Informs Journal on Computing

Article	Citations
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems	48
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming	40
Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings	37
On Mixed-Integer Programming Formulations for the Unit Commitment Problem	34
A Scalable Algorithm for Sparse Portfolio Selection	28
Picker Routing in AGV-Assisted Order Picking Systems	25
Computing Feasible Points of Bilevel Problems with a Penalty Alternating Direction Method	24
Approximate Dynamic Programming for Military Medical Evacuation Dispatching Policies	23
MathOptInterface: A Data Structure for Mathematical Optimization Problems	23
Online Mixed-Integer Optimization in Milliseconds	21
On the Derivation of Continuous Piecewise Linear Approximating Functions	21
Robust Optimization of a Broad Class of Heterogeneous Vehicle Routing Problems Under Demand Uncertainty	21
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets	20
Integrated Backup Rolling Stock Allocation and Timetable Rescheduling with Uncertain Time-Variant Passenger Demand Under Disruptive Events	18
Novel Formulations and Logic-Based Benders Decomposition for the Integrated Parallel Machine Scheduling and Location Problem	18
Branch and Price for Chance-Constrained Bin Packing	18
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded	18
Ranking and Selection with Covariates for Personalized Decision Making	17
Enumeration of the Nondominated Set of Multiobjective Discrete Optimization Problems	17
Distributionally Robust Optimization Under a Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics	16
Learning-Based Branch-and-Price Algorithms for the Vehicle Routing Problem with Time Windows and Two-Dimensional Loading Constraints	16
Data-Driven Optimization of Reward-Risk Ratio Measures	16
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem	16
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	15
Scalable Vertiport Hub Location Selection for Air Taxi Operations in a Metropolitan Region	14

Distributionally Robust Design for Redundancy Allocation	14
A Branch-Price-and-Cut Procedure for the Discrete Ordered Median Problem	14
Solving the Type-2 Assembly Line Balancing with Setups Using Logic-Based Benders Decomposition	13
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	13
A Branch-and-Price Algorithm for Facility Location with General Facility Cost Functions	13
JANOS: An Integrated Predictive and Prescriptive Modeling Framework	12
Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution	12
Solving Natural Conic Formulations with Hypatia.jl	12
Approximation Methods for Multiobjective Optimization Problems: A Survey	12
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness	12
Robust Optimization for Electricity Generation	11
Multistage Stochastic Power Generation Scheduling Co-Optimizing Energy and Ancillary Services	11
Sparse Convex Regression	11
SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering	11
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields	11
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks	10
Multicomponent Maintenance Optimization: A Stochastic Programming Approach	10
Robust Models for the Kidney Exchange Problem	10
Computationally Efficient Approximations for Distributionally Robust Optimization Under Moment and Wasserstein Ambiguity	10
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	10
A Comparison of Two Mixed-Integer Linear Programs for Piecewise Linear Function Fitting	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
Efficient Sampling Allocation Procedures for Optimal Quantile Selection	10
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems	10
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	10
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
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	8
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective	8
MAD Dispersion Measure Makes Extremal Queue Analysis Simple	8
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach	8
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	8
Solving the Distance-Based Critical Node Problem	8
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	8
Speeding Up Paulson’s Procedure for Large-Scale Problems Using Parallel Computing	8
Detecting Product Adoption Intentions via Multiview Deep Learning	8
A Branch-and-Bound Algorithm for Team Formation on Social Networks	7
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	7
Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective	7
Supervised t-Distributed Stochastic Neighbor Embedding for Data Visualization and Classification	7
Finite Difference Gradient Approximation: To Randomize or Not?	7
frvcpy: An Open-Source Solver for the Fixed Route Vehicle Charging Problem	7
Convex Relaxations for Quadratic On/Off Constraints and Applications to Optimal Transmission Switching	7
A Multilevel Simulation Optimization Approach for Quantile Functions	7
Mixed-Integer Programming vs. Constraint Programming for Shop Scheduling Problems: New Results and Outlook	7
Differentially Private Distributed Learning	7
Exact Algorithms for the Minimum Load Spanning Tree Problem	7

Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	7
Team Orienteering with Time-Varying Profit	7
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	6
Dynamic Programming for the Time-Dependent Traveling Salesman Problem with Time Windows	6
Optimization-Driven Scenario Grouping	6
Recourse in Kidney Exchange Programs	6
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning	6
Time-Dependent Shortest Path Problems with Penalties and Limits on Waiting	6
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	6
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach	6
Knowledge Learning of Insurance Risks Using Dependence Models	6
Stochastic Dual Dynamic Programming for Multiechelon Lot Sizing with Component Substitution	6
Estimating the Size of Branch-and-Bound Trees	6
VeRoViz: A Vehicle Routing Visualization Toolkit	6
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	6
Statistical Tests for Cross-Validation of Kriging Models	6
The Star Degree Centrality Problem: A Decomposition Approach	6
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design	6
On Cluster-Aware Supervised Learning: Frameworks, Convergent Algorithms, and Applications	5
Solving AC Optimal Power Flow with Discrete Decisions to Global Optimality	5
Improved Computational Approaches and Heuristics for Zero Forcing	5
Stochastic Decomposition for Two-Stage Stochastic Linear Programs with Random Cost Coefficients	5
Optimising Electric Vehicle Charging Station Placement Using Advanced Discrete Choice Models	5
Worst-Case Expected Shortfall with Univariate and Bivariate Marginals	5
Domination Measure: A New Metric for Solving Multiobjective Optimization	5
An Alternating Method for Cardinality-Constrained Optimization: A Computational Study for the Best Subset Selection and Sparse Portfolio Problems	5
A Splicing Approach to Best Subset of Groups Selection	5
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	5
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem	5
A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities	5
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	5
Efficient Stochastic Programming in Julia	5
Benders Subproblem Decomposition for Bilevel Problems with Convex Follower	5
The Zero Regrets Algorithm: Optimizing over Pure Nash Equilibria via Integer Programming	5
Reducing Conservatism in Robust Optimization	5
Integrating Individual and Aggregate Diversity in Top-N Recommendation	5
Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	5
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization	5
Branch-and-Bound for Biobjective Mixed-Integer Linear Programming	5
3-D Dynamic UAV Base Station Location Problem	5
Radius of Robust Feasibility for Mixed-Integer Problems	5
Combining Polyhedral Approaches and Stochastic Dual Dynamic Integer Programming for Solving the Uncapacitated Lot-Sizing Problem Under Uncertainty	5
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances	5
Robust Minimum-Cost Flow Problems Under Multiple Ripple Effect Disruptions	5
Decomposition Strategies for Vehicle Routing Heuristics	5
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
Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning	4
A New Scenario Reduction Method Based on Higher-Order Moments	4
A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid	4
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	4
Reducing and Calibrating for Input Model Bias in Computer Simulation	4
Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion	4
Globalized Distributionally Robust Counterpart	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
ROC++: Robust Optimization in C++	4
Conflict-Driven Heuristics for Mixed Integer Programming	4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	4
Decision Diagram Decomposition for Quadratically Constrained Binary Optimization	4
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	4
Optimized Scenario Reduction: Solving Large-Scale Stochastic Programs with Quality Guarantees	4
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	4
Solving Large-Scale Fixed-Budget Ranking and Selection Problems	4
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	4
A Simulation Optimization Approach for the Appointment Scheduling Problem with Decision-Dependent Uncertainties	4
Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks	4
Cost-Effective Social Media Influencer Marketing	4
Parallel Machine Scheduling Under Uncertainty: Models and Exact Algorithms	4
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes	4
Exact Branch-Price-and-Cut for a Hospital Therapist Scheduling Problem with Flexible Service Locations and Time-Dependent Location Capacity	4
Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application	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
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
Optimal Screening of Populations with Heterogeneous Risk Profiles Under the Availability of Multiple Tests	4
RSOME in Python: An Open-Source Package for Robust Stochastic Optimization Made Easy	4
Chance-Constrained Multiple Bin Packing Problem with an Application to Operating Room Planning	4
Posterior-Based Stopping Rules for Bayesian Ranking-and-Selection Procedures	4

Surgery Sequencing Coordination with Recovery Resource Constraints	4
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	4
MILP Models for Complex System Reliability Redundancy Allocation with Mixed Components	4
Bin Packing Problem with Time Lags	4
On the Exact Solution of Prize-Collecting Steiner Tree Problems	4
SimOpt: A Testbed for Simulation-Optimization Experiments	4
Influence Maximization with Latency Requirements on Social Networks	4
Adaptive Bundle Methods for Nonlinear Robust Optimization	4
Multivariable Branching: A 0-1 Knapsack Problem Case Study	4
Computing Sensitivities for Distortion Risk Measures	4
The Maximum k-Colorable Subgraph Problem and Related Problems	4