Operations Research

Article	Citations
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	66
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	59
Editorial Board	54
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	51
Introduction: Special Issue Honoring Kenneth Arrow	45
In This Issue	42
Side-Constrained Dynamic Traffic Equilibria	41
The Price of Fairness of Scheduling a Scarce Resource	41
Change-Point Detection in Dynamic Networks with Missing Links	41
Optimal Dynamic Momentum Strategies	39
Community-Engaged School District Design: A Stream-Based Approach	38
New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	35
Comparing Sequential Forecasters	34
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	34
Fast Quantum Subroutines for the Simplex Method	34
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	33
Black-Box Acceleration of Monotone Convex Program Solvers	33
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	32
Scores for Multivariate Distributions and Level Sets	32
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	32
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	31
Dynamic Inventory Control with Fixed Setup Costs and Unknown Discrete Demand Distribution	30
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	30
Fast and Simple Solutions of Blotto Games	29
Procurement Mechanisms for Assortments of Differentiated Products	28

Portfolio Selection, Periodic Evaluations and Risk Taking	28
How Service Quality Variability Hurts Revenue When Customers Learn: Implications for Dynamic Personalized Pricing	28
Optimal Cash Management with Payables Finance	27
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	26
Sample Out-of-Sample Inference Based on Wasserstein Distance	26
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	25
Adversarial Patrolling in a Uniform	25
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees	25
Optimal Learning Under Robustness and Time-Consistency	24
Heteroscedastic Exponomial Choice	23
First-Stage Sampling in Ranking and Selection: Beyond Variance Estimation	23
Optimal Regularized Online Allocation by Adaptive Re-Solving	23
Network Revenue Management Under a Spiked Multinomial Logit Choice Model	23
Online Allocation and Pricing: Constant Regret via Bellman Inequalities	23
Editorial Board	23
Technical Note—Consumer Choice and Market Expansion: Modeling, Optimization, and Estimation	23
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	23
Data-Driven Ranking and Selection Under Input Uncertainty	23
Deepest Cuts for Benders Decomposition	22
Technical Note—Masking Anstreicher’s linx Bound for Improved Entropy Bounds	22
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	22
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	22
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	22
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective	21
Editorial Board	21
Exit Spirals in Coupled Networked Markets	21
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	21
Gradient-Based Algorithms for Convex Discrete Optimization via Simulation	20
Optimal Control of Partially Observable Semi-Markovian Failing Systems: An Analysis Using a Phase Methodology	20
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes	19
A Branch-and-Repair Method for Three-Dimensional Bin Selection and Packing in E-Commerce	18
Technical Note—An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem	18
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective	18
Technical Note—Dynamic Data-Driven Estimation of Nonparametric Choice Models	18
Technical Note—Greedy Algorithm for Multiway Matching with Bounded Regret	18
Technical Note—Risk-Averse Regret Minimization in Multistage Stochastic Programs	18
A First-Order Approach to Accelerated Value Iteration	18
Robust Queue Inference from Waiting Times	18
On Solving a Class of Continuous Traffic Equilibrium Problems and Planning Facility Location Under Congestion	18
Dynamic Pricing and Matching for Two-Sided Queues	18
Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays	18
The Gatekeeper’s Dilemma: “When Should I Transfer This Customer?”	17
In This Issue	17
A Planner-Trader Decomposition for Multimarket Hydro Scheduling	17
In This Issue	17
Stochastic Knapsack Revisited: The Service Level Perspective	17
Statistical Inference for Aggregation of Malmquist Productivity Indices	17
Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times	17
Optimizing the Path Towards Plastic-Free Oceans	17
In This Apportionment Lottery, the House Always Wins	16

Jointly Modeling and Clustering Tensors in High Dimensions	16
Modeling the Risk in Mortality Projections	16
Integrated Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs	16
Monetizing Positive Externalities to Mitigate the Infrastructure Underinvestment Problem	16
Joint Inventory and Pricing for a One-Warehouse Multistore Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing	16
On a Deterministic Approximation of Inventory Systems with Sequential Service-Level Constraints	16
Market Making and Incentives Design in the Presence of a Dark Pool: A Stackelberg Actor–Critic Approach	15
Preface to the Special Issue on Behavioral Queueing Science: The Need for a Multidisciplinary Approach	15
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence	15
Consistency Cuts for Dantzig-Wolfe Reformulations	15
Computing Constrained Shortest-Paths at Scale	15
Hard and Soft Defense Against a Sequence of Aerial Threats	15
Legal Assignments and Fast EADAM with Consent via Classic Theory of Stable Matchings	15
To Interfere or Not To Interfere: Information Revelation and Price-Setting Incentives in a Multiagent Learning Environment	15
Efficient Decentralized Multi-agent Learning in Asymmetric Bipartite Queueing Systems	15
Binary Diversification Characterizes Exact Capacities	15
Smoothness-Adaptive Contextual Bandits	15
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming	14
Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services	14
Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis	14
Editorial Board	14
Technical Note: Multistage Robust Mixed-Integer Programming	14
Political Districting to Minimize County Splits	14
Optimal Investment, Heterogeneous Consumption, and Best Time for Retirement	13
Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models	13
Asymptotically Optimal Control of a Centralized Dynamic Matching Market with General Utilities	13
A Pareto Dominance Principle for Data-Driven Optimization	13
Optimizing the Trade-off Between Batching and Waiting: Subadditive Dispatching	13
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization	13
Minimax Optimal Estimation of Stability Under Distribution Shift	13
Data Aggregation and Demand Prediction	13
Learning Product Rankings Robust to Fake Users	13
A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation	13
Optimal No-Regret Learning in Repeated First-Price Auctions	13
Pooling Agents for Customer-Intensive Services	12
1.79-Approximation Algorithms for Continuous Review Single-Sourcing Lost-Sales and Dual-Sourcing Inventory Models	12
Distributionally Robust Optimization Under Distorted Expectations	12
Early Reservation for Follow-up Appointments in a Slotted-Service Queue	12
Selection of the Most Probable Best	12
Calibration of Distributionally Robust Empirical Optimization Models	12
Time Consistency of the Mean-Risk Problem	12
Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls	12
Transmission Capacity Allocation in Zonal Electricity Markets	12
The Fragility of Optimized Bandit Algorithms	12
Inventory Sharing for Perishable Products: Application to Platelet Inventory Management in Hospital Blood Banks	12
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator	12
Systemic Risk-Driven Portfolio Selection	12
Contextual Search in the Presence of Adversarial Corruptions	11
On (Random-Order) Online Contention Resolution Schemes for the Matching Polytope of (Bipartite) Graphs	11
Distributionally Robust Linear and Discrete Optimization with Marginals	11
Data-Driven Minimax Optimization with Expectation Constraints	11
Subsampling to Enhance Efficiency in Input Uncertainty Quantification	11
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria	11
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity	11
Infinite-Dimensional Fisher Markets and Tractable Fair Division	11
Shortest-Job-First Scheduling in Many-Server Queues with Impatient Customers and Noisy Service-Time Estimates	11
A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation	11
Axiomatizing the Bayesian Paradigm in Parallel Small Worlds	11
Harvesting Solar Power Foments Prices in a Vicious Cycle: Breaking the Cycle with Price Mechanisms	11
Inventory Integration with Rational Consumers	11
Single-Product Assemble-to-Order Systems with Exogenous Lead Times	10
New Venture Creation: A Drift-Variance Diffusion Control Model	10
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	10
The Value of Coordination in Multimarket Bidding of Grid Energy Storage	10
Robust Assortment Optimization Under the Markov Chain Choice Model	10
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	10
The Anchor-Robust Project Scheduling Problem	10
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	10
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	10
Optimal Auction Design with Deferred Inspection and Reward	9
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	9
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	9
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	9
Always Valid Inference: Continuous Monitoring of A/B Tests	9
Technical Note—Capacitated Assortment Optimization: Hardness and Approximation	9
“Now or Later?” When to Deploy Qualification Screening in Open-Bid Auction for Re-Sourcing	9
Fast Core Pricing for Rich Advertising Auctions	9
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	9
Nonparametric Pricing Analytics with Customer Covariates	9
Learning to Schedule in Multiclass Many-Server Queues with Abandonment	9

Lagrangian Inference for Ranking Problems	9
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	9
Reliable Off-Policy Evaluation for Reinforcement Learning	9
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	9
The Gap Function: Evaluating Integer Programming Models over Multiple Right-Hand Sides	9
Scalable Reinforcement Learning for Multiagent Networked Systems	9
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	9
Persuading Risk-Conscious Agents: A Geometric Approach	9
Dual Moments and Risk Attitudes	9
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	9
Optimal Sequential Multiclass Diagnosis	9
Naive Learning Through Probability Overmatching	8
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators	8
Editorial Board	8
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	8
Optimal Contract for Machine Repair and Maintenance	8
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	8
Dynamic Stochastic Matching Under Limited Time	8
Mean Field Equilibrium: Uniqueness, Existence, and Comparative Statics	8
Regularized Aggregation of One-Off Probability Predictions	8
Single Allocation Hub Location with Heterogeneous Economies of Scale	8
Revenue Management of a Professional Services Firm with Quality Revelation	8
Technical Note—Approximating Systems Fed by Poisson Processes with Rapidly Changing Arrival Rates	8
Market Efficient Portfolios in a Systemic Economy	8
M♮-Convexity and Its Applications in Operations	8
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	8
Building a Location-Based Set of Social Media Users	8
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	8
Detecting Bots and Assessing Their Impact in Social Networks	8
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	8
Quantile Markov Decision Processes	8
Technical Note—Dynamic Mechanism Design with Capacity Constraint	7
A Token-Based Central Queue with Order-Independent Service Rates	7
In This Issue	7
Technical Note—Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees	7
An Approximate Analysis of Dynamic Pricing, Outsourcing, and Scheduling Policies for a Multiclass Make-to-Stock Queue in the Heavy Traffic Regime	7
Revenue Management with Heterogeneous Resources: Unit Resource Capacities, Advance Bookings, and Itineraries over Time Intervals	7
Utility Preference Robust Optimization with Moment-Type Information Structure	7
Exploiting Random Lead Times for Significant Inventory Cost Savings	7
Who Is Next: Patient Prioritization Under Emergency Department Blocking	7
Technical Note—The Generalized Sethi Advertising Model	7
Ranking and Contextual Selection	7
Recovering Dantzig–Wolfe Bounds by Cutting Planes	7
Integrated Ad Delivery Planning for Targeted Display Advertising	7
On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design	7
The Power of Adaptivity for Stochastic Submodular Cover	7
A Strongly Polynomial Algorithm for Linear Exchange Markets	7
Unit Commitment Without Commitment: A Dynamic Programming Approach for Managing an Integrated Energy System Under Uncertainty	7
Misinformation and Disinformation in Modern Warfare	7
Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management	7
Wasserstein Distributionally Robust Optimization and Variation Regularization	7
Static Pricing for Multi-unit Prophet Inequalities	6
Queueing Dynamics and State Space Collapse in Fragmented Limit Order Book Markets	6
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model	6
Bayesian and Randomized Clock Auctions	6
Mixed-Integer Optimization with Constraint Learning	6
Uncertainty Quantification and Exploration for Reinforcement Learning	6
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA	6
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions	6
Robustness of Proactive Intensive Care Unit Transfer Policies	6
In This Issue	6
Treatment Planning for Victims with Heterogeneous Time Sensitivities in Mass Casualty Incidents	6
Editorial Board	6
Search in the Dark: The Case with Recall and Gaussian Learning	6
Technical Note—Optimizing Risk-Balancing Return Under Discrete Choice Models	6
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization	6
Optimization Formulations for Storage Devices with Disjoint Operating Modes	6
Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff	6
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation	6
Testing, Voluntary Social Distancing, and the Spread of an Infection	6
Efficient Resource Allocation Contracts to Reduce Adverse Events	6
Linear Classifiers Under Infinite Imbalance	6
Weighted Scoring Rules and Convex Risk Measures	6
Column-Randomized Linear Programs: Performance Guarantees and Applications	6
On-Demand Ride-Matching in a Spatial Model with Abandonment and Cancellation	6
Branch-Cut-and-Price for the Robust Capacitated Vehicle Routing Problem with Knapsack Uncertainty	6
Continuous Assortment Optimization with Logit Choice Probabilities and Incomplete Information	6
Instrumenting While Experimenting: An Empirical Method for Competitive Pricing at Scale	6
Timing It Right: Balancing Inpatient Congestion vs. Readmission Risk at Discharge	6
Spatio-Temporal Pricing for Ridesharing Platforms	6
Sample and Computationally Efficient Stochastic Kriging in High Dimensions	6
The Effect of Social Preferences on Sales and Operations Planning	5
Placement Optimization in Refugee Resettlement	5
A Simultaneous Magnanti-Wong Method to Accelerate Benders Decomposition for the Metropolitan Container Transportation Problem	5
Atomic Dynamic Flow Games: Adaptive vs. Nonadaptive Agents	5
Joint Assortment Optimization and Customization Under a Mixture of Multinomial Logit Models: On the Value of Personalized Assortments	5
Technical Note—On the Convergence Rate of Stochastic Approximation for Gradient-Based Stochastic Optimization	5
Technical Note–A Simple Heuristic Policy for Stochastic Distribution Inventory Systems with Fixed Shipment Costs	5
Learning to Persuade on the Fly: Robustness Against Ignorance	5
Pricing with Samples	5
Online Learning for Constrained Assortment Optimization Under Markov Chain Choice Model	5
Seeding with Costly Network Information	5
Mixed-Projection Conic Optimization: A New Paradigm for Modeling Rank Constraints	5
Strong Optimal Classification Trees	5
Multivariate Almost Stochastic Dominance: Transfer Characterizations and Sufficient Conditions Under Dependence Uncertainty	5