Informs Journal on Computing

Article	Citations
The Mothership and Drone Routing Problem	60
Presolve Reductions in Mixed Integer Programming	49
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems	45
A New Branch-and-Price-and-Cut Algorithm for One-Dimensional Bin-Packing Problems	38
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming	36
Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings	36
On Mixed-Integer Programming Formulations for the Unit Commitment Problem	30
Piecewise Linear Function Fitting via Mixed-Integer Linear Programming	27
A Scalable Algorithm for Sparse Portfolio Selection	26
Computing Feasible Points of Bilevel Problems with a Penalty Alternating Direction Method	23
Approximate Dynamic Programming for Military Medical Evacuation Dispatching Policies	22
Picker Routing in AGV-Assisted Order Picking Systems	22
On the Derivation of Continuous Piecewise Linear Approximating Functions	21
MathOptInterface: A Data Structure for Mathematical Optimization Problems	21
Robust Optimization of a Broad Class of Heterogeneous Vehicle Routing Problems Under Demand Uncertainty	20
Online Mixed-Integer Optimization in Milliseconds	19
Branch and Price for Chance-Constrained Bin Packing	18
Ranking and Selection with Covariates for Personalized Decision Making	17
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets	16
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded	16
Data-Driven Optimization of Reward-Risk Ratio Measures	16
Integrated Backup Rolling Stock Allocation and Timetable Rescheduling with Uncertain Time-Variant Passenger Demand Under Disruptive Events	15
Enumeration of the Nondominated Set of Multiobjective Discrete Optimization Problems	15
Novel Formulations and Logic-Based Benders Decomposition for the Integrated Parallel Machine Scheduling and Location Problem	15
Distributionally Robust Design for Redundancy Allocation	14

Distributionally Robust Optimization Under a Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics	14
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	13
A Branch-and-Price Algorithm for Facility Location with General Facility Cost Functions	13
Learning-Based Branch-and-Price Algorithms for the Vehicle Routing Problem with Time Windows and Two-Dimensional Loading Constraints	13
A Branch-Price-and-Cut Procedure for the Discrete Ordered Median Problem	13
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem	12
Scalable Vertiport Hub Location Selection for Air Taxi Operations in a Metropolitan Region	12
Solving the Type-2 Assembly Line Balancing with Setups Using Logic-Based Benders Decomposition	12
SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering	11
Approximation Methods for Multiobjective Optimization Problems: A Survey	11
Solving Natural Conic Formulations with Hypatia.jl	11
Multistage Stochastic Power Generation Scheduling Co-Optimizing Energy and Ancillary Services	10
Robust Optimization for Electricity Generation	10
A Comparison of Two Mixed-Integer Linear Programs for Piecewise Linear Function Fitting	10
Computationally Efficient Approximations for Distributionally Robust Optimization Under Moment and Wasserstein Ambiguity	10
Complexity Results and Effective Algorithms for Worst-Case Linear Optimization Under Uncertainties	10
Multicomponent Maintenance Optimization: A Stochastic Programming Approach	10
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	10
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields	10
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks	10
Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution	10
JANOS: An Integrated Predictive and Prescriptive Modeling Framework	10
Sparse Convex Regression	10
Robust Models for the Kidney Exchange Problem	10
A Review Selection Method for Finding an Informative Subset from Online Reviews	9
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems	9
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	9
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness	9
Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria	9
Efficient Sampling Allocation Procedures for Optimal Quantile Selection	9
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	9
Speeding Up Paulson’s Procedure for Large-Scale Problems Using Parallel Computing	8
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective	8
Calibration of Voting-Based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach	8
Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios	8
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach	8
Decomposition-Based Approaches for a Class of Two-Stage Robust Binary Optimization Problems	8
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
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	7
Solving the Distance-Based Critical Node Problem	7
Exact Algorithms for the Minimum Load Spanning Tree Problem	7
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	7
A Branch-and-Bound Algorithm for Team Formation on Social Networks	7
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	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
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	7
Stochastic Dual Dynamic Programming for Multiechelon Lot Sizing with Component Substitution	7

Communication-Constrained Expansion Planning for Resilient Distribution Systems	6
The Star Degree Centrality Problem: A Decomposition Approach	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
Recourse in Kidney Exchange Programs	6
Supervised t-Distributed Stochastic Neighbor Embedding for Data Visualization and Classification	6
Optimization-Driven Scenario Grouping	6
Time-Dependent Shortest Path Problems with Penalties and Limits on Waiting	6
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design	6
MAD Dispersion Measure Makes Extremal Queue Analysis Simple	6
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	6
Team Orienteering with Time-Varying Profit	6
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning	6
Mixed-Integer Programming vs. Constraint Programming for Shop Scheduling Problems: New Results and Outlook	6
VeRoViz: A Vehicle Routing Visualization Toolkit	5
Dynamic Programming for the Time-Dependent Traveling Salesman 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
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization	5
Detecting Product Adoption Intentions via Multiview Deep Learning	5
A Multilevel Simulation Optimization Approach for Quantile Functions	5
Radius of Robust Feasibility for Mixed-Integer Problems	5
Stochastic Decomposition for Two-Stage Stochastic Linear Programs with Random Cost Coefficients	5
Worst-Case Expected Shortfall with Univariate and Bivariate Marginals	5
Domination Measure: A New Metric for Solving Multiobjective Optimization	5
Decomposition Strategies for Vehicle Routing Heuristics	5
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	5
Branch-and-Bound for Biobjective Mixed-Integer Linear Programming	5
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem	5
Efficient Stochastic Programming in Julia	5
Benders Subproblem Decomposition for Bilevel Problems with Convex Follower	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
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	5
Knowledge Learning of Insurance Risks Using Dependence Models	5
A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities	5
Reducing and Calibrating for Input Model Bias in Computer Simulation	4
Cost-Effective Social Media Influencer Marketing	4
Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks	4
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	4
Surgery Sequencing Coordination with Recovery Resource Constraints	4
ROC++: Robust Optimization in C++	4
Adaptive Bundle Methods for Nonlinear Robust Optimization	4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	4
Multivariable Branching: A 0-1 Knapsack Problem Case Study	4
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	4
Posterior-Based Stopping Rules for Bayesian Ranking-and-Selection Procedures	4
Bin Packing Problem with Time Lags	4
Improved Computational Approaches and Heuristics for Zero Forcing	4
MILP Models for Complex System Reliability Redundancy Allocation with Mixed Components	4
Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion	4
Combining Polyhedral Approaches and Stochastic Dual Dynamic Integer Programming for Solving the Uncapacitated Lot-Sizing Problem Under Uncertainty	4
A Lagrangian Bound on the Clique Number and an Exact Algorithm for the Maximum Edge Weight Clique Problem	4
Conflict-Driven Heuristics for Mixed Integer Programming	4
Integrating Individual and Aggregate Diversity in Top-N Recommendation	4
Robust Optimization for Models with Uncertain Second-Order Cone and Semidefinite Programming Constraints	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
On Cluster-Aware Supervised Learning: Frameworks, Convergent Algorithms, and Applications	4
3-D Dynamic UAV Base Station Location Problem	4
A New Scenario Reduction Method Based on Higher-Order Moments	4
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	4
A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid	4
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes	4
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	4
Exact Branch-Price-and-Cut for a Hospital Therapist Scheduling Problem with Flexible Service Locations and Time-Dependent Location Capacity	4
SimOpt: A Testbed for Simulation-Optimization Experiments	4
Branch-Cut-and-Price for the Time-Dependent Green Vehicle Routing Problem with Time Windows	4
Decision Diagram Decomposition for Quadratically Constrained Binary Optimization	4
Computing Sensitivities for Distortion Risk Measures	4
Understanding and Predicting Users’ Rating Behavior: A Cognitive Perspective	4
PyMOSO: Software for Multiobjective Simulation Optimization with R-PERLE and R-MinRLE	4
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	4
On the Exact Solution of Prize-Collecting Steiner Tree Problems	3
Chance-Constrained Multiple Bin Packing Problem with an Application to Operating Room Planning	3
Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application	3
Robust Adaptive Submodular Maximization	3
Optimal Power Flow in Distribution Networks Under N – 1 Disruptions: A Multistage Stochastic Programming Approach	3

Integer Programming Formulations for Minimum Spanning Tree Interdiction	3
Efficient Solution Methods for a General r-Interdiction Median Problem with Fortification	3
Exact Approaches for Single Machine Total Weighted Tardiness Batch Scheduling	3
Network Models for Multiobjective Discrete Optimization	3
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	3
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach	3
A Restricted Dual Peaceman-Rachford Splitting Method for a Strengthened DNN Relaxation for QAP	3
A Simulation Optimization Approach for the Appointment Scheduling Problem with Decision-Dependent Uncertainties	3
L0-Regularized Learning for High-Dimensional Additive Hazards Regression	3
Parallel Machine Scheduling Under Uncertainty: Models and Exact Algorithms	3
A Practical Scheme to Compute the Pessimistic Bilevel Optimization Problem	3
Combinatorial Heuristics for Inventory Routing Problems	3
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances	3
The Zero Regrets Algorithm: Optimizing over Pure Nash Equilibria via Integer Programming	3
On Computing with Some Convex Relaxations for the Maximum-Entropy Sampling Problem	3
Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	3
Optimal Screening of Populations with Heterogeneous Risk Profiles Under the Availability of Multiple Tests	3
Solving AC Optimal Power Flow with Discrete Decisions to Global Optimality	3
Exact and Approximation Algorithms for the Expanding Search Problem	3
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach	3
A High-Fidelity Model to Predict Length of Stay in the Neonatal Intensive Care Unit	3
On the Estimation of Discrete Choice Models to Capture Irrational Customer Behaviors	3
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach	3
Influence Maximization with Latency Requirements on Social Networks	3
Optimization for L1-Norm Error Fitting via Data Aggregation	3
Exactly Solving Hard Permutation Flowshop Scheduling Problems on Peta-Scale GPU-Accelerated Supercomputers	3
A Progressive Approximation Approach for the Exact Solution of Sparse Large-Scale Binary Interdiction Games	3
The Maximum k-Colorable Subgraph Problem and Related Problems	3
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	3
A New Likelihood Ratio Method for Training Artificial Neural Networks	3
A Mixed-Integer Fractional Optimization Approach to Best Subset Selection	3
The Optimal Design of Low-Latency Virtual Backbones	2
Tagging Items Automatically Based on Both Content Information and Browsing Behaviors	2
Optimized Scenario Reduction: Solving Large-Scale Stochastic Programs with Quality Guarantees	2
Globalized Distributionally Robust Counterpart	2
On the Solution of ℓ0-Constrained Sparse Inverse Covariance Estimation Problems	2
A New Combinatorial Algorithm for Separable Convex Resource Allocation with Nested Bound Constraints	2
An Analytic Framework for Effective Public Health Program Design Using Correctional Facilities	2
Optimization-based Mechanisms for the Course Allocation Problem	2
A Learning-Based Matheuristic for Stochastic Multicommodity Network Design	2
TGVx: Dynamic Personalized POI Deep Recommendation Model	2
Computational and Theoretical Challenges for Computing the Minimum Rank of a Graph	2
Group Equality in Adaptive Submodular Maximization	2
Breaking thermaxBarrier: Enhanced Approximation Algorithms for Partial Set Multicover Problem	2
A Computational Approach to First Passage Problems of Reflected Hyperexponential Jump Diffusion Processes	2
Predictive Search for Capacitated Multi-Item Lot Sizing Problems	2
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	2
The Quadratic Multiknapsack Problem with Conflicts and Balance Constraints	2
Machine Learning–Supported Prediction of Dual Variables for the Cutting Stock Problem with an Application in Stabilized Column Generation	2
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	2
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	2
An Adaptive Heuristic Approach to Compute Upper and Lower Bounds for The Close-Enough Traveling Salesman Problem	2
Production and Transportation Integration for Commit-to-Delivery Mode with General Shipping Costs	2
Selecting the Best Alternative Based on Its Quantile	2
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments	2
Modeling Single-Picker Routing Problems in Classical and Modern Warehouses	2
An Exact Algorithm for Large-Scale Continuous Nonlinear Resource Allocation Problems with Minimax Regret Objectives	2
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	2
Solving Large-Scale Fixed-Budget Ranking and Selection Problems	2
Lagrangian Duality for Robust Problems with Decomposable Functions: The Case of a Robust Inventory Problem	2
Extending the Scope of Robust Quadratic Optimization	2
Reducing Simulation Input-Model Risk via Input Model Averaging	2
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	2
Detecting Critical Nodes in Sparse Graphs via “Reduce-Solve-Combine” Memetic Search	2
Biobjective Simulation Optimization on Integer Lattices Using the Epsilon-Constraint Method in a Retrospective Approximation Framework	2
Hub Location with Protection Under Interhub Link Failures	2
Decomposing Loosely Coupled Mixed-Integer Programs for Optimal Microgrid Design	2
Target-Oriented Distributionally Robust Optimization and Its Applications to Surgery Allocation	2
Polyhedral Results and Branch-and-Cut for the Resource Loading Problem	2
Perspective Reformulations of Semicontinuous Quadratically Constrained Quadratic Programs	2
Dynamic Discretization Discovery Algorithms for Time-Dependent Shortest Path Problems	2
Play Like the Pros? Solving the Game of Darts as a Dynamic Zero-Sum Game	2
On Generating Lagrangian Cuts for Two-Stage Stochastic Integer Programs	2
A Core-Based Exact Algorithm for the Multidimensional Multiple Choice Knapsack Problem	2
An Iterated Dual Substitution Approach for Binary Integer Programming Problems Under the Min-Max Regret Criterion	2
Learning Equilibria in Asymmetric Auction Games	2
Simple Pattern Minimality Problems: Integer Linear Programming Formulations and Covering-Based Heuristic Solving Approaches	2
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	2
A Branch-and-Price-and-Cut Algorithm for the Cable-Routing Problem in Solar Power Plants	2
Uncovering Characteristic Response Paths of a Population	2
Solving Stochastic Optimization with Expectation Constraints Efficiently by a Stochastic Augmented Lagrangian-Type Algorithm	2
Machine Learning Methods for Data-Driven Demand Estimation and Assortment Planning Considering Cross-Selling and Substitutions	2
An Improved Branch-and-Bound Algorithm for the One-Machine Scheduling Problem with Delayed Precedence Constraints	2
Stability Representations of Many-to-One Matching Problems: An Integer Optimization Approach	2
Variable Bound Tightening and Valid Constraints for Multiperiod Blending	2
Min-Sup-Min Robust Combinatorial Optimization with Few Recourse Solutions	2
Convex Maximization via Adjustable Robust Optimization	2
On a Reduction for a Class of Resource Allocation Problems	2
Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning	2
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	2
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	2
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	2
An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance Problems	2
Min-Max Optimal Design of Two-Armed Trials with Side Information	2
Building Load Control Using Distributionally Robust Chance-Constrained Programs with Right-Hand Side Uncertainty and the Risk-Adjustable Variants	2