Operations Research

Article	Citations
Editorial Board	89
Community-Engaged School District Design: A Stream-Based Approach	67
Editorial Board	62
Scores for Multivariate Distributions and Level Sets	57
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	56
Comparing Sequential Forecasters	54
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	53
Optimal Cash Management with Payables Finance	49
The Price of Fairness of Scheduling a Scarce Resource	46
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	46
Optimal Dynamic Momentum Strategies	44
Fast and Simple Solutions of Blotto Games	42
Portfolio Selection, Periodic Evaluations and Risk Taking	40
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	39
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	39
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	39
Introduction: Special Issue Honoring Kenneth Arrow	37
Dynamic Inventory Control with Fixed Setup Costs and Unknown Discrete Demand Distribution	37
Black-Box Acceleration of Monotone Convex Program Solvers	36
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	36
Side-Constrained Dynamic Traffic Equilibria	35
Fast Quantum Subroutines for the Simplex Method	34
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	32
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	32
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	32

New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	31
Change-Point Detection in Dynamic Networks with Missing Links	31
Optimal Learning Under Robustness and Time-Consistency	29
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	29
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	28
Network Revenue Management Under a Spiked Multinomial Logit Choice Model	28
Package Bids in Combinatorial Electricity Auctions: Selection, Welfare Losses, and Alternatives	28
Data-Driven Ranking and Selection Under Input Uncertainty	27
Editorial Board	27
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	26
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	26
Optimal Regularized Online Allocation by Adaptive Re-Solving	26
Adversarial Patrolling in a Uniform	26
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	26
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	25
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	25
Deepest Cuts for Benders Decomposition	25
First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	25
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	25
Estimation of High-Dimensional Contextual Pricing Models with Nonparametric Price Confounders	25
Modeling the Risk in Mortality Projections	24
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	23
In This Issue	23
Jointly Modeling and Clustering Tensors in High Dimensions	23
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	23
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	23
Statistical Inference for Aggregation of Malmquist Productivity Indices	23
In This Apportionment Lottery, the House Always Wins	23
In This Issue	23
Optimizing the Path Towards Plastic-Free Oceans	22
A First-Order Approach to Accelerated Value Iteration	22
Robust Queue Inference from Waiting Times	22
Stochastic Knapsack Revisited: The Service Level Perspective	21
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	21
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	21
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	21
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	19
Integrated Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs	19
Gradient-Based Algorithms for Convex Discrete Optimization via Simulation	19
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	19
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	19
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	19
Exit Spirals in Coupled Networked Markets	19
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	19
Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays	19
Dynamic Pricing and Matching for Two-Sided Queues	19
A Stationary Mean-Field Equilibrium Model of Irreversible Investment in a Two-Regime Economy	19
On Solving a Class of Continuous Traffic Equilibrium Problems and Planning Facility Location Under Congestion	18
Legal Assignments and Fast EADAM with Consent via Classic Theory of Stable Matchings	18
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	18

Computing Constrained Shortest-Paths at Scale	18
Editorial Board	18
A Branch-and-Repair Method for Three-Dimensional Bin Selection and Packing in E-Commerce	18
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	17
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	17
Is Your Price Personalized? Alleviating Customer Concerns with Inventory Availability Information	17
Preface to the Special Issue on Behavioral Queueing Science: The Need for a Multidisciplinary Approach	17
E-Commerce Order Fulfillment Problem with Limited Time Window	17
Learning Product Rankings Robust to Fake Users	17
Political Districting to Minimize County Splits	17
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	17
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	17
Smoothness-Adaptive Contextual Bandits	16
Dual-Directed Algorithm Design for Efficient Pure Exploration	16
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	16
Hard and Soft Defense Against a Sequence of Aerial Threats	16
A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation	16
Spectral Ranking Inferences Based on General Multiway Comparisons	16
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	15
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	15
A Pareto Dominance Principle for Data-Driven Optimization	15
Consistency Cuts for Dantzig-Wolfe Reformulations	15
Optimal No-Regret Learning in Repeated First-Price Auctions	15
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	15
Minimax Optimal Estimation of Stability Under Distribution Shift	15
Technical Note: Multistage Robust Mixed-Integer Programming	15
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	15
The Fragility of Optimized Bandit Algorithms	14
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	14
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	14
Data Aggregation and Demand Prediction	14
Pooling Agents for Customer-Intensive Services	14
Selection of the Most Probable Best	14
Binary Diversification Characterizes Exact Capacities	14
1.79-Approximation Algorithms for Continuous Review Single-Sourcing Lost-Sales and Dual-Sourcing Inventory Models	14
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	14
Inventory Sharing for Perishable Products: Application to Platelet Inventory Management in Hospital Blood Banks	13
Distributionally Robust Optimization Under Distorted Expectations	13
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	13
Infinite-Dimensional Fisher Markets and Tractable Fair Division	13
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator	13
Rate-Optimal Online Learning for Dynamic Assortment Selection with Positioning	13
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	13
Contextual Search in the Presence of Adversarial Corruptions	13
Systemic Risk-Driven Portfolio Selection	13
Subsampling to Enhance Efficiency in Input Uncertainty Quantification	13
Data-Driven Minimax Optimization with Expectation Constraints	13
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	13
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	12
Axiomatizing the Bayesian Paradigm in Parallel Small Worlds	12
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	12
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	12
The Anchor-Robust Project Scheduling Problem	12
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	12
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	12
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	12
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	12
Robust Assortment Optimization Under the Markov Chain Choice Model	12
Fast Core Pricing for Rich Advertising Auctions	12
“Now or Later?” When to Deploy Qualification Screening in Open-Bid Auction for Re-Sourcing	12
New Venture Creation: A Drift-Variance Diffusion Control Model	12
Distributionally Robust Linear and Discrete Optimization with Marginals	12
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	12
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	12
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	12
Optimal Auction Design with Deferred Inspection and Reward	12
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	12
Process Flexibility: A Distribution-Free Approach to Long Chain Resilience	12
Optimal Sequential Multiclass Diagnosis	12
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	11
Lagrangian Inference for Ranking Problems	11
Technical Note—Capacitated Assortment Optimization: Hardness and Approximation	11
Dual Moments and Risk Attitudes	11
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	11
The Gap Function: Evaluating Integer Programming Models over Multiple Right-Hand Sides	11
Load Balancing Using Sparse Communication	11
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	11
Always Valid Inference: Continuous Monitoring of A/B Tests	11
Persuading Risk-Conscious Agents: A Geometric Approach	11
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	11

Learning to Schedule in Multiclass Many-Server Queues with Abandonment	11
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	11
Scalable Reinforcement Learning for Multiagent Networked Systems	11
Building a Location-Based Set of Social Media Users	10
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	10
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators	10
Single Allocation Hub Location with Heterogeneous Economies of Scale	10
Detecting Bots and Assessing Their Impact in Social Networks	10
Naive Learning Through Probability Overmatching	10
Many-Server Queueing Systems with Heterogeneous Strategic Servers in Heavy Traffic	10
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	10
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	10
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	10
Quantile Markov Decision Processes	10
Regularized Aggregation of One-Off Probability Predictions	10
Who Is Next: Patient Prioritization Under Emergency Department Blocking	10
Reliable Off-Policy Evaluation for Reinforcement Learning	10
Market Efficient Portfolios in a Systemic Economy	10
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	10
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	10
Revenue Management of a Professional Services Firm with Quality Revelation	10
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	10
Dynamic Stochastic Matching Under Limited Time	10
Editorial Board	10
Spatio-Temporal Pricing for Ridesharing Platforms	9
Exploiting Random Lead Times for Significant Inventory Cost Savings	9
In This Issue	9
Technical Note—The Generalized Sethi Advertising Model	9
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	9
Testing, Voluntary Social Distancing, and the Spread of an Infection	9
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation	9
On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design	9
Technical Note—Dynamic Mechanism Design with Capacity Constraint	9
A Strongly Polynomial Algorithm for Linear Exchange Markets	9
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	9
The Power of Adaptivity for Stochastic Submodular Cover	9
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	9
Robustness of Proactive Intensive Care Unit Transfer Policies	9
Wasserstein Distributionally Robust Optimization and Variation Regularization	9
Technical Note—Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees	9
Timing It Right: Balancing Inpatient Congestion vs. Readmission Risk at Discharge	9
Mean Field Equilibrium: Uniqueness, Existence, and Comparative Statics	9
Utility Preference Robust Optimization with Moment-Type Information Structure	9
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	9
In This Issue	9
A Token-Based Central Queue with Order-Independent Service Rates	9
In This Issue	8
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model	8
Individualized Dynamic Patient Monitoring Under Alarm Fatigue	8
Search in the Dark: The Case with Recall and Gaussian Learning	8
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	8
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	8
Efficient Resource Allocation Contracts to Reduce Adverse Events	8
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	8
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA	8
Continuous Assortment Optimization with Logit Choice Probabilities and Incomplete Information	8
Ranking and Contextual Selection	8
Linear Classifiers Under Infinite Imbalance	8
Editorial Board	8
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models	8
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	8
Uncertainty Quantification and Exploration for Reinforcement Learning	8
Static Pricing for Multi-unit Prophet Inequalities	8
Recovering Dantzig–Wolfe Bounds by Cutting Planes	8
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	8
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	8
Matching Impatient and Heterogeneous Demand and Supply	8
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	8
Bayesian and Randomized Clock Auctions	8
Optimization Formulations for Storage Devices with Disjoint Operating Modes	8
Mixed-Integer Optimization with Constraint Learning	8
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	8
Misinformation and Disinformation in Modern Warfare	8
Technical Note—A Data-Driven Approach to Beating SAA Out of Sample	7
Technical Note—Cloud Cost Optimization: Model, Bounds, and Asymptotics	7
Weighted Scoring Rules and Convex Risk Measures	7
Finite-Sample Guarantees for Wasserstein Distributionally Robust Optimization: Breaking the Curse of Dimensionality	7
In This Issue	7
Technical Note—Ranking Distributions When Only Means and Variances Are Known	7
Customer Scheduling in Large Service Systems Under Model Uncertainty	7
The Strategic Benefit of Request for Proposal/Quotation	7
Stochastic Localization Methods for Convex Discrete Optimization via Simulation	7
Logarithmic Regret in Multisecretary and Online Linear Programs with Continuous Valuations	7
Technical Note—Online Hypergraph Matching with Delays	7
In This Issue	7
Revenue Maximization Under Unknown Private Values with Nonobligatory Inspection	7
Casting Light on the Hidden Bilevel Combinatorial Structure of the Capacitated Vertex Separator Problem	7
An Optimal Control Framework for Online Job Scheduling with General Cost Functions	7
Endogenous Inverse Demand Functions	7
Core Pricing in Combinatorial Exchanges with Financially Constrained Buyers: Computational Hardness and Algorithmic Solutions	7
The Generalized c/μ Rule for Queues with Heterogeneous Server Pools	7
Online Learning for Constrained Assortment Optimization Under Markov Chain Choice Model	7
Vessel Service Planning in Seaports	7
Technical Note—Data-Driven Profit Estimation Error in the Newsvendor Model	7
Iterative Collaborative Filtering for Sparse Matrix Estimation	7