Operations Research

Article	Citations
Editorial Board	108
Scores for Multivariate Distributions and Level Sets	92
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	67
Community-Engaged School District Design: A Stream-Based Approach	67
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	62
Black-Box Acceleration of Monotone Convex Program Solvers	61
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	57
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	52
Side-Constrained Dynamic Traffic Equilibria	52
The Price of Fairness of Scheduling a Scarce Resource	51
Optimal Dynamic Momentum Strategies	48
Comparing Sequential Forecasters	46
Change-Point Detection in Dynamic Networks with Missing Links	46
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	44
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	41
Optimal Cash Management with Payables Finance	38
New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	38
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	38
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	37
Fast Quantum Subroutines for the Simplex Method	37
Portfolio Selection, Periodic Evaluations and Risk Taking	37
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	36
Fast and Simple Solutions of Blotto Games	36
In This Issue	36
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	35

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	35
Editorial Board	33
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	32
Technical Note—First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	31
Optimal Regularized Online Allocation by Adaptive Re-Solving	31
Data-Driven Ranking and Selection Under Input Uncertainty	31
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	31
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	29
Estimation of High-Dimensional Contextual Pricing Models with Nonparametric Price Confounders	29
Network Revenue Management Under a Spiked Multinomial Logit Choice Model	29
Dynamic Programming in Ordered Vector Space	28
Deepest Cuts for Benders Decomposition	28
Package Bids in Combinatorial Electricity Auctions: Selection, Welfare Losses, and Alternatives	27
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	27
Revenue Maximization and Learning in Product Ranking	26
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	26
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	25
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	25
In This Issue	24
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	24
A Stationary Mean-Field Equilibrium Model of Irreversible Investment in a Two-Regime Economy	24
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	23
In This Issue	23
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	23
Feature-Based Dynamic Matching	23
Modeling the Risk in Mortality Projections	23
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	23
Exit Spirals in Coupled Networked Markets	23
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	22
Optimizing the Path Towards Plastic-Free Oceans	22
Online Joint Assortment-Inventory Optimization Under MNL Choices	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
Jointly Modeling and Clustering Tensors in High Dimensions	21
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	21
In This Apportionment Lottery, the House Always Wins	20
Near-Optimal Pricing and Resource Allocation in a Large-Scale Service System	20
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	20
Robust Queue Inference from Waiting Times	20
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	19
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	19
Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays	19
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	19
Deep Learning for High-Dimensional Continuous-Time Stochastic Optimal Control Without Explicit Solution	19
Statistical Inference for Aggregation of Malmquist Productivity Indices	19
Editorial Board	18
Hard and Soft Defense Against a Sequence of Aerial Threats	18
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	18
Binary Diversification Characterizes Exact Capacities	18

Dynamic Pricing and Matching for Two-Sided Queues	18
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	18
Preface to the Special Issue on Behavioral Queueing Science: The Need for a Multidisciplinary Approach	18
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	17
E-Commerce Order Fulfillment Problem with Limited Time Window	17
Consistency Cuts for Dantzig-Wolfe Reformulations	17
Political Districting to Minimize County Splits	17
Dual Sourcing Made Easy: Distributionally Robust Optimization of Inventory Systems Under Independent Demand	17
Spectral Ranking Inferences Based on General Multiway Comparisons	17
Minimax Optimal Estimation of Stability Under Distribution Shift	17
Preservation of Multimodularity: New Results and Applications	17
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	17
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	16
Optimal No-Regret Learning in Repeated First-Price Auctions	16
A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation	16
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	16
Smoothness-Adaptive Contextual Bandits	16
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	16
Dual-Directed Algorithm Design for Efficient Pure Exploration	16
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	16
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	16
Assortment and Price Optimization Under a Multiattribute (Contextual) Choice Model	16
Data Aggregation and Demand Prediction	16
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	15
Regime-Dependent Approximations for the Single-Item Dynamic Pricing Problem	15
Selection of the Most Probable Best	15
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	15
Technical Note—Multistage Robust Mixed-Integer Programming	15
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	15
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	15
A Pareto Dominance Principle for Data-Driven Optimization	15
Learning Product Rankings Robust to Fake Users	15
Is Your Price Personalized? Alleviating Customer Concerns with Inventory Availability Information	15
The Fragility of Optimized Bandit Algorithms	15
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	15
Distributionally Robust Optimization Under Distorted Expectations	14
Optimal Feature-Based Market Segmentation and Pricing	14
A Data-Driven Approach to Improve Artisans’ Productivity in Distributed Supply Chains	14
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	14
You Are the Best Reviewer of Your Own Papers: The Isotonic Mechanism	14
Contextual Search in the Presence of Adversarial Corruptions	14
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	14
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	14
The Pandora’s Box Problem with Sequential Inspections	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
Procurement for Assembly Systems Under Supply Uncertainty: Optimal Mechanisms	14
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	14
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	14
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	14
Pooling Agents for Customer-Intensive Services	14
Online Tensor Inference	14
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	14
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	14
Rate-Optimal Online Learning for Dynamic Assortment Selection with Positioning	14
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	14
Data-Driven Minimax Optimization with Expectation Constraints	14
A Note on Piecewise Affine Decision Rules for Robust, Stochastic, and Data-Driven Optimization	14
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	13
New Venture Creation: A Drift-Variance Diffusion Control Model	13
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	13
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	13
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	13
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	13
Infinite-Dimensional Fisher Markets and Tractable Fair Division	13
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	13
Matching Drivers to Riders: A Two-Stage Robust Approach	13
Process Flexibility: A Distribution-Free Approach to Long Chain Resilience	12
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	12
Post Reinforcement Learning Inference	12
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	12
Load Balancing Using Sparse Communication	12
The Anchor-Robust Project Scheduling Problem	12
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	12
Learning to Schedule in Multiclass Many-Server Queues with Abandonment	12
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	12
Persuading Risk-Conscious Agents: A Geometric Approach	12
Robust Assortment Optimization Under the Markov Chain Choice Model	12
Optimal Auction Design with Deferred Inspection and Reward	12
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	12

Platform Disintermediation: Information Effects and Pricing Remedies	11
Who Is Next: Patient Prioritization Under Emergency Department Blocking	11
Scalable Reinforcement Learning for Multiagent Networked Systems	11
Continuity, Uniqueness, and Long-Term Behavior of Nash Flows over Time	11
Dynamic Stochastic Matching Under Limited Time	11
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	11
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	11
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	11
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	11
Building a Location-Based Set of Social Media Users	11
Lagrangian Inference for Ranking Problems	11
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	11
In This Issue	11
Naive Learning Through Probability Overmatching	11
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	11
Revenue Management of a Professional Services Firm with Quality Revelation	11
A Strongly Polynomial Algorithm for Linear Exchange Markets	10
Technical Note—Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees	10
Regularized Aggregation of One-Off Probability Predictions	10
Assortment Optimization with Replacement Options for Retail Platforms with Stockout Risk	10
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	10
On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design	10
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation	10
Convergence and Inference of Stream Stochastic Gradient Descent, with Applications to Queueing Systems and Inventory Control	10
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	10
Technical Note—The Generalized Sethi Advertising Model	10
Ranking and Contextual Selection	10
Reliable Off-Policy Evaluation for Reinforcement Learning	10
Recovering Dantzig–Wolfe Bounds by Cutting Planes	10
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	10
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	10
Utility Preference Robust Optimization with Moment-Type Information Structure	10
Exploiting Random Lead Times for Significant Inventory Cost Savings	10
In This Issue	10
Many-Server Queueing Systems with Heterogeneous Strategic Servers in Heavy Traffic	10
In This Issue	10
The Power of Adaptivity for Stochastic Submodular Cover	10
Wasserstein Distributionally Robust Optimization and Variation Regularization	10
Testing, Voluntary Social Distancing, and the Spread of an Infection	10
Uncertainty Quantification and Exploration for Reinforcement Learning	9
Mixed-Integer Optimization with Constraint Learning	9
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	9
2025 Operations Research Reviewer Meritorious Service Awards	9
Bayesian and Randomized Clock Auctions	9
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	9
Efficient Resource Allocation Contracts to Reduce Adverse Events	9
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	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
Improving Upon the Generalized c μ Rule: A Whittle Approach	9
Beyond O(T) Regret: Decoupling Learning and Decision Making in Online Linear Programming	9
Robustness of Proactive Intensive Care Unit Transfer Policies	9
Optimization Formulations for Storage Devices with Disjoint Operating Modes	9
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	9
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	9
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	9
Static Pricing for Multi-unit Prophet Inequalities	9
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	9
Technical Note—Dynamic Mechanism Design with Capacity Constraint	9
In This Issue	9
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	9
Linear Classifiers Under Infinite Imbalance	9
Editorial Board	8
Technical Note—Ranking Distributions When Only Means and Variances Are Known	8
Technical Note—Online Hypergraph Matching with Delays	8
Individualized Dynamic Patient Monitoring Under Alarm Fatigue	8
Sensitivity Analysis Under the f -Sensitivity Model: A Distributional Robustness Perspective	8
Stochastic Localization Methods for Convex Discrete Optimization via Simulation	8
Revenue Maximization Under Unknown Private Values with Nonobligatory Inspection	8
Technical Note—A Data-Driven Approach to Beating SAA Out of Sample	8
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models	8
Algorithms for Loot Box Design	8
Asymptotic Product-Form Steady State for Generalized Jackson Networks in Multiscale Heavy Traffic	8
Erratum to Online Allocation and Pricing: Constant Regret via Bellman Inequalities	8
An Optimal Control Framework for Online Job Scheduling with General Cost Functions	8
Characterizing Rational Transplant Program Response to Outcome-Based Regulation	8
Weighted Scoring Rules and Convex Risk Measures	8
Foresee the Next Line: Customer Strategies and Information Disclosure in Tandem Queues	8
Technical Note—Data-Driven Profit Estimation Error in the Newsvendor Model	8
Decision Making with Side Information: A Causal Transport Robust Approach	8
The Generalized c/μ Rule for Queues with Heterogeneous Server Pools	8
Customer Scheduling in Large Service Systems Under Model Uncertainty	8
Casting Light on the Hidden Bilevel Combinatorial Structure of the Capacitated Vertex Separator Problem	8
Endogenous Inverse Demand Functions	8
A Mutual Catastrophe Insurance Framework for Horizontal Collaboration in Prepositioning Strategic Reserves	7
Appointment Scheduling of Outpatient Clinical Services Under Uncertain Patient Flows	7
The Cut-and-Play Algorithm: Computing Nash Equilibria via Outer Approximations	7
Event-Triggered Bayesian Control Chart	7
Mixed-Projection Conic Optimization: A New Paradigm for Modeling Rank Constraints	7
Multivariate Almost Stochastic Dominance: Transfer Characterizations and Sufficient Conditions Under Dependence Uncertainty	7
Joint Assortment Optimization and Customization Under a Mixture of Multinomial Logit Models: On the Value of Personalized Assortments	7
Optimized Dimensionality Reduction for Moment-Based Distributionally Robust Optimization	7
Online Planning in Nonstationary Environments	7
Dual Sourcing in an Assembly System: A Simple and Effective Critical-Set Base-Surge Policy	7
Risk-Aware Linear Bandits: Theory and Applications in Smart Order Routing	7