Operations Research

Article	Citations
Editorial Board	104
Scores for Multivariate Distributions and Level Sets	89
Community-Engaged School District Design: A Stream-Based Approach	69
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	66
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	64
Introduction: Special Issue Honoring Kenneth Arrow	59
Black-Box Acceleration of Monotone Convex Program Solvers	58
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	53
Side-Constrained Dynamic Traffic Equilibria	51
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	51
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	49
Dynamic Inventory Control with Fixed Setup Costs and Unknown Discrete Demand Distribution	47
The Price of Fairness of Scheduling a Scarce Resource	46
Change-Point Detection in Dynamic Networks with Missing Links	43
Fast and Simple Solutions of Blotto Games	43
Optimal Dynamic Momentum Strategies	42
Comparing Sequential Forecasters	41
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	38
Optimal Cash Management with Payables Finance	37
Fast Quantum Subroutines for the Simplex Method	37
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	37
Portfolio Selection, Periodic Evaluations and Risk Taking	37
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	37
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	36
New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	35

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	35
Editorial Board	35
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	35
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	33
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	33
Network Revenue Management Under a Spiked Multinomial Logit Choice Model	32
Optimal Regularized Online Allocation by Adaptive Re-Solving	31
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	30
Technical Note—First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	29
Package Bids in Combinatorial Electricity Auctions: Selection, Welfare Losses, and Alternatives	28
Data-Driven Ranking and Selection Under Input Uncertainty	28
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	28
Revenue Maximization and Learning in Product Ranking	28
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	26
Optimal Learning Under Robustness and Time-Consistency	26
Deepest Cuts for Benders Decomposition	26
Estimation of High-Dimensional Contextual Pricing Models with Nonparametric Price Confounders	25
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	25
Dynamic Programming in Ordered Vector Space	25
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	24
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	24
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	23
In This Issue	23
Exit Spirals in Coupled Networked Markets	23
A Stationary Mean-Field Equilibrium Model of Irreversible Investment in a Two-Regime Economy	23
Deep Learning for High-Dimensional Continuous-Time Stochastic Optimal Control Without Explicit Solution	23
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	23
In This Issue	23
Optimizing the Path Towards Plastic-Free Oceans	23
Modeling the Risk in Mortality Projections	23
On Solving a Class of Continuous Traffic Equilibrium Problems and Planning Facility Location Under Congestion	23
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	23
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	23
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	21
A First-Order Approach to Accelerated Value Iteration	21
Gradient-Based Algorithms for Convex Discrete Optimization via Simulation	21
A Branch-and-Repair Method for Three-Dimensional Bin Selection and Packing in E-Commerce	21
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	21
Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays	21
Feature-Based Dynamic Matching	21
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	21
Jointly Modeling and Clustering Tensors in High Dimensions	20
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	20
Online Joint Assortment-Inventory Optimization Under MNL Choices	20
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	20
Robust Queue Inference from Waiting Times	19
Near-Optimal Pricing and Resource Allocation in a Large-Scale Service System	19
Dynamic Pricing and Matching for Two-Sided Queues	19
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	19
In This Apportionment Lottery, the House Always Wins	19

Statistical Inference for Aggregation of Malmquist Productivity Indices	19
Preface to the Special Issue on Behavioral Queueing Science: The Need for a Multidisciplinary Approach	18
Dual-Directed Algorithm Design for Efficient Pure Exploration	18
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	18
Hard and Soft Defense Against a Sequence of Aerial Threats	18
Editorial Board	18
Regime-Dependent Approximations for the Single-Item Dynamic Pricing Problem	18
Is Your Price Personalized? Alleviating Customer Concerns with Inventory Availability Information	17
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	17
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	17
Binary Diversification Characterizes Exact Capacities	17
A Pareto Dominance Principle for Data-Driven Optimization	17
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	17
Minimax Optimal Estimation of Stability Under Distribution Shift	17
Consistency Cuts for Dantzig-Wolfe Reformulations	17
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	17
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	16
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	16
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	16
A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation	16
Smoothness-Adaptive Contextual Bandits	16
Learning Product Rankings Robust to Fake Users	16
Optimal No-Regret Learning in Repeated First-Price Auctions	16
Spectral Ranking Inferences Based on General Multiway Comparisons	16
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	16
Political Districting to Minimize County Splits	15
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	15
Legal Assignments and Fast EADAM with Consent via Classic Theory of Stable Matchings	15
Procurement for Assembly Systems Under Supply Uncertainty: Optimal Mechanisms	15
Preservation of Multimodularity: New Results and Applications	15
Dual Sourcing Made Easy: Distributionally Robust Optimization of Inventory Systems Under Independent Demand	15
Technical Note—Multistage Robust Mixed-Integer Programming	15
Distributionally Robust Optimization Under Distorted Expectations	15
Data Aggregation and Demand Prediction	15
Assortment and Price Optimization Under a Multiattribute (Contextual) Choice Model	15
E-Commerce Order Fulfillment Problem with Limited Time Window	15
Selection of the Most Probable Best	15
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	15
Axiomatizing the Bayesian Paradigm in Parallel Small Worlds	14
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	14
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	14
Infinite-Dimensional Fisher Markets and Tractable Fair Division	14
Online Tensor Inference	14
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	14
A Data-Driven Approach to Improve Artisans’ Productivity in Distributed Supply Chains	14
The Fragility of Optimized Bandit Algorithms	14
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	14
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	14
Distributionally Robust Linear and Discrete Optimization with Marginals	14
Optimal Feature-Based Market Segmentation and Pricing	14
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	14
Pooling Agents for Customer-Intensive Services	14
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	14
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	14
Rate-Optimal Online Learning for Dynamic Assortment Selection with Positioning	14
A Note on Piecewise Affine Decision Rules for Robust, Stochastic, and Data-Driven Optimization	14
You Are the Best Reviewer of Your Own Papers: The Isotonic Mechanism	14
Mean-Risk Traffic Assignment Under the Continuously Distributed Risk-Aversion Factor	14
Inventory Sharing for Perishable Products: Application to Platelet Inventory Management in Hospital Blood Banks	14
Systemic Risk-Driven Portfolio Selection	14
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	14
Contextual Search in the Presence of Adversarial Corruptions	13
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	13
Always Valid Inference: Continuous Monitoring of A/B Tests	13
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	13
Subsampling to Enhance Efficiency in Input Uncertainty Quantification	13
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	13
Platform Disintermediation: Information Effects and Pricing Remedies	13
Lagrangian Inference for Ranking Problems	13
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	13
Data-Driven Minimax Optimization with Expectation Constraints	13
Robust Assortment Optimization Under the Markov Chain Choice Model	13
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	13
The Anchor-Robust Project Scheduling Problem	12
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	12
Persuading Risk-Conscious Agents: A Geometric Approach	12
New Venture Creation: A Drift-Variance Diffusion Control Model	12
Process Flexibility: A Distribution-Free Approach to Long Chain Resilience	12
Scalable Reinforcement Learning for Multiagent Networked Systems	12
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	12

Matching Drivers to Riders: A Two-Stage Robust Approach	12
Dual Moments and Risk Attitudes	12
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	12
Post Reinforcement Learning Inference	11
Learning to Schedule in Multiclass Many-Server Queues with Abandonment	11
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	11
Optimal Auction Design with Deferred Inspection and Reward	11
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	11
In This Issue	11
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	11
Load Balancing Using Sparse Communication	11
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	11
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	11
Reliable Off-Policy Evaluation for Reinforcement Learning	11
Naive Learning Through Probability Overmatching	11
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	11
Dynamic Stochastic Matching Under Limited Time	11
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	11
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	11
Many-Server Queueing Systems with Heterogeneous Strategic Servers in Heavy Traffic	11
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	11
Regularized Aggregation of One-Off Probability Predictions	11
Who Is Next: Patient Prioritization Under Emergency Department Blocking	11
Convergence and Inference of Stream Stochastic Gradient Descent, with Applications to Queueing Systems and Inventory Control	10
Testing, Voluntary Social Distancing, and the Spread of an Infection	10
Technical Note—Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees	10
In This Issue	10
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	10
Quantile Markov Decision Processes	10
Recovering Dantzig–Wolfe Bounds by Cutting Planes	10
On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design	10
The Power of Adaptivity for Stochastic Submodular Cover	10
Exploiting Random Lead Times for Significant Inventory Cost Savings	10
In This Issue	10
Continuity, Uniqueness, and Long-Term Behavior of Nash Flows over Time	10
Revenue Management of a Professional Services Firm with Quality Revelation	10
Utility Preference Robust Optimization with Moment-Type Information Structure	10
Robustness of Proactive Intensive Care Unit Transfer Policies	10
Technical Note—The Generalized Sethi Advertising Model	10
Ranking and Contextual Selection	10
Technical Note—Dynamic Mechanism Design with Capacity Constraint	10
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	10
Building a Location-Based Set of Social Media Users	10
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	10
A Strongly Polynomial Algorithm for Linear Exchange Markets	9
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	9
Wasserstein Distributionally Robust Optimization and Variation Regularization	9
Optimization Formulations for Storage Devices with Disjoint Operating Modes	9
Continuous Assortment Optimization with Logit Choice Probabilities and Incomplete Information	9
Uncertainty Quantification and Exploration for Reinforcement Learning	9
Algorithms for Loot Box Design	9
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation	9
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	9
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	9
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	9
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	9
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model	9
Search in the Dark: The Case with Recall and Gaussian Learning	9
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	9
Misinformation and Disinformation in Modern Warfare	9
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	9
In This Issue	9
Bayesian and Randomized Clock Auctions	9
Beyond O(T) Regret: Decoupling Learning and Decision Making in Online Linear Programming	9
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	9
Stochastic Localization Methods for Convex Discrete Optimization via Simulation	8
Editorial Board	8
Column-Randomized Linear Programs: Performance Guarantees and Applications	8
Efficient Resource Allocation Contracts to Reduce Adverse Events	8
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	8
Erratum to Online Allocation and Pricing: Constant Regret via Bellman Inequalities	8
Sensitivity Analysis Under the f -Sensitivity Model: A Distributional Robustness Perspective	8
Technical Note—A Data-Driven Approach to Beating SAA Out of Sample	8
Nash Equilibria, Regularization, and Computation in Optimal Transport-Based Distributionally Robust Optimization	8
Individualized Dynamic Patient Monitoring Under Alarm Fatigue	8
Technical Note—Data-Driven Profit Estimation Error in the Newsvendor Model	8
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	8
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA	8
Mixed-Integer Optimization with Constraint Learning	8
The Generalized c/μ Rule for Queues with Heterogeneous Server Pools	8
The Strategic Benefit of Request for Proposal/Quotation	8
An Optimal Control Framework for Online Job Scheduling with General Cost Functions	8
Vessel Service Planning in Seaports	8
Endogenous Inverse Demand Functions	8
Static Pricing for Multi-unit Prophet Inequalities	8
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models	8
Linear Classifiers Under Infinite Imbalance	8
Foresee the Next Line: Customer Strategies and Information Disclosure in Tandem Queues	8
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	8
Casting Light on the Hidden Bilevel Combinatorial Structure of the Capacitated Vertex Separator Problem	8
Customer Scheduling in Large Service Systems Under Model Uncertainty	8
Weighted Scoring Rules and Convex Risk Measures	8
Characterizing Rational Transplant Program Response to Outcome-Based Regulation	8
Revenue Maximization Under Unknown Private Values with Nonobligatory Inspection	8
The Cut-and-Play Algorithm: Computing Nash Equilibria via Outer Approximations	7