturing & Service Operations Management 2016 (name-matched, not ORCID-linked)
Optimal Expediting Policies for a Serial Inventory System with Stochastic Lead Time — Production and Operations Management 2015 (name-matched, not ORCID-linked)
Worst-Case Analysis of Process Flexibility Designs — Operations Research 2015 (name-matched, not ORCID-linked)
OM Forum—OM Research: From Problem-Driven to Data-Driven Research — Manufacturing & Service Operations Management 2014 (name-matched, not ORCID-linked)
Stable and Coordinating Contracts for a Supply Chain with Multiple Risk-Averse Suppliers — Production and Operations Management 2014 (name-matched, not ORCID-linked)
Analyzing Scrip Systems — Operations Research 2014 (name-matched, not ORCID-linked)
A Game-Theoretic Model of International Influenza Vaccination Coordination — Management Science 2013 (name-matched, not ORCID-linked)
Supplier–Buyer Negotiation Games: Equilibrium Conditions and Supply Chain Efficiency — Production and Operations Management 2013 (name-matched, not ORCID-linked)
Robust Stochastic Lot-Sizing by Means of Histograms — Production and Operations Management 2013 (name-matched, not ORCID-linked)
On the Unimodality of the Profit Function of the Pricing Newsvendor — Production and Operations Management 2013 (name-matched, not ORCID-linked)
Optimal Market-Making with Risk Aversion — Operations Research 2012 (name-matched, not ORCID-linked)
Approximating the Nonlinear Newsvendor and Single-Item Stochastic Lot-Sizing Problems When Data Is Given by an Oracle — Operations Research 2012 (name-matched, not ORCID-linked)
Understanding the Performance of the Long Chain and Sparse Designs in Process Flexibility — Operations Research 2012 (name-matched, not ORCID-linked)
Optimal Production and Admission Policies in Make-to-Stock/Make-to-Order Manufacturing Systems — Production and Operations Management 2012 (name-matched, not ORCID-linked)
Sourcing Flexibility, Spot Trading, and Procurement Contract Structure — Operations Research 2011 (name-matched, not ORCID-linked)
Introduction to “Little's Law as Viewed on Its 50th Anniversary” — Operations Research 2011 (name-matched, not ORCID-linked)
From the Editor: Reflections on the Last Six Years — Operations Research 2011 (name-matched, not ORCID-linked)
From the Editor — Operations Research 2009 (name-matched, not ORCID-linked)
Competition in the Supply Option Market — Operations Research 2009 (name-matched, not ORCID-linked)
From the Editor — Operations Research 2008 (name-matched, not ORCID-linked)
Supply Chain Coordination and Influenza Vaccination — Operations Research 2008 (name-matched, not ORCID-linked)
Risk Aversion in Inventory Management — Operations Research 2007 (name-matched, not ORCID-linked)
Performance Analysis and Evaluation of Assemble-to-Order Systems with Stochastic Sequential Lead Times — Operations Research 2006 (name-matched, not ORCID-linked)
Pricing, Production, and Inventory Policies for Manufacturing with Stochastic Demand and Discretionary Sales — Manufacturing & Service Operations Management 2006 (name-matched, not ORCID-linked)
On the Asymptotic Optimality of a Simple On-Line Algorithm for the Stochastic Single-Machine Weighted Completion Time Problem and Its Extensions — Operations Research 2006 (name-matched, not ORCID-linked)
From the Editor — Operations Research 2006 (name-matched, not ORCID-linked)
A Portfolio Approach to Procurement Contracts — Production and Operations Management 2005 (name-matched, not ORCID-linked)
Safety Stock Positioning in Supply Chains with Stochastic Lead Times — Manufacturing & Service Operations Management 2005 (name-matched, not ORCID-linked)
Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Finite Horizon Case — Operations Research 2004 (name-matched, not ORCID-linked)
Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost — Manufacturing & Service Operations Management 2003 (name-matched, not ORCID-linked)
On the Effectiveness of Zero-Inventory-Ordering Policies for the Economic Lot-Sizing Model with a Class of Piecewise Linear Cost Structures — Operations Research 2002 (name-matched, not ORCID-linked)
Effective Zero-Inventory-Ordering Policies for the Single-Warehouse Multiretailer Problem with Piecewise Linear Cost Structures — Management Science 2002 (name-matched, not ORCID-linked)
The Value of Information Sharing in a Two-Stage Supply Chain with Production Capacity Constraints: The Infinite Horizon Case — Manufacturing & Service Operations Management 2002 (name-matched, not ORCID-linked)
The Asymptotic Optimality of the SPT Rule for the Flow Shop Mean Completion Time Problem — Operations Research 2001 (name-matched, not ORCID-linked)
Quantifying the Bullwhip Effect in a Simple Supply Chain: The Impact of Forecasting, Lead Times, and Information — Management Science 2000 (name-matched, not ORCID-linked)
Parallel Machine Scheduling, Linear Programming, and Parameter List Scheduling Heuristics — Operations Research 1998 (name-matched, not ORCID-linked)
Probabilistic Analyses and Practical Algorithms for Inventory-Routing Models — Operations Research 1998 (name-matched, not ORCID-linked)
Probabilistic Analysis and Practical Algorithms for the Flow Shop Weighted Completion Time Problem — Operations Research 1998 (name-matched, not ORCID-linked)
Probabilistic Analyses and Algorithms for Three-Level Distribution Systems — Management Science 1998 (name-matched, not ORCID-linked)
On the Effectiveness of Set Covering Formulations for the Vehicle Routing Problem with Time Windows — Operations Research 1997 (name-matched, not ORCID-linked)
Single Resource Multi-Item Inventory Systems — Operations Research 1996 (name-matched, not ORCID-linked)

The interactive profile shows the complete publication list.