Operations Research

Article	Citations
Editorial Board	69
In This Issue	61
Change-Point Detection in Dynamic Networks with Missing Links	56
The Price of Fairness of Scheduling a Scarce Resource	54
Community-Engaged School District Design: A Stream-Based Approach	48
Scores for Multivariate Distributions and Level Sets	45
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	43
Comparing Sequential Forecasters	43
Portfolio Selection, Periodic Evaluations and Risk Taking	42
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	42
Optimal Dynamic Momentum Strategies	39
Optimal Cash Management with Payables Finance	37
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	37
Dynamic Inventory Control with Fixed Setup Costs and Unknown Discrete Demand Distribution	34
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	34
Introduction: Special Issue Honoring Kenneth Arrow	34
Fast Quantum Subroutines for the Simplex Method	33
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	33
Black-Box Acceleration of Monotone Convex Program Solvers	33
New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	32
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	32
Side-Constrained Dynamic Traffic Equilibria	32
Fast and Simple Solutions of Blotto Games	30
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	30
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	30

Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	29
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	28
First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	27
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	26
Editorial Board	26
Data-Driven Ranking and Selection Under Input Uncertainty	25
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	25
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	25
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	25
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	24
Optimal Regularized Online Allocation by Adaptive Re-Solving	24
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	24
Optimal Learning Under Robustness and Time-Consistency	24
Technical Note—Consumer Choice and Market Expansion: Modeling, Optimization, and Estimation	23
Adversarial Patrolling in a Uniform	23
Deepest Cuts for Benders Decomposition	23
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	23
Network Revenue Management Under a Spiked Multinomial Logit Choice Model	22
In This Issue	22
Editorial Board	22
In This Issue	22
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	22
In This Apportionment Lottery, the House Always Wins	22
Dynamic Pricing and Matching for Two-Sided Queues	21
A Stationary Mean-Field Equilibrium Model of Irreversible Investment in a Two-Regime Economy	21
Robust Queue Inference from Waiting Times	20
Modeling the Risk in Mortality Projections	20
Integrated Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs	20
Gradient-Based Algorithms for Convex Discrete Optimization via Simulation	19
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	19
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	19
A First-Order Approach to Accelerated Value Iteration	19
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	19
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	18
Exit Spirals in Coupled Networked Markets	18
Stochastic Knapsack Revisited: The Service Level Perspective	18
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	18
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	18
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	18
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	18
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	18
On Solving a Class of Continuous Traffic Equilibrium Problems and Planning Facility Location Under Congestion	18
On a Deterministic Approximation of Inventory Systems with Sequential Service-Level Constraints	17
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	17
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	17
Jointly Modeling and Clustering Tensors in High Dimensions	17
Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays	17
Technical Note—Dynamic Data-Driven Estimation of Nonparametric Choice Models	17
Editorial Board	16
Optimizing the Path Towards Plastic-Free Oceans	16

Binary Diversification Characterizes Exact Capacities	16
Optimal Control of Partially Observable Semi-Markovian Failing Systems: An Analysis Using a Phase Methodology	16
Technical Note: Multistage Robust Mixed-Integer Programming	16
A Branch-and-Repair Method for Three-Dimensional Bin Selection and Packing in E-Commerce	16
Statistical Inference for Aggregation of Malmquist Productivity Indices	16
Computing Constrained Shortest-Paths at Scale	15
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	15
Political Districting to Minimize County Splits	15
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	15
Consistency Cuts for Dantzig-Wolfe Reformulations	15
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	15
Legal Assignments and Fast EADAM with Consent via Classic Theory of Stable Matchings	15
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	15
Hard and Soft Defense Against a Sequence of Aerial Threats	15
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	15
Minimax Optimal Estimation of Stability Under Distribution Shift	15
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	14
Preface to the Special Issue on Behavioral Queueing Science: The Need for a Multidisciplinary Approach	14
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	14
Learning Product Rankings Robust to Fake Users	14
Data Aggregation and Demand Prediction	14
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	14
Smoothness-Adaptive Contextual Bandits	14
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	14
A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation	13
The Fragility of Optimized Bandit Algorithms	13
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator	13
Time Consistency of the Mean-Risk Problem	13
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	13
Selection of the Most Probable Best	13
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	13
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	13
A Pareto Dominance Principle for Data-Driven Optimization	13
Optimal No-Regret Learning in Repeated First-Price Auctions	13
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	13
1.79-Approximation Algorithms for Continuous Review Single-Sourcing Lost-Sales and Dual-Sourcing Inventory Models	13
Infinite-Dimensional Fisher Markets and Tractable Fair Division	12
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	12
Axiomatizing the Bayesian Paradigm in Parallel Small Worlds	12
Transmission Capacity Allocation in Zonal Electricity Markets	12
Calibration of Distributionally Robust Empirical Optimization Models	12
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	12
Contextual Search in the Presence of Adversarial Corruptions	12
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	12
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	12
Inventory Sharing for Perishable Products: Application to Platelet Inventory Management in Hospital Blood Banks	12
Systemic Risk-Driven Portfolio Selection	12
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	12
Subsampling to Enhance Efficiency in Input Uncertainty Quantification	12
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	12
Pooling Agents for Customer-Intensive Services	12
Distributionally Robust Optimization Under Distorted Expectations	12
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	11
Distributionally Robust Linear and Discrete Optimization with Marginals	11
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	11
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	11
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	11
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	11
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	11
Inventory Integration with Rational Consumers	11
Data-Driven Minimax Optimization with Expectation Constraints	11
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	11
Robust Assortment Optimization Under the Markov Chain Choice Model	11
“Now or Later?” When to Deploy Qualification Screening in Open-Bid Auction for Re-Sourcing	10
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	10
Scalable Reinforcement Learning for Multiagent Networked Systems	10
Optimal Sequential Multiclass Diagnosis	10
The Gap Function: Evaluating Integer Programming Models over Multiple Right-Hand Sides	10
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	10
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	10
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	10
Persuading Risk-Conscious Agents: A Geometric Approach	10
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	10
Always Valid Inference: Continuous Monitoring of A/B Tests	10
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	10
Lagrangian Inference for Ranking Problems	10
New Venture Creation: A Drift-Variance Diffusion Control Model	10
Dual Moments and Risk Attitudes	10
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	10
Optimal Auction Design with Deferred Inspection and Reward	10

Learning to Schedule in Multiclass Many-Server Queues with Abandonment	10
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	9
The Anchor-Robust Project Scheduling Problem	9
Detecting Bots and Assessing Their Impact in Social Networks	9
Revenue Management of a Professional Services Firm with Quality Revelation	9
Quantile Markov Decision Processes	9
Naive Learning Through Probability Overmatching	9
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	9
Fast Core Pricing for Rich Advertising Auctions	9
Reliable Off-Policy Evaluation for Reinforcement Learning	9
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	9
Market Efficient Portfolios in a Systemic Economy	9
Regularized Aggregation of One-Off Probability Predictions	9
Technical Note—Capacitated Assortment Optimization: Hardness and Approximation	9
Editorial Board	9
Building a Location-Based Set of Social Media Users	9
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	9
Single Allocation Hub Location with Heterogeneous Economies of Scale	9
Technical Note—Approximating Systems Fed by Poisson Processes with Rapidly Changing Arrival Rates	9
A Token-Based Central Queue with Order-Independent Service Rates	8
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	8
Robustness of Proactive Intensive Care Unit Transfer Policies	8
In This Issue	8
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators	8
Dynamic Stochastic Matching Under Limited Time	8
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	8
The Power of Adaptivity for Stochastic Submodular Cover	8
Utility Preference Robust Optimization with Moment-Type Information Structure	8
Technical Note—Dynamic Mechanism Design with Capacity Constraint	8
Integrated Ad Delivery Planning for Targeted Display Advertising	8
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	8
M♮-Convexity and Its Applications in Operations	8
Mean Field Equilibrium: Uniqueness, Existence, and Comparative Statics	8
Who Is Next: Patient Prioritization Under Emergency Department Blocking	8
Technical Note—The Generalized Sethi Advertising Model	8
Ranking and Contextual Selection	8
A Strongly Polynomial Algorithm for Linear Exchange Markets	8
Misinformation and Disinformation in Modern Warfare	8
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	8
Recovering Dantzig–Wolfe Bounds by Cutting Planes	8
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	8
Timing It Right: Balancing Inpatient Congestion vs. Readmission Risk at Discharge	8
Static Pricing for Multi-unit Prophet Inequalities	7
Search in the Dark: The Case with Recall and Gaussian Learning	7
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	7
Uncertainty Quantification and Exploration for Reinforcement Learning	7
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	7
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	7
In This Issue	7
Exploiting Random Lead Times for Significant Inventory Cost Savings	7
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation	7
Technical Note—Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees	7
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	7
Optimization Formulations for Storage Devices with Disjoint Operating Modes	7
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA	7
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	7
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	7
Bayesian and Randomized Clock Auctions	7
Testing, Voluntary Social Distancing, and the Spread of an Infection	7
On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design	7
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	7
Spatio-Temporal Pricing for Ridesharing Platforms	7
Efficient Resource Allocation Contracts to Reduce Adverse Events	7
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model	7
Linear Classifiers Under Infinite Imbalance	7
Continuous Assortment Optimization with Logit Choice Probabilities and Incomplete Information	7
Mixed-Integer Optimization with Constraint Learning	7
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	7
Wasserstein Distributionally Robust Optimization and Variation Regularization	7
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	7
Editorial Board	6
Queueing Dynamics and State Space Collapse in Fragmented Limit Order Book Markets	6
Vessel Service Planning in Seaports	6
Technical Note: What’s in a Constraint? On the Ambiguity of Standard Delay Targets	6
In This Issue	6
Revenue Maximization Under Unknown Private Values with Nonobligatory Inspection	6
Column-Randomized Linear Programs: Performance Guarantees and Applications	6
Finite-Sample Guarantees for Wasserstein Distributionally Robust Optimization: Breaking the Curse of Dimensionality	6
Stochastic Localization Methods for Convex Discrete Optimization via Simulation	6
Technical Note—A Data-Driven Approach to Beating SAA Out of Sample	6
Characterizing Rational Transplant Program Response to Outcome-Based Regulation	6
Atomic Dynamic Flow Games: Adaptive vs. Nonadaptive Agents	6
Technical Note: Dynamic Duopolistic Competition with Sticky Prices	6
In This Issue	6
Matching Impatient and Heterogeneous Demand and Supply	6
Individualized Dynamic Patient Monitoring Under Alarm Fatigue	6
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models	6
Technical Note—Online Hypergraph Matching with Delays	6
The Strategic Benefit of Request for Proposal/Quotation	6
Online Learning for Constrained Assortment Optimization Under Markov Chain Choice Model	6
Learning to Persuade on the Fly: Robustness Against Ignorance	6
Every Choice Function Is Pro-Con Rationalizable	6
A Fluid Model for One-Sided Bipartite Matching Queues with Match-Dependent Rewards	6
An Optimal Control Framework for Online Job Scheduling with General Cost Functions	6
Logarithmic Regret in Multisecretary and Online Linear Programs with Continuous Valuations	6