Informs Journal on Computing

Article	Citations
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems	51
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming	44
Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings	41
A Scalable Algorithm for Sparse Portfolio Selection	29
Computing Feasible Points of Bilevel Problems with a Penalty Alternating Direction Method	27
Picker Routing in AGV-Assisted Order Picking Systems	27
Online Mixed-Integer Optimization in Milliseconds	24
Novel Formulations and Logic-Based Benders Decomposition for the Integrated Parallel Machine Scheduling and Location Problem	23
Approximate Dynamic Programming for Military Medical Evacuation Dispatching Policies	23
Scalable Vertiport Hub Location Selection for Air Taxi Operations in a Metropolitan Region	23
MathOptInterface: A Data Structure for Mathematical Optimization Problems	23
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets	22
Robust Optimization of a Broad Class of Heterogeneous Vehicle Routing Problems Under Demand Uncertainty	22
Integrated Backup Rolling Stock Allocation and Timetable Rescheduling with Uncertain Time-Variant Passenger Demand Under Disruptive Events	21
On the Derivation of Continuous Piecewise Linear Approximating Functions	21
Branch and Price for Chance-Constrained Bin Packing	19
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded	19
Distributionally Robust Optimization Under a Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics	18
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem	18
Data-Driven Optimization of Reward-Risk Ratio Measures	18
Enumeration of the Nondominated Set of Multiobjective Discrete Optimization Problems	18
Ranking and Selection with Covariates for Personalized Decision Making	17
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	16
Learning-Based Branch-and-Price Algorithms for the Vehicle Routing Problem with Time Windows and Two-Dimensional Loading Constraints	16
A Branch-Price-and-Cut Procedure for the Discrete Ordered Median Problem	15

Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution	15
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness	15
Distributionally Robust Design for Redundancy Allocation	14
Approximation Methods for Multiobjective Optimization Problems: A Survey	14
Optimized Scenario Reduction: Solving Large-Scale Stochastic Programs with Quality Guarantees	14
A Branch-and-Price Algorithm for Facility Location with General Facility Cost Functions	13
Solving the Type-2 Assembly Line Balancing with Setups Using Logic-Based Benders Decomposition	13
Multistage Stochastic Power Generation Scheduling Co-Optimizing Energy and Ancillary Services	13
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	13
JANOS: An Integrated Predictive and Prescriptive Modeling Framework	13
Solving Natural Conic Formulations with Hypatia.jl	12
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	12
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks	12
Sparse Convex Regression	12
Robust Optimization for Electricity Generation	12
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields	12
SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering	11
Team Orienteering with Time-Varying Profit	11
Robust Models for the Kidney Exchange Problem	11
Multicomponent Maintenance Optimization: A Stochastic Programming Approach	11
Detecting Product Adoption Intentions via Multiview Deep Learning	11
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	11
A Review Selection Method for Finding an Informative Subset from Online Reviews	11
A Comparison of Two Mixed-Integer Linear Programs for Piecewise Linear Function Fitting	11
Efficient Sampling Allocation Procedures for Optimal Quantile Selection	10
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems	10
Calibration of Voting-Based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach	10
Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria	10
Complexity Results and Effective Algorithms for Worst-Case Linear Optimization Under Uncertainties	10
Computationally Efficient Approximations for Distributionally Robust Optimization Under Moment and Wasserstein Ambiguity	10
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	9
MAD Dispersion Measure Makes Extremal Queue Analysis Simple	9
Branch-and-Bound for Biobjective Mixed-Integer Linear Programming	9
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	9
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach	9
Finite Difference Gradient Approximation: To Randomize or Not?	9
Exact Algorithms for the Minimum Load Spanning Tree Problem	9
Speeding Up Paulson’s Procedure for Large-Scale Problems Using Parallel Computing	9
Solving the Distance-Based Critical Node Problem	8
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	8
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	8
Mixed-Integer Programming vs. Constraint Programming for Shop Scheduling Problems: New Results and Outlook	8
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
A Branch-and-Bound Algorithm for Team Formation on Social Networks	8
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective	8
Convex Relaxations for Quadratic On/Off Constraints and Applications to Optimal Transmission Switching	8
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design	8
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach	7

Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective	7
The Star Degree Centrality Problem: A Decomposition Approach	7
Differentially Private Distributed Learning	7
frvcpy: An Open-Source Solver for the Fixed Route Vehicle Charging Problem	7
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	7
A Multilevel Simulation Optimization Approach for Quantile Functions	7
Statistical Tests for Cross-Validation of Kriging Models	7
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	7
Supervised t-Distributed Stochastic Neighbor Embedding for Data Visualization and Classification	7
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem	7
Optimization-Driven Scenario Grouping	6
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	6
3-D Dynamic UAV Base Station Location Problem	6
RSOME in Python: An Open-Source Package for Robust Stochastic Optimization Made Easy	6
Benders Subproblem Decomposition for Bilevel Problems with Convex Follower	6
Recourse in Kidney Exchange Programs	6
Domination Measure: A New Metric for Solving Multiobjective Optimization	6
A Splicing Approach to Best Subset of Groups Selection	6
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning	6
Stochastic Dual Dynamic Programming for Multiechelon Lot Sizing with Component Substitution	6
Time-Dependent Shortest Path Problems with Penalties and Limits on Waiting	6
Optimising Electric Vehicle Charging Station Placement Using Advanced Discrete Choice Models	6
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances	6
Decomposition Strategies for Vehicle Routing Heuristics	6
Integrating Individual and Aggregate Diversity in Top-N Recommendation	6
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	6
Knowledge Learning of Insurance Risks Using Dependence Models	6
Estimating the Size of Branch-and-Bound Trees	6
Globalized Distributionally Robust Counterpart	6
VeRoViz: A Vehicle Routing Visualization Toolkit	6
Dynamic Programming for the Time-Dependent Traveling Salesman Problem with Time Windows	6
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	6
The Zero Regrets Algorithm: Optimizing over Pure Nash Equilibria via Integer Programming	6
Branch-Cut-and-Price for the Time-Dependent Green Vehicle Routing Problem with Time Windows	5
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	5
On Cluster-Aware Supervised Learning: Frameworks, Convergent Algorithms, and Applications	5
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	5
Solving AC Optimal Power Flow with Discrete Decisions to Global Optimality	5
Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion	5
Combining Polyhedral Approaches and Stochastic Dual Dynamic Integer Programming for Solving the Uncapacitated Lot-Sizing Problem Under Uncertainty	5
Radius of Robust Feasibility for Mixed-Integer Problems	5
Exact Branch-Price-and-Cut for a Hospital Therapist Scheduling Problem with Flexible Service Locations and Time-Dependent Location Capacity	5
An Alternating Method for Cardinality-Constrained Optimization: A Computational Study for the Best Subset Selection and Sparse Portfolio Problems	5
Uncovering Characteristic Response Paths of a Population	5
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization	5
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	5
On Generating Lagrangian Cuts for Two-Stage Stochastic Integer Programs	5
A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities	5
Cost-Effective Social Media Influencer Marketing	5
Stochastic Decomposition for Two-Stage Stochastic Linear Programs with Random Cost Coefficients	5
Solving Large-Scale Fixed-Budget Ranking and Selection Problems	5
Worst-Case Expected Shortfall with Univariate and Bivariate Marginals	5
Robust Minimum-Cost Flow Problems Under Multiple Ripple Effect Disruptions	5
Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	5
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	5
Posterior-Based Stopping Rules for Bayesian Ranking-and-Selection Procedures	5
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	5
Improved Computational Approaches and Heuristics for Zero Forcing	5
Surgery Sequencing Coordination with Recovery Resource Constraints	5
Efficient Stochastic Programming in Julia	5
Parallel Machine Scheduling Under Uncertainty: Models and Exact Algorithms	5
Exactly Solving Hard Permutation Flowshop Scheduling Problems on Peta-Scale GPU-Accelerated Supercomputers	5
A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid	4
Modeling Single-Picker Routing Problems in Classical and Modern Warehouses	4
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach	4
Computing Sensitivities for Distortion Risk Measures	4
A New Scatter Search Design for Multiobjective Combinatorial Optimization with an Application to Facility Location	4
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	4
Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning	4
Bin Packing Problem with Time Lags	4
Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application	4
Exact and Approximation Algorithms for the Expanding Search Problem	4
ROC++: Robust Optimization in C++	4
Influence Maximization with Latency Requirements on Social Networks	4
Exact Approaches for Single Machine Total Weighted Tardiness Batch Scheduling	4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	4
Chance-Constrained Multiple Bin Packing Problem with an Application to Operating Room Planning	4
Decision Diagram Decomposition for Quadratically Constrained Binary Optimization	4
On the Exact Solution of Prize-Collecting Steiner Tree Problems	4
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	4

A New Scenario Reduction Method Based on Higher-Order Moments	4
Logic-Based Benders Decomposition and Binary Decision Diagram Based Approaches for Stochastic Distributed Operating Room Scheduling	4
Optimal Screening of Populations with Heterogeneous Risk Profiles Under the Availability of Multiple Tests	4
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	4
Dynamic Discretization Discovery Algorithms for Time-Dependent Shortest Path Problems	4
Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks	4
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	4
A Lagrangian Bound on the Clique Number and an Exact Algorithm for the Maximum Edge Weight Clique Problem	4
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes	4
Conflict-Driven Heuristics for Mixed Integer Programming	4
SimOpt: A Testbed for Simulation-Optimization Experiments	4
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	4
Robust Optimization for Models with Uncertain Second-Order Cone and Semidefinite Programming Constraints	4
On the Estimation of Discrete Choice Models to Capture Irrational Customer Behaviors	4
On Computing with Some Convex Relaxations for the Maximum-Entropy Sampling Problem	4
Reducing and Calibrating for Input Model Bias in Computer Simulation	4
The Maximum k-Colorable Subgraph Problem and Related Problems	4
Network Models for Multiobjective Discrete Optimization	4
An LSTM+ Model for Managing Epidemics: Using Population Mobility and Vulnerability for Forecasting COVID-19 Hospital Admissions	4
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	4
An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance Problems	4
MILP Models for Complex System Reliability Redundancy Allocation with Mixed Components	4
A Simulation Optimization Approach for the Appointment Scheduling Problem with Decision-Dependent Uncertainties	4
Distributionally Robust Chance-Constrained p-Hub Center Problem	4
Detecting Critical Nodes in Sparse Graphs via “Reduce-Solve-Combine” Memetic Search	4
Predictive Search for Capacitated Multi-Item Lot Sizing Problems	4
Adaptive Bundle Methods for Nonlinear Robust Optimization	4
An Improved Integer L-Shaped Method for the Vehicle Routing Problem with Stochastic Demands	4
Multivariable Branching: A 0-1 Knapsack Problem Case Study	4
Combinatorial Heuristics for Inventory Routing Problems	3
A High-Fidelity Model to Predict Length of Stay in the Neonatal Intensive Care Unit	3
Min-Sup-Min Robust Combinatorial Optimization with Few Recourse Solutions	3
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	3
Robust Team Orienteering Problem with Decreasing Profits	3
SHEDR: An End-to-End Deep Neural Event Detection and Recommendation Framework for Hyperlocal News Using Social Media	3
Routing Replenishment Workers: The Prize Collecting Traveling Salesman Problem in Scattered Storage Warehouses	3
Machine Learning–Supported Prediction of Dual Variables for the Cutting Stock Problem with an Application in Stabilized Column Generation	3
A Mixed-Integer Fractional Optimization Approach to Best Subset Selection	3
Machine Learning Methods for Data-Driven Demand Estimation and Assortment Planning Considering Cross-Selling and Substitutions	3
Robust Adaptive Submodular Maximization	3
Hub Location with Protection Under Interhub Link Failures	3
Optimization for L1-Norm Error Fitting via Data Aggregation	3
Efficient Solution Methods for a General r-Interdiction Median Problem with Fortification	3
A Progressive Approximation Approach for the Exact Solution of Sparse Large-Scale Binary Interdiction Games	3
Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres	3
A Computational Approach to First Passage Problems of Reflected Hyperexponential Jump Diffusion Processes	3
A Restricted Dual Peaceman-Rachford Splitting Method for a Strengthened DNN Relaxation for QAP	3
A New Likelihood Ratio Method for Training Artificial Neural Networks	3
L0-Regularized Learning for High-Dimensional Additive Hazards Regression	3
Integer Programming Formulations for Minimum Spanning Tree Interdiction	3
Optimal Power Flow in Distribution Networks Under N – 1 Disruptions: A Multistage Stochastic Programming Approach	3
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	3
The Quadratic Multiknapsack Problem with Conflicts and Balance Constraints	3
Optimization-based Mechanisms for the Course Allocation Problem	3
TGVx: Dynamic Personalized POI Deep Recommendation Model	3
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach	3
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	3
Asymptotically Optimal Sampling Policy for Selecting Top-m Alternatives	2
Building Load Control Using Distributionally Robust Chance-Constrained Programs with Right-Hand Side Uncertainty and the Risk-Adjustable Variants	2
Algorithms for Queueing Systems with Reneging and Priorities Modeled as Quasi-Birth-Death Processes	2
On a Reduction for a Class of Resource Allocation Problems	2
Extending the Scope of Robust Quadratic Optimization	2
Optimizing over an Ensemble of Trained Neural Networks	2
A Catalog of Formulations for the Network Pricing Problem	2
Group Equality in Adaptive Submodular Maximization	2
Convex Maximization via Adjustable Robust Optimization	2
Finding Feasible Systems for Subjective Constraints Using Recycled Observations	2
Breaking thermaxBarrier: Enhanced Approximation Algorithms for Partial Set Multicover Problem	2
An Iterated Dual Substitution Approach for Binary Integer Programming Problems Under the Min-Max Regret Criterion	2
Optimizing the Expected Maximum of Two Linear Functions Defined on a Multivariate Gaussian Distribution	2
Tagging Items Automatically Based on Both Content Information and Browsing Behaviors	2
Play Like the Pros? Solving the Game of Darts as a Dynamic Zero-Sum Game	2
Target-Oriented Distributionally Robust Optimization and Its Applications to Surgery Allocation	2
On the Solution of ℓ0-Constrained Sparse Inverse Covariance Estimation Problems	2
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	2
Network Design with Service Requirements: Scaling-up the Size of Solvable Problems	2
A Branch-and-Cut Algorithm for Submodular Interdiction Games	2
The Rank-One Quadratic Assignment Problem	2
Decomposing Loosely Coupled Mixed-Integer Programs for Optimal Microgrid Design	2
An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport	2
Reducing Simulation Input-Model Risk via Input Model Averaging	2
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments	2
Perspective Reformulations of Semicontinuous Quadratically Constrained Quadratic Programs	2
Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations	2
Min-Max Optimal Design of Two-Armed Trials with Side Information	2
An Adaptive Heuristic Approach to Compute Upper and Lower Bounds for The Close-Enough Traveling Salesman Problem	2
Learning Equilibria in Asymmetric Auction Games	2
An Improved Branch-and-Bound Algorithm for the One-Machine Scheduling Problem with Delayed Precedence Constraints	2
Bilinear Assignment Problem: Large Neighborhoods and Experimental Analysis of Algorithms	2
Integrated Stochastic Optimal Self-Scheduling for Two-Settlement Electricity Markets	2
Variable Bound Tightening and Valid Constraints for Multiperiod Blending	2
Polyhedral Results and Branch-and-Cut for the Resource Loading Problem	2
Exact Solution Algorithms for the Chordless Cycle Problem	2
Finding Regions of Counterfactual Explanations via Robust Optimization	2
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	2