Operations Research

Article	Citations
Editorial Board	93
Editorial Board	75
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	74
Fast Quantum Subroutines for the Simplex Method	67
Scores for Multivariate Distributions and Level Sets	61
Portfolio Selection, Periodic Evaluations and Risk Taking	58
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	58
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	51
Introduction: Special Issue Honoring Kenneth Arrow	50
Black-Box Acceleration of Monotone Convex Program Solvers	50
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	49
Side-Constrained Dynamic Traffic Equilibria	48
Fast and Simple Solutions of Blotto Games	47
Optimal Dynamic Momentum Strategies	43
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	42
Comparing Sequential Forecasters	41
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	41
Community-Engaged School District Design: A Stream-Based Approach	40
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	39
Change-Point Detection in Dynamic Networks with Missing Links	39
The Price of Fairness of Scheduling a Scarce Resource	38
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	38
Optimal Cash Management with Payables Finance	37
Dynamic Inventory Control with Fixed Setup Costs and Unknown Discrete Demand Distribution	36
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	34
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	33
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	32
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	31
Adversarial Patrolling in a Uniform	31
Deepest Cuts for Benders Decomposition	31
Package Bids in Combinatorial Electricity Auctions: Selection, Welfare Losses, and Alternatives	31
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	31
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	30
Data-Driven Ranking and Selection Under Input Uncertainty	30
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	30
Optimal Regularized Online Allocation by Adaptive Re-Solving	30
Editorial Board	30
Optimal Learning Under Robustness and Time-Consistency	30
Network Revenue Management Under a Spiked Multinomial Logit Choice Model	29
Technical Note—First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	29
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	29
Estimation of High-Dimensional Contextual Pricing Models with Nonparametric Price Confounders	29
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	28
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	28
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	27
In This Issue	27
In This Apportionment Lottery, the House Always Wins	27
A Stationary Mean-Field Equilibrium Model of Irreversible Investment in a Two-Regime Economy	27
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	26
A First-Order Approach to Accelerated Value Iteration	26
Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays	26
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	25
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	24
Exit Spirals in Coupled Networked Markets	24
Robust Queue Inference from Waiting Times	24
On Solving a Class of Continuous Traffic Equilibrium Problems and Planning Facility Location Under Congestion	24
In This Issue	24
Stochastic Knapsack Revisited: The Service Level Perspective	23
Optimizing the Path Towards Plastic-Free Oceans	23
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	23
Gradient-Based Algorithms for Convex Discrete Optimization via Simulation	22
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	22
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	22
Jointly Modeling and Clustering Tensors in High Dimensions	22
Near-Optimal Pricing and Resource Allocation in a Large-Scale Service System	21
A Branch-and-Repair Method for Three-Dimensional Bin Selection and Packing in E-Commerce	21
Modeling the Risk in Mortality Projections	21
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	21
Feature-Based Dynamic Matching	20
Dynamic Pricing and Matching for Two-Sided Queues	20
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	20
Statistical Inference for Aggregation of Malmquist Productivity Indices	20
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	20
Integrated Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs	20

Political Districting to Minimize County Splits	19
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	19
Is Your Price Personalized? Alleviating Customer Concerns with Inventory Availability Information	19
Editorial Board	19
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	19
Computing Constrained Shortest-Paths at Scale	19
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	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
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	18
Spectral Ranking Inferences Based on General Multiway Comparisons	18
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	18
A Pareto Dominance Principle for Data-Driven Optimization	17
A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation	17
Smoothness-Adaptive Contextual Bandits	17
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	17
Minimax Optimal Estimation of Stability Under Distribution Shift	17
Hard and Soft Defense Against a Sequence of Aerial Threats	17
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	16
E-Commerce Order Fulfillment Problem with Limited Time Window	16
Consistency Cuts for Dantzig-Wolfe Reformulations	16
Optimal No-Regret Learning in Repeated First-Price Auctions	16
Technical Note—Multistage Robust Mixed-Integer Programming	16
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	16
Binary Diversification Characterizes Exact Capacities	16
Learning Product Rankings Robust to Fake Users	16
Legal Assignments and Fast EADAM with Consent via Classic Theory of Stable Matchings	16
Data Aggregation and Demand Prediction	15
Selection of the Most Probable Best	15
Pooling Agents for Customer-Intensive Services	15
Procurement for Assembly Systems Under Supply Uncertainty: Optimal Mechanisms	15
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	15
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	15
The Fragility of Optimized Bandit Algorithms	15
A Data-Driven Approach to Improve Artisans’ Productivity in Distributed Supply Chains	15
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	15
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	15
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	15
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	15
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator	15
Distributionally Robust Optimization Under Distorted Expectations	15
1.79-Approximation Algorithms for Continuous Review Single-Sourcing Lost-Sales and Dual-Sourcing Inventory Models	14
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	14
Data-Driven Minimax Optimization with Expectation Constraints	14
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	14
Systemic Risk-Driven Portfolio Selection	14
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	14
Inventory Sharing for Perishable Products: Application to Platelet Inventory Management in Hospital Blood Banks	14
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	14
Rate-Optimal Online Learning for Dynamic Assortment Selection with Positioning	14
Distributionally Robust Linear and Discrete Optimization with Marginals	13
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	13
Infinite-Dimensional Fisher Markets and Tractable Fair Division	13
Subsampling to Enhance Efficiency in Input Uncertainty Quantification	13
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	13
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	13
You Are the Best Reviewer of Your Own Papers: The Isotonic Mechanism	13
Axiomatizing the Bayesian Paradigm in Parallel Small Worlds	13
Contextual Search in the Presence of Adversarial Corruptions	13
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	13
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	13
Dual Moments and Risk Attitudes	12
Optimal Auction Design with Deferred Inspection and Reward	12
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	12
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	12
Fast Core Pricing for Rich Advertising Auctions	12
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	12
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	12
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	12
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	12
Lagrangian Inference for Ranking Problems	12
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	12
The Gap Function: Evaluating Integer Programming Models over Multiple Right-Hand Sides	12
Persuading Risk-Conscious Agents: A Geometric Approach	12
Robust Assortment Optimization Under the Markov Chain Choice Model	12
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	12
Optimal Sequential Multiclass Diagnosis	12
Learning to Schedule in Multiclass Many-Server Queues with Abandonment	12
Load Balancing Using Sparse Communication	12
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	12

New Venture Creation: A Drift-Variance Diffusion Control Model	12
Scalable Reinforcement Learning for Multiagent Networked Systems	12
Post Reinforcement Learning Inference	12
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	12
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	12
Reliable Off-Policy Evaluation for Reinforcement Learning	11
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	11
Always Valid Inference: Continuous Monitoring of A/B Tests	11
Process Flexibility: A Distribution-Free Approach to Long Chain Resilience	11
Building a Location-Based Set of Social Media Users	11
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators	11
Dynamic Stochastic Matching Under Limited Time	11
Mean Field Equilibrium: Uniqueness, Existence, and Comparative Statics	11
Many-Server Queueing Systems with Heterogeneous Strategic Servers in Heavy Traffic	11
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	11
Matching Drivers to Riders: A Two-Stage Robust Approach	11
Market Efficient Portfolios in a Systemic Economy	11
Detecting Bots and Assessing Their Impact in Social Networks	11
Naive Learning Through Probability Overmatching	11
Revenue Management of a Professional Services Firm with Quality Revelation	11
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	11
The Anchor-Robust Project Scheduling Problem	11
Technical Note—Capacitated Assortment Optimization: Hardness and Approximation	11
Regularized Aggregation of One-Off Probability Predictions	11
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	11
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	11
Quantile Markov Decision Processes	11
Who Is Next: Patient Prioritization Under Emergency Department Blocking	11
A Strongly Polynomial Algorithm for Linear Exchange Markets	10
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	10
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation	10
Spatio-Temporal Pricing for Ridesharing Platforms	10
Testing, Voluntary Social Distancing, and the Spread of an Infection	10
A Token-Based Central Queue with Order-Independent Service Rates	10
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	10
In This Issue	10
Exploiting Random Lead Times for Significant Inventory Cost Savings	10
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	10
Utility Preference Robust Optimization with Moment-Type Information Structure	10
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	10
Technical Note—Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees	10
The Power of Adaptivity for Stochastic Submodular Cover	10
Single Allocation Hub Location with Heterogeneous Economies of Scale	10
Misinformation and Disinformation in Modern Warfare	10
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	10
Recovering Dantzig–Wolfe Bounds by Cutting Planes	9
On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design	9
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	9
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA	9
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model	9
Bayesian and Randomized Clock Auctions	9
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	9
Wasserstein Distributionally Robust Optimization and Variation Regularization	9
Technical Note—Dynamic Mechanism Design with Capacity Constraint	9
Robustness of Proactive Intensive Care Unit Transfer Policies	9
Linear Classifiers Under Infinite Imbalance	9
Search in the Dark: The Case with Recall and Gaussian Learning	9
Static Pricing for Multi-unit Prophet Inequalities	9
Continuous Assortment Optimization with Logit Choice Probabilities and Incomplete Information	9
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	9
Efficient Resource Allocation Contracts to Reduce Adverse Events	9
Technical Note—The Generalized Sethi Advertising Model	9
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	9
In This Issue	9
Optimization Formulations for Storage Devices with Disjoint Operating Modes	9
Foresee the Next Line: Customer Strategies and Information Disclosure in Tandem Queues	9
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	9
Uncertainty Quantification and Exploration for Reinforcement Learning	9
In This Issue	9
Ranking and Contextual Selection	9
The Generalized c/μ Rule for Queues with Heterogeneous Server Pools	8
Core Pricing in Combinatorial Exchanges with Financially Constrained Buyers: Computational Hardness and Algorithmic Solutions	8
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	8
Mixed-Integer Optimization with Constraint Learning	8
Customer Scheduling in Large Service Systems Under Model Uncertainty	8
Technical Note—A Data-Driven Approach to Beating SAA Out of Sample	8
Technical Note—Ranking Distributions When Only Means and Variances Are Known	8
Iterative Collaborative Filtering for Sparse Matrix Estimation	8
Editorial Board	8
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	8
Logarithmic Regret in Multisecretary and Online Linear Programs with Continuous Valuations	8
Column-Randomized Linear Programs: Performance Guarantees and Applications	8
An Optimal Control Framework for Online Job Scheduling with General Cost Functions	8
Endogenous Inverse Demand Functions	8
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models	8
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	8
Technical Note—Online Hypergraph Matching with Delays	8
Characterizing Rational Transplant Program Response to Outcome-Based Regulation	8
Weighted Scoring Rules and Convex Risk Measures	8
Revenue Maximization Under Unknown Private Values with Nonobligatory Inspection	8
Stochastic Localization Methods for Convex Discrete Optimization via Simulation	8
Online Learning for Constrained Assortment Optimization Under Markov Chain Choice Model	7
Online Planning in Nonstationary Environments	7
Event-Triggered Bayesian Control Chart	7
Strong Optimal Classification Trees	7