Informs Journal on Computing

Article	Citations
The Mothership and Drone Routing Problem	61
Presolve Reductions in Mixed Integer Programming	50
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems	46
A New Branch-and-Price-and-Cut Algorithm for One-Dimensional Bin-Packing Problems	39
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming	37
Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings	36
On Mixed-Integer Programming Formulations for the Unit Commitment Problem	31
Piecewise Linear Function Fitting via Mixed-Integer Linear Programming	28
A Scalable Algorithm for Sparse Portfolio Selection	26
Computing Feasible Points of Bilevel Problems with a Penalty Alternating Direction Method	23
Picker Routing in AGV-Assisted Order Picking Systems	23
Approximate Dynamic Programming for Military Medical Evacuation Dispatching Policies	22
MathOptInterface: A Data Structure for Mathematical Optimization Problems	21
Robust Optimization of a Broad Class of Heterogeneous Vehicle Routing Problems Under Demand Uncertainty	21
On the Derivation of Continuous Piecewise Linear Approximating Functions	21
Online Mixed-Integer Optimization in Milliseconds	20
Branch and Price for Chance-Constrained Bin Packing	18
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets	18
Integrated Backup Rolling Stock Allocation and Timetable Rescheduling with Uncertain Time-Variant Passenger Demand Under Disruptive Events	17
Ranking and Selection with Covariates for Personalized Decision Making	17
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded	17
Enumeration of the Nondominated Set of Multiobjective Discrete Optimization Problems	16
Data-Driven Optimization of Reward-Risk Ratio Measures	16
Learning-Based Branch-and-Price Algorithms for the Vehicle Routing Problem with Time Windows and Two-Dimensional Loading Constraints	15
Novel Formulations and Logic-Based Benders Decomposition for the Integrated Parallel Machine Scheduling and Location Problem	15

Distributionally Robust Optimization Under a Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics	15
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	14
Scalable Vertiport Hub Location Selection for Air Taxi Operations in a Metropolitan Region	14
Distributionally Robust Design for Redundancy Allocation	14
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	13
A Branch-Price-and-Cut Procedure for the Discrete Ordered Median Problem	13
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem	13
A Branch-and-Price Algorithm for Facility Location with General Facility Cost Functions	13
Approximation Methods for Multiobjective Optimization Problems: A Survey	12
Solving the Type-2 Assembly Line Balancing with Setups Using Logic-Based Benders Decomposition	12
Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution	12
SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering	11
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness	11
JANOS: An Integrated Predictive and Prescriptive Modeling Framework	11
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields	11
Multistage Stochastic Power Generation Scheduling Co-Optimizing Energy and Ancillary Services	11
Solving Natural Conic Formulations with Hypatia.jl	11
A Comparison of Two Mixed-Integer Linear Programs for Piecewise Linear Function Fitting	10
Robust Models for the Kidney Exchange Problem	10
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	10
Multicomponent Maintenance Optimization: A Stochastic Programming Approach	10
Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria	10
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems	10
Complexity Results and Effective Algorithms for Worst-Case Linear Optimization Under Uncertainties	10
Efficient Sampling Allocation Procedures for Optimal Quantile Selection	10
Sparse Convex Regression	10
Computationally Efficient Approximations for Distributionally Robust Optimization Under Moment and Wasserstein Ambiguity	10
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks	10
Robust Optimization for Electricity Generation	10
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	9
Calibration of Voting-Based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach	9
A Review Selection Method for Finding an Informative Subset from Online Reviews	9
Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios	8
Decomposition-Based Approaches for a Class of Two-Stage Robust Binary Optimization Problems	8
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	8
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective	8
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach	8
Solving the Distance-Based Critical Node Problem	8
MAD Dispersion Measure Makes Extremal Queue Analysis Simple	8
Speeding Up Paulson’s Procedure for Large-Scale Problems Using Parallel Computing	8
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	7
Exact Algorithms for the Minimum Load Spanning Tree Problem	7
Supervised t-Distributed Stochastic Neighbor Embedding for Data Visualization and Classification	7
Team Orienteering with Time-Varying Profit	7
Mixed-Integer Programming vs. Constraint Programming for Shop Scheduling Problems: New Results and Outlook	7
frvcpy: An Open-Source Solver for the Fixed Route Vehicle Charging Problem	7
Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective	7
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	7
Detecting Product Adoption Intentions via Multiview Deep Learning	7
Stochastic Dual Dynamic Programming for Multiechelon Lot Sizing with Component Substitution	7

Differentially Private Distributed Learning	7
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	7
Convex Relaxations for Quadratic On/Off Constraints and Applications to Optimal Transmission Switching	7
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	7
A Branch-and-Bound Algorithm for Team Formation on Social Networks	7
Dynamic Programming for the Time-Dependent Traveling Salesman Problem with Time Windows	6
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	6
A Multilevel Simulation Optimization Approach for Quantile Functions	6
Finite Difference Gradient Approximation: To Randomize or Not?	6
Estimating the Size of Branch-and-Bound Trees	6
Statistical Tests for Cross-Validation of Kriging Models	6
Communication-Constrained Expansion Planning for Resilient Distribution Systems	6
The Star Degree Centrality Problem: A Decomposition Approach	6
Time-Dependent Shortest Path Problems with Penalties and Limits on Waiting	6
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach	6
Recourse in Kidney Exchange Programs	6
Optimization-Driven Scenario Grouping	6
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning	6
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design	6
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem	5
Improved Computational Approaches and Heuristics for Zero Forcing	5
Radius of Robust Feasibility for Mixed-Integer Problems	5
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances	5
Branch-Cut-and-Price for the Time-Dependent Green Vehicle Routing Problem with Time Windows	5
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	5
Optimal Group Testing: Structural Properties and Robust Solutions, with Application to Public Health Screening	5
Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	5
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	5
Branch-and-Bound for Biobjective Mixed-Integer Linear Programming	5
Solving AC Optimal Power Flow with Discrete Decisions to Global Optimality	5
A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities	5
Stochastic Decomposition for Two-Stage Stochastic Linear Programs with Random Cost Coefficients	5
Benders Subproblem Decomposition for Bilevel Problems with Convex Follower	5
The Zero Regrets Algorithm: Optimizing over Pure Nash Equilibria via Integer Programming	5
Domination Measure: A New Metric for Solving Multiobjective Optimization	5
Decomposition Strategies for Vehicle Routing Heuristics	5
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	5
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization	5
Knowledge Learning of Insurance Risks Using Dependence Models	5
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	5
VeRoViz: A Vehicle Routing Visualization Toolkit	5
Efficient Stochastic Programming in Julia	5
Worst-Case Expected Shortfall with Univariate and Bivariate Marginals	5
Robust Minimum-Cost Flow Problems Under Multiple Ripple Effect Disruptions	5
Reducing Conservatism in Robust Optimization	5
An Alternating Method for Cardinality-Constrained Optimization: A Computational Study for the Best Subset Selection and Sparse Portfolio Problems	5
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	5
On Cluster-Aware Supervised Learning: Frameworks, Convergent Algorithms, and Applications	5
PyMOSO: Software for Multiobjective Simulation Optimization with R-PERLE and R-MinRLE	4
3-D Dynamic UAV Base Station Location Problem	4
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	4
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes	4
Reducing and Calibrating for Input Model Bias in Computer Simulation	4
Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks	4
Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application	4
Conflict-Driven Heuristics for Mixed Integer Programming	4
Adaptive Bundle Methods for Nonlinear Robust Optimization	4
Robust Optimization for Models with Uncertain Second-Order Cone and Semidefinite Programming Constraints	4
The Maximum k-Colorable Subgraph Problem and Related Problems	4
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	4
Posterior-Based Stopping Rules for Bayesian Ranking-and-Selection Procedures	4
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	4
Globalized Distributionally Robust Counterpart	4
Cost-Effective Social Media Influencer Marketing	4
Surgery Sequencing Coordination with Recovery Resource Constraints	4
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	4
A New Scenario Reduction Method Based on Higher-Order Moments	4
Exact Branch-Price-and-Cut for a Hospital Therapist Scheduling Problem with Flexible Service Locations and Time-Dependent Location Capacity	4
A Lagrangian Bound on the Clique Number and an Exact Algorithm for the Maximum Edge Weight Clique Problem	4
SimOpt: A Testbed for Simulation-Optimization Experiments	4
Integrating Individual and Aggregate Diversity in Top-N Recommendation	4
Multivariable Branching: A 0-1 Knapsack Problem Case Study	4
Logic-Based Benders Decomposition and Binary Decision Diagram Based Approaches for Stochastic Distributed Operating Room Scheduling	4
A New Scatter Search Design for Multiobjective Combinatorial Optimization with an Application to Facility Location	4
Understanding and Predicting Users’ Rating Behavior: A Cognitive Perspective	4
Bin Packing Problem with Time Lags	4
A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid	4
Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion	4
MILP Models for Complex System Reliability Redundancy Allocation with Mixed Components	4
Combining Polyhedral Approaches and Stochastic Dual Dynamic Integer Programming for Solving the Uncapacitated Lot-Sizing Problem Under Uncertainty	4

Influence Maximization with Latency Requirements on Social Networks	4
ROC++: Robust Optimization in C++	4
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	4
Decision Diagram Decomposition for Quadratically Constrained Binary Optimization	4
Computing Sensitivities for Distortion Risk Measures	4
Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning	4