Informs Journal on Computing

Article	Citations
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	49
Special Issue of INFORMS Journal on Computing—Scalable Reinforcement Learning Algorithms	42
Appreciation to Reviewers, 2023	41
Code and Data Repository for A New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis	39
Code and Data Repository for On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	38
Code and Data Repository for Bayesian Network Models for PTSD Screening in Veterans	38
Domain-Independent Dynamic Programming and Constraint Programming Approaches for Assembly Line Balancing Problems with Setups	34
Code and Data Repository for Aircraft Conflict Resolution: A Benchmark Generator	32
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	30
A Bilevel Network Interdiction Problem to Minimize the Number of Active Special Arcs in the Maximum Flow	28
Finite Difference Gradient Approximation: To Randomize or Not?	27
Robust Models for the Kidney Exchange Problem	27
The Descent–Ascent Algorithm for DC Programming	25
Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series	24
Estimating the Size of Branch-and-Bound Trees	24
A Bilevel Optimization Approach for a Class of Combinatorial Problems with Disruptions and Probing	23
Code and Data Repository for An Improved Combinatorial Benders Decomposition Algorithm for the Human-Robot Collaborative Assembly Line Balancing Problem	22
Code and Data Repository for Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	22
Code and Data Repository for Computational Framework for Target Tracking Information Fusion Problems	21
Note from the Editor	21
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	20
Unsupervised Learning for Human Mobility Behaviors	20
Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships	20
Iterative Deepening Dynamically Improved Bounds Bidirectional Search	20
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	19

Integrated Stochastic Optimal Self-Scheduling for Two-Settlement Electricity Markets	18
A Penalized Sequential Convex Programming Approach for Continuous Network Design Problems	18
Detecting Product Adoption Intentions via Multiview Deep Learning	17
Code and Data Repository for A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	17
Solving Natural Conic Formulations with Hypatia.jl	17
Rescheduling with New Orders Under Bounded Disruption	16
Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	16
The Rank-One Quadratic Assignment Problem	16
Code and Data Repository for Average Case Subquadratic Exact and Heuristic Procedures for the Traveling Salesman 2-OPT Neighborhood	15
Code and Data Repository for Layout Optimization for a Large-Scale Grid-Connected Solar Power Plant	15
Adaptive Influence Maximization: Adaptability via Nonadaptability	15
Code and Data Repository for Influence Minimization via Blocking Strategies	15
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	15
Code and Data Repository for A Peaceman-Rachford Splitting Method for the Protein Side-Chain Positioning Problem	15
Knowledge Learning of Insurance Risks Using Dependence Models	14
A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data	14
SDP-Based Bounds for the Quadratic Cycle Cover Problem via Cutting-Plane Augmented Lagrangian Methods and Reinforcement Learning	14
Integrating Users’ Contextual Engagements with Their General Preferences: An Interpretable Followee Recommendation Method	14
RoutingBlocks: An Open-Source Python Package for Vehicle Routing Problems with Intermediate Stops	13
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	13
Note from the Editor	13
Editorial Board	13
Code and Data Repository for Decision Making Under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers	13
A Sequential Follower Refinement Algorithm for Robust Surgery Scheduling	12
On Solving MAX-SAT Using Sum of Squares	12
Code and Data Repository for Ensemble Variance Reduction Methods for Stochastic Mixed-Integer Programming and their Application to the Stochastic Facility Location Problem	12
An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty	12
Code and Data Repository for InfrastructureModels: Composable Multi-infrastructure Optimization in Julia	12
Globalized Distributionally Robust Counterpart	12
Network Migration Problem: A Hybrid Logic-Based Benders Decomposition Approach	12
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	12
Models for Test Cost Minimization in Database Migration	12
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	12
Code and Data Repository for An Optimization-Based Scheduling Methodology for Appointment Systems with Heterogeneous Customers and Nonstationary Arrival Processes	11
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	11
Real-Time Derivative Pricing and Hedging with Consistent Metamodels	11
Editorial Board	11
A General Framework for Approximating Min Sum Ordering Problems	10
Code and Data Repository for Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	10
Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres	10
Code and Data Repository for Computing Optimal Strategies for a Search Game in Discrete Locations	10
Code and Data Repository for Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models	10
Convex and Nonconvex Risk-Based Linear Regression at Scale	10
Combination Chemotherapy Optimization with Discrete Dosing	9
Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective	9
Exact and Approximation Algorithms for Sparse Principal Component Analysis	9
Editorial Board	9
Adjustable Robust Optimization with Discrete Uncertainty	9
Code and Data Repository for A Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem	9
On a Reduction for a Class of Resource Allocation Problems	9

Code and Data Repository for DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems	9
Cross-Entropy Method for the Maximal Covering Location Problem	9
Code and Data Repository for A Multiobjective Approach for Sector Duration Optimization in Stereotactic Radiosurgery Treatment Planning	9
Code and Data Repository for Production Planning Under Demand and Endogenous Supply Uncertainty	9
Target-Oriented Distributionally Robust Optimization and Its Applications to Surgery Allocation	9
An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization	8
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	8
A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	8
A Set-Covering Approach to Customized Coverage Instrumentation	8
Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities	8
FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients	8
Monte Carlo Methods for Economic Capital	8
Note from the Editor	8
Finding Regions of Counterfactual Explanations via Robust Optimization	8
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization Problems in Julia	8
Dynamic Programming for Response-Adaptive Dose-Finding Clinical Trials	8
Decomposition Strategies for Vehicle Routing Heuristics	8
Adaptive Bundle Methods for Nonlinear Robust Optimization	8
ROC++: Robust Optimization in C++	8
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	8
Interpretable Matrix Completion: A Discrete Optimization Approach	8
Fraud Detection by Integrating Multisource Heterogeneous Presence-Only Data	7
Code and Data Repository for Now You See it, Now You Don’t: Obfuscation of Online Third-Party Information Sharing	7
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	7
The Continuous Time-Resource Trade-off Scheduling Problem with Time Windows	7
Note from the Editor	7
Code and Data Repository for Revisiting Semidefinite Programming Approaches to Options Pricing: Complexity and Computational Perspectives	7
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	7
Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	7
Online Integrated Production and Distribution Scheduling: Review and Extensions	7
Code and Data Repository for Platoon Optimization Based on Truck Pairs	7
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances	7
Aircraft Conflict Resolution: A Benchmark Generator	7
Augmenting Markov Cohort Analysis to Compute (Co)Variances: Implications for Strength of Cost-Effectiveness	7
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	6
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach	6
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	6
Supervised ML for Solving the GI/GI/1 Queue	6
Code and Data Repository for Convergence Rates of Zeroth Order Gradient Descent for Łojasiewicz Functions	6
PaPILO: A Parallel Presolving Library for Integer and Linear Optimization with Multiprecision Support	6
AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem	6
A Penalty Branch-and-Bound Method for Mixed Binary Linear Complementarity Problems	6
Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations	6
Code and Data Repository for Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	6
A Nonconvex Regularization Scheme for the Stochastic Dual Dynamic Programming Algorithm	6
Spatiotemporal Data Set for Out-of-Hospital Cardiac Arrests	6
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem	6
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	6
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	6
State-Variable Modeling for a Class of Two-Stage Stochastic Optimization Problems	6
Approximate Kernel Learning Uncertainty Set for Robust Combinatorial Optimization	6
Code and Data Repository for Appointment Scheduling with Delay-Tolerance Heterogeneity	6
A Proximal Difference-of-Convex Algorithm for Sample Average Approximation of Chance Constrained Programming	6
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	6
Solving Large-Scale Fixed-Budget Ranking and Selection Problems	6
Code and Data Repository for Sempervirens: A Fast Reconstruction Algorithm for Noisy and Incomplete Binary Matrix Representations of Trees	5
Picker Routing in AGV-Assisted Order Picking Systems	5
A Decomposition Algorithm for Single and Multiobjective Integrated Market Selection and Production Planning	5
Code and Data Repository for Iterated Inside Out: a new exact algorithm for the transportation problem	5
Code and Data Repository for The Descent–Ascent Algorithm for DC Programming	5
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	5
Integer Programming, Constraint Programming, and Hybrid Decomposition Approaches to Discretizable Distance Geometry Problems	5
Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning	5
Code and Data Repository for Exact and Approximate Schemes for Robust Optimization Problems with Decision-Dependent Information Discovery	5
Appreciation to Reviewers	5
Code and Data Repository Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	5
Code and Data Repository for Stability Representations of Many-to-One Matching Problems: An Integer Optimization Approach	5
A Branch-and-Cut Algorithm for Submodular Interdiction Games	5
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	5
Code and Data Repository for A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	5
Code and Data Repository for Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	5
The Hot Spot Coverage Patrol Problem: Formulations and Solution Approaches	5
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields	5
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments	5
Cost-Effective Social Media Influencer Marketing	5
Code and Data Repository for Ranking Model Averaging: Ranking Based on Model Averaging	5
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach	5
Online TSP and Online Dial-a-Ride with Predictions	5
Heterogeneous Multi-resource Planning and Allocation Under Stochastic Demand	5
An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport	5

The Balanced Facility Location Problem: Complexity and Heuristics	5
An Efficient Global Optimal Method for Cardinality Constrained Portfolio Optimization	5
Code and Data Repository for An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	5
Code and Data Repository for Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks	4
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	4
Code and Data Repository for SimOpt: A Testbed for Simulation-Optimization Experiments	4
Incorporating Promotional Effects in Sales Planning of the Retail Industry Using Geometric Programming	4
Editorial Board	4
Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone	4
Self-Learning Threshold-Based Load Balancing	4
Code and Data Repository for Efficient Project Scheduling with Automous Learning Opportunities	4
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	4
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	4
Learning Equilibria in Asymmetric Auction Games	4
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	4
Code and Data Repository for Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	4
Uncovering Characteristic Response Paths of a Population	4
Convex Maximization via Adjustable Robust Optimization	4
Code and Data Repository for On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning	4
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	4
A Nested Cross Decomposition Algorithm for Power System Capacity Expansion with Multiscale Uncertainties	4
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization	4
Code and Data Repository for Asymptotically Tight MILP Approximations for a Non-convex QCP	4
Appointment Scheduling with Delay Tolerance Heterogeneity	4
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	4
Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	4
Microgrid Planner: An Open-Source Software Platform	4
DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems	4
Pairwise Stability in Weighted Network Formation Games: Selection and Computation	4
A Flow-Based Formulation for Parallel Machine Scheduling Using Decision Diagrams	4
Routing Replenishment Workers: The Prize Collecting Traveling Salesman Problem in Scattered Storage Warehouses	4
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	4
Code and Data Repository for Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement	4
Recursive McCormick Linearization of Multilinear Programs	4
Code and Data Repository for A Software Package and Data Set for the Personal Protective Equipment Matching Problem During Covid-19	4
Extending the Scope of Robust Quadratic Optimization	4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	3
Exact Approaches for Single Machine Total Weighted Tardiness Batch Scheduling	3
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	3
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	3
Code and Data Repository for Binary Quantum Control Optimization with Uncertain Hamiltonians	3
Code and Data Repository for Microgrid Planner: An Open-Source Software Platform	3
Note from the Editor	3
Partial Dominance in Branch-Price-and-Cut for the Basic Multicompartment Vehicle-Routing Problem	3
Code and Data Repository for A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms	3
Code and Data Repository for Refined Wasserstein Distributionally Robust Optimization for Contract Pricing: The Value of Optimality Conditions in Transactions	3
Code and Data Repository for Distributionally Robust Chance-Constrained p-Hub Center Problem	3
Efficient Nested Simulation Experiment Design via the Likelihood Ratio Method	3
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	3
A Polyhedral Study on Fuel-Constrained Unit Commitment	3
Now You See It, Now You Don’t: Obfuscation of Online Third-Party Information Sharing	3
Code and Data Repository for VeRoViz: A Vehicle Routing Visualization Toolkit	3
An Efficient Node Selection Policy for Monte Carlo Tree Search with Neural Networks	3
Predictive Search for Capacitated Multi-Item Lot Sizing Problems	3
Periodic Event Scheduling for Automated Production Systems	3
Optimizing the Expected Maximum of Two Linear Functions Defined on a Multivariate Gaussian Distribution	3
A Numerically Exact Algorithm for the Bin-Packing Problem	3
Seamless Multimodal Transportation Scheduling	3
Editorial Board	3
Recourse in Kidney Exchange Programs	3
Code and Data Repository for Robust Sourcing Under Multi-level Supply Risks: Analysis of Random Yield and Capacity	2
Bayesian Network Models for PTSD Screening in Veterans	2
Exact and Approximate Schemes for Robust Optimization Problems with Decision-Dependent Information Discovery	2
Code and Data Repository for A Polyhedral Study on Fuel-Constrained Unit Commitment	2
On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	2
Reference Vector Assisted Candidate Search with Aggregated Surrogate for Computationally Expensive Many Objective Optimization Problems	2
Code and Data Repository for Inference in Higher-order Undirected Graphical Models and Binary Polynomial Optimization	2
Code and Data Repository for Solving Two-Stage Stochastic Programs with Endogenous Uncertainty via Random Variable Transformation	2
Surgery Sequencing Coordination with Recovery Resource Constraints	2
Exact Simulation of Quadratic Intensity Models	2
Penalty Decomposition Methods for Second-Best Congestion Pricing Problems on Large-Scale Networks	2
Forecasting Urban Traffic States with Sparse Data Using Hankel Temporal Matrix Factorization	2
An Improved Integer L-Shaped Method for the Vehicle Routing Problem with Stochastic Demands	2
Code and Data Repository for frvcpy: An Open-Source Solver for the Fixed Route Vehicle Charging Problem	2
An Iterative Exact Algorithm over a Time-Expanded Network for the Transportation of Biomedical Samples	2
Non-Monotonicity of Branching Rules with Respect to Linear Relaxations	2
Template-Based Minor Embedding for Adiabatic Quantum Optimization	2
Code and Data Repository for A Differentiable Path-Following Method with a Compact Formulation to Compute Proper Equilibria	2
A Branch-and-Price Framework for Decomposing Graphs into Relaxed Cliques	2
Efficient and Flexible Long-Tail Recommendation Using Cosine Patterns	2
Efficiently Constructing Convex Approximation Sets in Multiobjective Optimization Problems	2
Fair and Reliable Reconnections for Temporary Disruptions in Electric Distribution Networks	2
Parallel Machine Scheduling Under Uncertainty: Models and Exact Algorithms	2
Code and Data Repository for Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning	2
Code and Data Repository for Optimized Noise Suppression for Quantum Circuits	2
Code and Data Repository for Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series	2
QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent	2
Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing	2
Time-Dependent Shortest Path Problems with Penalties and Limits on Waiting	2
Solving Sparse Separable Bilinear Programs Using Lifted Bilinear Cover Inequalities	2
A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid	2
Code and Data Repository for Activated Benders Decomposition for Day-ahead Paratransit Itinerary Planning	2
Platelet Inventory Management with Approximate Dynamic Programming	2