Informs Journal on Computing

Article	Citations
Special Issue of INFORMS Journal on Computing—Scalable Reinforcement Learning Algorithms	52
Code and Data Repository for Aircraft Conflict Resolution: A Benchmark Generator	48
Appreciation to Reviewers, 2023	48
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	46
Finite Difference Gradient Approximation: To Randomize or Not?	45
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	44
The Descent–Ascent Algorithm for DC Programming	42
A Bilevel Network Interdiction Problem to Minimize the Number of Active Special Arcs in the Maximum Flow	42
Code and Data Repository for On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	35
Code and Data Repository for Bayesian Network Models for PTSD Screening in Veterans	33
Estimating the Size of Branch-and-Bound Trees	33
Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series	28
Code and Data Repository for A New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis	28
Domain-Independent Dynamic Programming and Constraint Programming Approaches for Assembly Line Balancing Problems with Setups	27
Code and Data Repository for Responsible AI-Enabled Infodemic Management: A Hypergraph-based Infodemic Topic Prediction Framework	27
Code and Data Repository for Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	27
Code and Data Repository for Computational Framework for Target Tracking Information Fusion Problems	26
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	25
Code and Data Repository for Layout Optimization for a Large-Scale Grid-Connected Solar Power Plant	24
Code and Data Repository for An Improved Combinatorial Benders Decomposition Algorithm for the Human-Robot Collaborative Assembly Line Balancing Problem	24
Pseudo-Polynomial Formulations for the Bin Packing Problem with Minimum Color Fragmentation	24
Code and Data Repository for Influence Minimization via Blocking Strategies	23
Integrated Stochastic Optimal Self-Scheduling for Two-Settlement Electricity Markets	22
A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data	22
Detecting Product Adoption Intentions via Multiview Deep Learning	22

Rescheduling with New Orders Under Bounded Disruption	21
Code and Data Repository for Branch-and-Cut Algorithms for Colorful Components Problems	21
Unsupervised Learning for Human Mobility Behaviors	20
Note from the Editor	20
Code and Data Repository for A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	19
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	19
Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships	19
Code and Data Repository for A Peaceman-Rachford Splitting Method for the Protein Side-Chain Positioning Problem	18
Code and Data Repository for Average Case Subquadratic Exact and Heuristic Procedures for the Traveling Salesman 2-OPT Neighborhood	18
Iterative Deepening Dynamically Improved Bounds Bidirectional Search	17
Adaptive Influence Maximization: Adaptability via Nonadaptability	17
Integrating Users’ Contextual Engagements with Their General Preferences: An Interpretable Followee Recommendation Method	17
Code and Data Repository for SSS Algorithms for Max-Cut	17
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	16
Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	16
Editorial Board	16
A Bilevel Optimization Approach for a Class of Combinatorial Problems with Disruptions and Probing	16
Solving Natural Conic Formulations with Hypatia.jl	16
A Penalized Sequential Convex Programming Approach for Continuous Network Design Problems	16
SDP-Based Bounds for the Quadratic Cycle Cover Problem via Cutting-Plane Augmented Lagrangian Methods and Reinforcement Learning	15
Editorial Board	15
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	15
Code and Data Repository for Ensemble Variance Reduction Methods for Stochastic Mixed-Integer Programming and their Application to the Stochastic Facility Location Problem	15
Code and Data Repository for An Optimization-Based Scheduling Methodology for Appointment Systems with Heterogeneous Customers and Nonstationary Arrival Processes	15
Code and Data Repository for Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	14
An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty	14
Convex and Nonconvex Risk-Based Linear Regression at Scale	14
Code and Data Repository for Confidence-Aware Multimodal Learning for Trustworthy Fake News Detection	13
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	13
Globalized Distributionally Robust Counterpart	13
Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres	13
Code and Data Repository for InfrastructureModels: Composable Multi-infrastructure Optimization in Julia	12
On Solving MAX-SAT Using Sum of Squares	12
Network Migration Problem: A Hybrid Logic-Based Benders Decomposition Approach	12
Code and Data Repository for Decision Making Under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers	12
Note from the Editor	12
RoutingBlocks: An Open-Source Python Package for Vehicle Routing Problems with Intermediate Stops	12
Code and Data Repository for Computing Optimal Strategies for a Search Game in Discrete Locations	12
A Sequential Follower Refinement Algorithm for Robust Surgery Scheduling	12
Models for Test Cost Minimization in Database Migration	12
Real-Time Derivative Pricing and Hedging with Consistent Metamodels	12
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	12
Code and Data Repository for Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models	12
Editorial Board	11
Monte Carlo Methods for Economic Capital	11
Code and Data Repository for A Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem	11
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	11
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	11
Code and Data Repository for Production Planning Under Demand and Endogenous Supply Uncertainty	11
Code and Data Repository for A Multiobjective Approach for Sector Duration Optimization in Stereotactic Radiosurgery Treatment Planning	11

Adjustable Robust Optimization with Discrete Uncertainty	10
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	10
On a Reduction for a Class of Resource Allocation Problems	10
Cross-Entropy Method for the Maximal Covering Location Problem	10
Target-Oriented Distributionally Robust Optimization and Its Applications to Surgery Allocation	10
Code and Data Repository for DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems	10
Exact and Approximation Algorithms for Sparse Principal Component Analysis	10
A General Framework for Approximating Min Sum Ordering Problems	10
Decomposition Strategies for Vehicle Routing Heuristics	10
Combination Chemotherapy Optimization with Discrete Dosing	10
Finding Regions of Counterfactual Explanations via Robust Optimization	10
A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	10
Code and Data Repository for Revisiting Semidefinite Programming Approaches to Options Pricing: Complexity and Computational Perspectives	9
Note from the Editor	9
Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	9
Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities	9
Online Integrated Production and Distribution Scheduling: Review and Extensions	9
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances	9
FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients	9
Fraud Detection by Integrating Multisource Heterogeneous Presence-Only Data	9
Note from the Editor	9
An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization	9
Code and Data Repository for Now You See it, Now You Don’t: Obfuscation of Online Third-Party Information Sharing	9
Adaptive Bundle Methods for Nonlinear Robust Optimization	9
Code and Data Repository for Platoon Optimization Based on Truck Pairs	9
Dynamic Programming for Response-Adaptive Dose-Finding Clinical Trials	8
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization Problems in Julia	8
Aircraft Conflict Resolution: A Benchmark Generator	8
Spatiotemporal Data Set for Out-of-Hospital Cardiac Arrests	8
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	8
A Set-Covering Approach to Customized Coverage Instrumentation	8
A Column Generation Algorithm with Dynamic Constraint Aggregation for Minimum Sum-of-Squares Clustering	8
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	8
Supervised ML for Solving the GI/GI/1 Queue	8
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	8
Interpretable Matrix Completion: A Discrete Optimization Approach	8
SSS Algorithms for Max-Cut	8
ROC++: Robust Optimization in C++	8
Code and Data Repository for Regularized MIP Model for Integrating Energy Storage Systems and its Application for Solving a Trilevel Interdiction Problem	8
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	8
Augmenting Markov Cohort Analysis to Compute (Co)Variances: Implications for Strength of Cost-Effectiveness	7
PaPILO: A Parallel Presolving Library for Integer and Linear Optimization with Multiprecision Support	7
The Continuous Time-Resource Trade-off Scheduling Problem with Time Windows	7
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	7
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach	7
Code and Data Repository for Appointment Scheduling with Delay-Tolerance Heterogeneity	7
Code and Data Repository for Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	7
Solving Large-Scale Fixed-Budget Ranking and Selection Problems	7
Code and Data Repository for Pseudo-Polynomial Formulations for the Bin Packing Problem with Minimum Color Fragmentation	7
Code and Data Repository for Convergence Rates of Zeroth Order Gradient Descent for Łojasiewicz Functions	7
Approximate Kernel Learning Uncertainty Set for Robust Combinatorial Optimization	7
AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem	7
A Proximal Difference-of-Convex Algorithm for Sample Average Approximation of Chance Constrained Programming	7
A Nonconvex Regularization Scheme for the Stochastic Dual Dynamic Programming Algorithm	7
The Balanced Facility Location Problem: Complexity and Heuristics	6
An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport	6
Integer Programming, Constraint Programming, and Hybrid Decomposition Approaches to Discretizable Distance Geometry Problems	6
Code and Data Repository for Exact and Approximate Schemes for Robust Optimization Problems with Decision-Dependent Information Discovery	6
Cost-Effective Social Media Influencer Marketing	6
Code and Data Repository for PIE - Partially Interpretable Estimators with Refinement	6
A Decomposition Algorithm for Single and Multiobjective Integrated Market Selection and Production Planning	6
Appreciation to Reviewers	6
Mitigating Age-Related Bias in Large Language Models: Strategies for Responsible Artificial Intelligence Development	6
Code and Data Repository for A Branch-Price-and-Cut Algorithm for the Kidney Exchange Problem	6
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	6
State-Variable Modeling for a Class of Two-Stage Stochastic Optimization Problems	6
Code and Data Repository for An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	6
Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations	6
Code and Data Repository for A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	6
A Penalty Branch-and-Bound Method for Mixed Binary Linear Complementarity Problems	6
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	6
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	6
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	6
Assessing Multimodality Breast Cancer Screening Strategies for BRCA1/2 Gene Mutation Carriers and Other High-Risk Populations	6
Asymptotically Tight MILP Approximations for a Nonconvex QCP	6
The Hot Spot Coverage Patrol Problem: Formulations and Solution Approaches	6
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments	6
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	6
Code and Data Repository for Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	6
Code and Data Repository for Sempervirens: A Fast Reconstruction Algorithm for Noisy and Incomplete Binary Matrix Representations of Trees	6

Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning	6
Code and Data Repository for Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	6
Picker Routing in AGV-Assisted Order Picking Systems	6
An Efficient Global Optimal Method for Cardinality Constrained Portfolio Optimization	6
Code and Data Repository for SimOpt: A Testbed for Simulation-Optimization Experiments	5
Uncovering Characteristic Response Paths of a Population	5
Code and Data Repository for Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks	5
Code and Data Repository for Stability Representations of Many-to-One Matching Problems: An Integer Optimization Approach	5
Microgrid Planner: An Open-Source Software Platform	5
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach	5
Extending the Scope of Robust Quadratic Optimization	5
Self-Learning Threshold-Based Load Balancing	5
Routing Replenishment Workers: The Prize Collecting Traveling Salesman Problem in Scattered Storage Warehouses	5
Convex Maximization via Adjustable Robust Optimization	5
Code and Data Repository for Iterated Inside Out: a new exact algorithm for the transportation problem	5
Incorporating Promotional Effects in Sales Planning of the Retail Industry Using Geometric Programming	5
Code and Data Repository Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	5
A Branch-and-Cut Algorithm for Submodular Interdiction Games	5
Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	5
Code and Data Repository for A Software Package and Data Set for the Personal Protective Equipment Matching Problem During Covid-19	5
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	5
Heterogeneous Multi-resource Planning and Allocation Under Stochastic Demand	5
Code and Data Repository for The Descent–Ascent Algorithm for DC Programming	5
Code and Data Repository for Ranking Model Averaging: Ranking Based on Model Averaging	5
Online TSP and Online Dial-a-Ride with Predictions	5
Pairwise Stability in Weighted Network Formation Games: Selection and Computation	5
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	5
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	5
DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems	4
Code and Data Repository for A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms	4
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	4
Code and Data Repository for TGVx: Dynamic Personalized POI Deep Recommendation Model	4
Recursive McCormick Linearization of Multilinear Programs	4
Code and Data Repository for Asymptotically Tight MILP Approximations for a Non-convex QCP	4
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement	4
Editorial Board	4
PIE—Partially Interpretable Estimators with Refinement	4
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	4
Predictive Search for Capacitated Multi-Item Lot Sizing Problems	4
Code and Data Repository for Binary Quantum Control Optimization with Uncertain Hamiltonians	4
Code and Data Repository for Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
A Nested Cross Decomposition Algorithm for Power System Capacity Expansion with Multiscale Uncertainties	4
Code and Data Repository for On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning	4
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization	4
Code and Data Repository for Efficient Project Scheduling with Automous Learning Opportunities	4
Learning Equilibria in Asymmetric Auction Games	4
Code and Data Repository for VeRoViz: A Vehicle Routing Visualization Toolkit	4
Code and Data Repository for Refined Wasserstein Distributionally Robust Optimization for Contract Pricing: The Value of Optimality Conditions in Transactions	4
A Flow-Based Formulation for Parallel Machine Scheduling Using Decision Diagrams	4
Code and Data Repository for Distributionally Robust Chance-Constrained p-Hub Center Problem	4
Partial Dominance in Branch-Price-and-Cut for the Basic Multicompartment Vehicle-Routing Problem	4
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	4
Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone	4
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	4
Appointment Scheduling with Delay Tolerance Heterogeneity	4
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	4
Efficient Nested Simulation Experiment Design via the Likelihood Ratio Method	4
Periodic Event Scheduling for Automated Production Systems	4
A Branch-and-Price Algorithm for Robust Drone-Vehicle Routing Problem with Time Windows	3
Note from the Editor	3
Code and Data Repository for AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem	3
Bayesian Network Models for PTSD Screening in Veterans	3
Code and Data Repository for Gradient-based Simulation Optimization Algorithms via Multi-Resolution System Approximations	3
A New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis	3
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	3
A Numerically Exact Algorithm for the Bin-Packing Problem	3
Iterative Rule Extension for Logic Analysis of Data: An MILP-Based Heuristic to Derive Interpretable Binary Classifiers from Large Data Sets	3
Code and Data Repository for alfonso: Matlab Package for Nonsymmetric Conic Optimization	3
Fair and Reliable Reconnections for Temporary Disruptions in Electric Distribution Networks	3
Unified Framework for Choice-Based Facility Location Problem	3
Optimal System Adjustment Under Operational Constraints with Applications to Infectious Disease Screening	3
Code and Data Repository for Robust Sourcing Under Multi-level Supply Risks: Analysis of Random Yield and Capacity	3
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances	3
Seamless Multimodal Transportation Scheduling	3
Exact Approaches for Single Machine Total Weighted Tardiness Batch Scheduling	3
An Efficient Node Selection Policy for Monte Carlo Tree Search with Neural Networks	3
Editorial Board	3
Convergence Rates of Zeroth Order Gradient Descent for Łojasiewicz Functions	3
Divide and Contrast: A Text-Based Method for Firm Market Risk Prediction	3
Code and Data Repository for Spatial Branch-and-Bound for Nonconvex Separable Piecewise Linear Optimization	3
Code and Data Repository for frvcpy: An Open-Source Solver for the Fixed Route Vehicle Charging Problem	3
Recourse in Kidney Exchange Programs	3
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach	3
Code and Data Repository for Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning	3
A Polyhedral Study on Fuel-Constrained Unit Commitment	3
Optimizing the Expected Maximum of Two Linear Functions Defined on a Multivariate Gaussian Distribution	3
Code and Data Repository for PPFL: A Personalized Federated Learning Framework for Heterogeneous Population	3
Code and Data Repository for Microgrid Planner: An Open-Source Software Platform	3
Code and Data Repository for Optimized Noise Suppression for Quantum Circuits	3
On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	2
A New Likelihood Ratio Method for Training Artificial Neural Networks	2
Code and Data Repository for Exact MILP Models for Redundancy Allocation with Mixed Components	2
Non-Monotonicity of Branching Rules with Respect to Linear Relaxations	2
Scalable Optimization Methods for Incorporating Spatiotemporal Fractionation into Intensity-Modulated Radiotherapy Planning	2
Heuristic Search for Rank Aggregation with Application to Label Ranking	2