Operations Research

Article	Citations
Editorial Board	113
Scores for Multivariate Distributions and Level Sets	96
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	72
Black-Box Acceleration of Monotone Convex Program Solvers	72
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	68
Optimal Cash Management with Payables Finance	65
The Price of Fairness of Scheduling a Scarce Resource	65
Portfolio Selection, Periodic Evaluations and Risk Taking	61
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	58
Change-Point Detection in Dynamic Networks with Missing Links	49
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	48
Community-Engaged School District Design: A Stream-Based Approach	46
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	44
In This Issue	41
Fast and Simple Solutions of Blotto Games	40
Fast Quantum Subroutines for the Simplex Method	40
Invariant Distributions in Nonlinear Markov Chains with Aggregators: Theory, Computation, and Applications	39
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	39
Comparing Sequential Forecasters	39
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	39
Side-Constrained Dynamic Traffic Equilibria	37
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	37
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	35
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	35
Editorial Board	35

New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	35
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	32
Technical Note—First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	32
Optimal Regularized Online Allocation by Adaptive Re-Solving	32
Estimation of High-Dimensional Contextual Pricing Models with Nonparametric Price Confounders	31
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	30
Revenue Maximization and Learning in Product Ranking	29
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	29
Data-Driven Ranking and Selection Under Input Uncertainty	28
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	28
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	27
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	27
Package Bids in Combinatorial Electricity Auctions: Selection, Welfare Losses, and Alternatives	27
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	26
Deepest Cuts for Benders Decomposition	26
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	25
Dynamic Programming in Ordered Vector Space	25
Gradient-Based Algorithms for Convex Discrete Optimization via Simulation	25
In This Issue	25
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	25
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	25
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	24
Exit Spirals in Coupled Networked Markets	24
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	24
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	24
Jointly Modeling and Clustering Tensors in High Dimensions	23
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	23
In This Issue	23
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	22
Near-Optimal Pricing and Resource Allocation in a Large-Scale Service System	22
Robust Queue Inference from Waiting Times	22
Optimizing the Path Towards Plastic-Free Oceans	21
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	21
Deep Learning for High-Dimensional Continuous-Time Stochastic Optimal Control Without Explicit Solution	21
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	21
A First-Order Approach to Accelerated Value Iteration	20
Dynamic Pricing and Matching for Two-Sided Queues	20
A Stationary Mean-Field Equilibrium Model of Irreversible Investment in a Two-Regime Economy	20
A Branch-and-Repair Method for Three-Dimensional Bin Selection and Packing in E-Commerce	20
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	20
Statistical Inference for Aggregation of Malmquist Productivity Indices	20
In This Apportionment Lottery, the House Always Wins	20
Feature-Based Dynamic Matching	20
Minimax Optimal Estimation of Stability Under Distribution Shift	19
Online Joint Assortment-Inventory Optimization Under MNL Choices	19
Hard and Soft Defense Against a Sequence of Aerial Threats	19
Preservation of Multimodularity: New Results and Applications	19
In This Issue	19
Preface to the Special Issue on Behavioral Queueing Science: The Need for a Multidisciplinary Approach	19
Binary Diversification Characterizes Exact Capacities	19

Editorial Board	19
E-Commerce Order Fulfillment Problem with Limited Time Window	18
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	18
Optimal No-Regret Learning in Repeated First-Price Auctions	18
Spectral Ranking Inferences Based on General Multiway Comparisons	18
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	18
Consistency Cuts for Dantzig-Wolfe Reformulations	18
Is Your Price Personalized? Alleviating Customer Concerns with Inventory Availability Information	17
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	17
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	17
Dual-Directed Algorithm Design for Efficient Pure Exploration	17
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	17
Technical Note—Multistage Robust Mixed-Integer Programming	17
Smoothness-Adaptive Contextual Bandits	17
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	17
Learning Product Rankings Robust to Fake Users	16
Regime-Dependent Approximations for the Single-Item Dynamic Pricing Problem	16
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	16
Assortment and Price Optimization Under a Multiattribute (Contextual) Choice Model	16
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	16
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	16
A Pareto Dominance Principle for Data-Driven Optimization	16
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	16
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	16
Data Aggregation and Demand Prediction	16
Dual Sourcing Made Easy: Distributionally Robust Optimization of Inventory Systems Under Independent Demand	16
Political Districting to Minimize County Splits	16
Mean-Risk Traffic Assignment Under the Continuously Distributed Risk-Aversion Factor	15
The Fragility of Optimized Bandit Algorithms	15
Distributionally Robust Optimization Under Distorted Expectations	15
Optimal Feature-Based Market Segmentation and Pricing	15
Selection of the Most Probable Best	15
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	15
Pooling Agents for Customer-Intensive Services	15
A Data-Driven Approach to Improve Artisans’ Productivity in Distributed Supply Chains	15
Procurement for Assembly Systems Under Supply Uncertainty: Optimal Mechanisms	15
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	15
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	15
Inventory Sharing for Perishable Products: Application to Platelet Inventory Management in Hospital Blood Banks	15
Online Tensor Inference	15
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	14
Rate-Optimal Online Learning for Dynamic Assortment Selection with Positioning	14
Data-Driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information	14
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	14
Infinite-Dimensional Fisher Markets and Tractable Fair Division	14
The Pandora’s Box Problem with Sequential Inspections	14
Data-Driven Minimax Optimization with Expectation Constraints	14
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	14
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	14
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	14
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	14
You Are the Best Reviewer of Your Own Papers: The Isotonic Mechanism	14
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	14
Contextual Search in the Presence of Adversarial Corruptions	14
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	14
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	13
Process Flexibility: A Distribution-Free Approach to Long Chain Resilience	13
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	13
A Note on Piecewise Affine Decision Rules for Robust, Stochastic, and Data-Driven Optimization	13
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	13
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	13
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	13
Load Balancing Using Sparse Communication	13
Persuading Risk-Conscious Agents: A Geometric Approach	13
New Venture Creation: A Drift-Variance Diffusion Control Model	12
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	12
The Anchor-Robust Project Scheduling Problem	12
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	12
Scalable Reinforcement Learning for Multiagent Networked Systems	12
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	12
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	12
Matching Drivers to Riders: A Two-Stage Robust Approach	12
Learning to Schedule in Multiclass Many-Server Queues with Abandonment	12
Platform Disintermediation: Information Effects and Pricing Remedies	12
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	12
Optimal Auction Design with Deferred Inspection and Reward	12
Robust Assortment Optimization Under the Markov Chain Choice Model	12
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	12
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	12
Lagrangian Inference for Ranking Problems	12

A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	12
Post Reinforcement Learning Inference	12
Revenue Management of a Professional Services Firm with Quality Revelation	11
Many-Server Queueing Systems with Heterogeneous Strategic Servers in Heavy Traffic	11
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	11
In This Issue	11
Optimality of Nonadaptive Algorithms in Online Submodular Welfare Maximization with Stochastic Outcomes	11
Utility Preference Robust Optimization with Moment-Type Information Structure	11
Naive Learning Through Probability Overmatching	11
Assortment Optimization with Replacement Options for Retail Platforms with Stockout Risk	11
Regularized Aggregation of One-Off Probability Predictions	11
Reliable Off-Policy Evaluation for Reinforcement Learning	11
Continuity, Uniqueness, and Long-Term Behavior of Nash Flows over Time	11
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	11
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	11
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	11
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	11
Building a Location-Based Set of Social Media Users	11
Who Is Next: Patient Prioritization Under Emergency Department Blocking	11
In This Issue	11
Ranking and Contextual Selection	11
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	10
Linear Classifiers Under Infinite Imbalance	10
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	10
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	10
Robustness of Proactive Intensive Care Unit Transfer Policies	10
A Strongly Polynomial Algorithm for Linear Exchange Markets	10
Technical Note—The Generalized Sethi Advertising Model	10
In This Issue	10
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	10
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	10
Wasserstein Distributionally Robust Optimization and Variation Regularization	10
Convergence and Inference of Stream Stochastic Gradient Descent, with Applications to Queueing Systems and Inventory Control	10
Technical Note—Dynamic Mechanism Design with Capacity Constraint	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
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	10
Bayesian and Randomized Clock Auctions	10
In This Issue	10
The Power of Adaptivity for Stochastic Submodular Cover	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
Recovering Dantzig–Wolfe Bounds by Cutting Planes	10
Mixed-Integer Optimization with Constraint Learning	9
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	9
2025 Operations Research Reviewer Meritorious Service Awards	9
Optimization Formulations for Storage Devices with Disjoint Operating Modes	9
Editorial Board	9
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models	9
Erratum to Online Allocation and Pricing: Constant Regret via Bellman Inequalities	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
Efficient Resource Allocation Contracts to Reduce Adverse Events	9
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	9
Foresee the Next Line: Customer Strategies and Information Disclosure in Tandem Queues	9
Beyond O(T) Regret: Decoupling Learning and Decision Making in Online Linear Programming	9
Technical Note—Data-Driven Profit Estimation Error in the Newsvendor Model	9
Matching Impatient and Heterogeneous Demand and Supply	9
Uncertainty Quantification and Exploration for Reinforcement Learning	9
Improving Upon the Generalized c μ Rule: A Whittle Approach	9
Algorithms for Loot Box Design	9
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	9
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	9
Editorial Board	9
Stochastic Localization Methods for Convex Discrete Optimization via Simulation	9
Static Pricing for Multi-unit Prophet Inequalities	9
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	9
Weighted Scoring Rules and Convex Risk Measures	8
Individualized Dynamic Patient Monitoring Under Alarm Fatigue	8
Technical Note—Cloud Cost Optimization: Model, Bounds, and Asymptotics	8
Sensitivity Analysis Under the f -Sensitivity Model: A Distributional Robustness Perspective	8
Iterative Collaborative Filtering for Sparse Matrix Estimation	8
Nash Equilibria, Regularization, and Computation in Optimal Transport-Based Distributionally Robust Optimization	8
Logarithmic Regret in Multisecretary and Online Linear Programs with Continuous Valuations	8
Column-Randomized Linear Programs: Performance Guarantees and Applications	8
Characterizing Rational Transplant Program Response to Outcome-Based Regulation	8
An Optimal Control Framework for Online Job Scheduling with General Cost Functions	8
The Generalized c/μ Rule for Queues with Heterogeneous Server Pools	8
Technical Note—A Data-Driven Approach to Beating SAA Out of Sample	8
Endogenous Inverse Demand Functions	8
Technical Note—Ranking Distributions When Only Means and Variances Are Known	8
Revenue Maximization Under Unknown Private Values with Nonobligatory Inspection	8
Customer Scheduling in Large Service Systems Under Model Uncertainty	8
Finite-Sample Guarantees for Wasserstein Distributionally Robust Optimization: Breaking the Curse of Dimensionality	8
Near-Optimal Adaptive Policies for Serving Stochastically Departing Customers	7
Asymptotically Optimal Clearing Control of Backlogs in Multiclass Processing Systems	7
Mixed-Projection Conic Optimization: A New Paradigm for Modeling Rank Constraints	7
Dark Matter in (Volatility and) Equity Option Risk Premiums	7
Editorial Board	7
Strong Optimal Classification Trees	7
Joint Assortment Optimization and Customization Under a Mixture of Multinomial Logit Models: On the Value of Personalized Assortments	7
The Cut-and-Play Algorithm: Computing Nash Equilibria via Outer Approximations	7
In This Issue	7
Optimized Dimensionality Reduction for Moment-Based Distributionally Robust Optimization	7
Dual Sourcing in an Assembly System: A Simple and Effective Critical-Set Base-Surge Policy	7