Operations Research

Article	Citations
A Mathematical Model of Humanitarian Aid Agencies in Attritional Conflict Environments	63
Adaptive Discretization in Online Reinforcement Learning	58
When Service Times Depend on Customers’ Delays: A Relationship Between Two Models of Dependence	52
Community-Engaged School District Design: A Stream-Based Approach	43
Distributionally Robust Optimal Allocation with Costly Verification	41
Change-Point Detection in Dynamic Networks with Missing Links	41
Dynamic Stability of Cooperative Investment Under Uncertainty	40
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms	39
Identifying Merger Opportunities: The Case of Air Traffic Control	38
A Unifying Framework for the Capacitated Vehicle Routing Problem Under Risk and Ambiguity	37
Delegated Concept Testing in New Product Development	34
Nonrobust Strong Knapsack Cuts for Capacitated Location Routing and Related Problems	34
Dynamic Inventory Control with Fixed Setup Costs and Unknown Discrete Demand Distribution	33
A Nonparametric Algorithm for Optimal Stopping Based on Robust Optimization	31
Optimal Cash Management with Payables Finance	30
Data-Driven Optimization with Distributionally Robust Second Order Stochastic Dominance Constraints	30
Technical Note—Conic Mixed-Binary Sets: Convex Hull Characterizations and Applications	29
Black-Box Acceleration of Monotone Convex Program Solvers	29
Strategic Pricing in Volatile Markets	28
Scores for Multivariate Distributions and Level Sets	28
Technical Note—Online Matching with Bayesian Rewards	27
Establishing Convergence of Infinite-Server Queues with Batch Arrivals to Shot-Noise Processes	27
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback	27
High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks	26
In This Issue	26

Editorial Board	25
Editorial Board	25
Editorial Board	24
In This Issue	24
Introduction: Special Issue Honoring Kenneth Arrow	24
“Now or Later?” When to Deploy Qualification Screening in Open-Bid Auction for Re-Sourcing	24
Persuading Risk-Conscious Agents: A Geometric Approach	23
Risk-Adaptive Local Decision Rules	23
Technical Note—Incomplete Information VCG Contracts for Common Agency	23
Physician Discretion and Patient Pick-up: How Familiarity Encourages Multitasking in the Emergency Department	23
Technical Note—Pricing in On-Demand and One-Way Vehicle-Sharing Networks	22
Sample Out-of-Sample Inference Based on Wasserstein Distance	22
Fast and Simple Solutions of Blotto Games	22
Technical Note—The Complexity of the Pricing Problem of the Set Partitioning Formulation of Vehicle Routing Problems	22
Boundary Effects in the Diffusion of New Products on Cartesian Networks	21
Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency	21
Behavior-Aware Queueing: The Finite-Buffer Setting with Many Strategic Servers	21
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements	20
Budget-Driven Multiperiod Hub Location: A Robust Time-Series Approach	20
Ordinary and Prophet Planning Under Uncertainty in Bernoulli Congestion Games	20
Technical Note—On Adaptivity in Nonstationary Stochastic Optimization with Bandit Feedback	20
Always Valid Inference: Continuous Monitoring of A/B Tests	19
Asymptotically Tight Bounds on the Optimal Pricing Strategy with Patient Customers	19
Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions	19
Heavy-Traffic Universality of Redundancy Systems with Assignment Constraints	18
A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation	18
Erratum to “Competitive Two-Agent Scheduling and Its Applications”	18
Comparing Sequential Forecasters	18
Dynamic Double Auctions: Toward First Best	17
Lagrangian Inference for Ranking Problems	17
The Gap Function: Evaluating Integer Programming Models over Multiple Right-Hand Sides	17
Editorial Board	17
Distinguishing Useful and Wasteful Slack	17
Transparency and Control in Platforms for Networked Markets	16
In This Issue	16
Computation of Systemic Risk Measures: A Mixed-Integer Programming Approach	16
Near-Optimal Adaptive Policies for Serving Stochastically Departing Customers	16
Dual Moments and Risk Attitudes	16
Technical Note—Characterizing and Computing the Set of Nash Equilibria via Vector Optimization	16
Extremizing and Antiextremizing in Bayesian Ensembles of Binary-Event Forecasts	16
New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints	16
Nonadaptive Stochastic Score Classification and Explainable Half-Space Evaluation	16
Designing Service Menus for Bipartite Queueing Systems	16
Fast Quantum Subroutines for the Simplex Method	16
Stochastic Optimization Approaches for an Operating Room and Anesthesiologist Scheduling Problem	15
Editorial Board	15
Adaptive Lagrangian Policies for a Multiwarehouse, Multistore Inventory System with Lost Sales	15
Data-Driven Compositional Optimization in Misspecified Regimes	15
Dynamic Contracting in Asset Management Under the Investor-Partner-Manager Relationship	14
A Reciprocity Between Tree Ensemble Optimization and Multilinear Optimization	14

Dark Matter in (Volatility and) Equity Option Risk Premiums	14
Beta and Coskewness Pricing: Perspective from Probability Weighting	14
Multiobjective Optimization for Politically Fair Districting: A Scalable Multilevel Approach	14
New Venture Creation: A Drift-Variance Diffusion Control Model	14
Robust Assortment Optimization Under the Markov Chain Choice Model	13
Asymptotically Optimal Clearing Control of Backlogs in Multiclass Processing Systems	13
Technical Note—Revenue Volatility Under Uncertain Network Effects	13
Risk Budgeting Allocation for Dynamic Risk Measures	13
Online Resource Allocation with Personalized Learning	13
First-Order Prudence and Its Implications for Precautionary Savings and the Risk-Free Rate	13
The Effect of Social Preferences on Sales and Operations Planning	13
Fast Core Pricing for Rich Advertising Auctions	13
Recent Developments in Security-Constrained AC Optimal Power Flow: Overview of Challenge 1 in the ARPA-E Grid Optimization Competition	13
Procurement Mechanisms for Assortments of Differentiated Products	13
Optimal Sequential Multiclass Diagnosis	12
Technical Note—Capacitated Assortment Optimization: Hardness and Approximation	12
Multiplicative Pacing Equilibria in Auction Markets	12
Technical Note—On Matrix Exponential Differentiation with Application to Weighted Sum Distributions	12
Regular Variable Returns to Scale Production Frontier and Efficiency Measurement	12
The Anchor-Robust Project Scheduling Problem	12
Lagrangian Dual Decision Rules for Multistage Stochastic Mixed-Integer Programming	12
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs	12
Procurement with Cost and Noncost Attributes: Cost-Sharing Mechanisms	12
Search Under Accumulated Pressure	12
Scheduling to Differentiate Service in a Multiclass Service System	12
Voxel-Based Solution Approaches to the Three-Dimensional Irregular Packing Problem	12
Tight Guarantees for Static Threshold Policies in the Prophet Secretary Problem	12
Portfolio Selection, Periodic Evaluations and Risk Taking	11
In This Issue	11
Learning to Schedule in Multiclass Many-Server Queues with Abandonment	11
Robust Satisficing	11
Nash Social Welfare Approximation for Strategic Agents	11
Side-Constrained Dynamic Traffic Equilibria	11
The Price of Fairness of Scheduling a Scarce Resource	11
Optimal Auction Design with Deferred Inspection and Reward	11
How Service Quality Variability Hurts Revenue When Customers Learn: Implications for Dynamic Personalized Pricing	11
Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing	11
S-Convexity and Gross Substitutability	11
Efficient Fair Division with Minimal Sharing	10
Seeding with Costly Network Information	10
Constrained Assortment Optimization Under the Paired Combinatorial Logit Model	10
Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets	10
Design of Incentive Programs for Optimal Medication Adherence in the Presence of Observable Consumption	10
Scalable Reinforcement Learning for Multiagent Networked Systems	10
Optimal Dynamic Momentum Strategies	10
Assortment Optimization Under the Multi-Purchase Multinomial Logit Choice Model	10
Constant Regret Resolving Heuristics for Price-Based Revenue Management	10
Learning in Structured MDPs with Convex Cost Functions: Improved Regret Bounds for Inventory Management	10
Survey of Dynamic Resource-Constrained Reward Collection Problems: Unified Model and Analysis	10
Nonparametric Pricing Analytics with Customer Covariates	10
Preface to Special Issue on Computational Advances in Short-Term Power System Operations	9
Strategic Workforce Planning Under Uncertainty	9
Technical Note—A Monge Sequence-Based Approach to Characterize the Competitive Newsvendor Problem	9
Stochastic Liquidity as a Proxy for Nonlinear Price Impact	9
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail	9
Information Inundation on Platforms and Implications	9
A Surrogate-Based Asynchronous Decomposition Technique for Realistic Security-Constrained Optimal Power Flow Problems	9
Managing Queues with Different Resource Requirements	9
On the Optimal Design of a Bipartite Matching Queueing System	9
Pricing and Optimization in Shared Vehicle Systems: An Approximation Framework	9
Dynamic Server Assignment in Multiclass Queues with Shifts, with Applications to Nurse Staffing in Emergency Departments	9
Editorial Board	9
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators	9
Optimal Learning Under Robustness and Time-Consistency	9
Inverse Optimization: Theory and Applications	9
Global Optimality Guarantees for Policy Gradient Methods	9
A Dynamic Model for Managing Volunteer Engagement	9
Advertising Cycling to Manage Exclusivity Loss in Fashion Styles	9
Technical Note—Revenue Management with Calendar-Aware and Dependent Demands: Asymptotically Tight Fluid Approximations	8
On the Futility of Dynamics in Robust Mechanism Design	8
On the Heavy-Tail Behavior of the Distributionally Robust Newsvendor	8
In This Issue	8
Partition and Prosper: Design and Pricing of Single Bundle	8
Large-Scale Bundle-Size Pricing: A Theoretical Analysis	8
Naive Learning Through Probability Overmatching	8
Technical Note—Stochastic Scheduling with Abandonment: Necessary and Sufficient Conditions for the Optimality of a Strict Priority Policy	8
Market Efficient Portfolios in a Systemic Economy	8
Two-Stage Stochastic Matching and Pricing with Applications to Ride Hailing	8
Technical Note—Dynamic Pricing and Learning with Discounting	8
Adversarial Patrolling in a Uniform	8

Technical Note: Data-Driven Sample Average Approximation with Covariate Information	8
Online Matching with Stochastic Rewards: Optimal Competitive Ratio via Path-Based Formulation	8
Menu Costs and the Bullwhip Effect: Supply Chain Implications of Dynamic Pricing	8
Data-Driven Transit Network Design at Scale	8
Editorial Board	8
Economic Behavior of Information Acquisition: Impact on Peer Grading in Massive Open Online Courses	8
Quantile Markov Decision Processes	8
Learning Manipulation Through Information Dissemination	7
Envelope Theorems for Multistage Linear Stochastic Optimization	7
In This Issue	7
Optimal Auction Duration: A Price Formation Viewpoint	7
The Stability of MNL-Based Demand Under Dynamic Customer Substitution and Its Algorithmic Implications	7
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?	7
Robust Risk Quantification via Shock Propagation in Financial Networks	7
Asymptotically Optimal Lagrangian Policies for Multi-Warehouse, Multi-Store Systems with Lost Sales	7
Building a Location-Based Set of Social Media Users	7
Scheduling Parallel-Task Jobs Subject to Packing and Placement Constraints	7
Editorial Board	7
Decomposition Branching for Mixed Integer Programming	7
Nonasymptotic Analysis of Monte Carlo Tree Search	7
On Finite Adaptability in Two-Stage Distributionally Robust Optimization	7
Optimal Regularized Online Allocation by Adaptive Re-Solving	7
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds	7
Technical Note—Product-Based Approximate Linear Programs for Network Revenue Management	7
Editorial Board	7
Reliable Off-Policy Evaluation for Reinforcement Learning	7
Single Allocation Hub Location with Heterogeneous Economies of Scale	7
Regularized Aggregation of One-Off Probability Predictions	7
Dynamic Resource Allocation: Algorithmic Design Principles and Spectrum of Achievable Performances	7
Online Allocation and Pricing: Constant Regret via Bellman Inequalities	7
A Fluid-Diffusion-Hybrid Limiting Approximation for Priority Systems with Fast and Slow Customers	7
Optimal Impact Portfolios with General Dependence and Marginals	6
Minkowski Centers via Robust Optimization: Computation and Applications	6
Sequential Mechanisms with Ex Post Individual Rationality	6
A Decomposition Algorithm with Fast Identification of Critical Contingencies for Large-Scale Security-Constrained AC-OPF	6
Actor-Critic–Like Stochastic Adaptive Search for Continuous Simulation Optimization	6
Deepest Cuts for Benders Decomposition	6
A Random Consideration Set Model for Demand Estimation, Assortment Optimization, and Pricing	6
Joint Inventory and Scheduling Control in a Repair Facility	6
Efficient Learning for Clustering and Optimizing Context-Dependent Designs	6
Technical Note—Bifurcating Constraints to Improve Approximation Ratios for Network Revenue Management with Reusable Resources	6
Technical Note—On Hiring Secretaries with Stochastic Departures	6
Technical Note—Near-Optimal Bayesian Online Assortment of Reusable Resources	6
Robust Dynamic Assortment Optimization in the Presence of Outlier Customers	6
Data-Driven Ranking and Selection Under Input Uncertainty	6
On the Structure of Decision Diagram–Representable Mixed-Integer Programs with Application to Unit Commitment	6
Tight Guarantees for Multiunit Prophet Inequalities and Online Stochastic Knapsack	6
Heteroscedastic Exponomial Choice	6
DeLuxing: Deep Lagrangian Underestimate Fixing for Column-Generation-Based Exact Methods	6
When Does the Gittins Policy Have Asymptotically Optimal Response Time Tail in the M/G/1?	6
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems	6
Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach	6
Order Now, Pickup in 30 Minutes: Managing Queues with Static Delivery Guarantees	6
Revenue Management of a Professional Services Firm with Quality Revelation	6
In This Issue	6
In Congestion Games, Taxes Achieve Optimal Approximation	6
Incentive-Aware Models of Financial Networks	6
Spatial Price Integration in Commodity Markets with Capacitated Transportation Networks	6
Dynamic Stochastic Matching Under Limited Time	6
An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow	6