Informs Journal on Computing

Article	Citations
Special Issue of INFORMS Journal on Computing—Scalable Reinforcement Learning Algorithms	51
Appreciation to Reviewers, 2023	44
Code and Data Repository for Aircraft Conflict Resolution: A Benchmark Generator	43
A Bilevel Network Interdiction Problem to Minimize the Number of Active Special Arcs in the Maximum Flow	41
Robust Models for the Kidney Exchange Problem	40
Code and Data Repository for On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	39
Code and Data Repository for Bayesian Network Models for PTSD Screening in Veterans	34
Estimating the Size of Branch-and-Bound Trees	32
Finite Difference Gradient Approximation: To Randomize or Not?	32
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	32
The Descent–Ascent Algorithm for DC Programming	31
Domain-Independent Dynamic Programming and Constraint Programming Approaches for Assembly Line Balancing Problems with Setups	28
Code and Data Repository for A New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis	26
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	25
Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series	24
Code and Data Repository for Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	23
Code and Data Repository for Computational Framework for Target Tracking Information Fusion Problems	23
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	23
A Penalized Sequential Convex Programming Approach for Continuous Network Design Problems	22
Code and Data Repository for Influence Minimization via Blocking Strategies	21
Code and Data Repository for Layout Optimization for a Large-Scale Grid-Connected Solar Power Plant	21
Integrating Users’ Contextual Engagements with Their General Preferences: An Interpretable Followee Recommendation Method	21
Code and Data Repository for Branch-and-Cut Algorithms for Colorful Components Problems	20
Unsupervised Learning for Human Mobility Behaviors	20

A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data	20
Note from the Editor	20
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	18
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	17
Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships	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	16
Code and Data Repository for Average Case Subquadratic Exact and Heuristic Procedures for the Traveling Salesman 2-OPT Neighborhood	16
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	16
Adaptive Influence Maximization: Adaptability via Nonadaptability	16
Rescheduling with New Orders Under Bounded Disruption	16
Code and Data Repository for A Peaceman-Rachford Splitting Method for the Protein Side-Chain Positioning Problem	16
Iterative Deepening Dynamically Improved Bounds Bidirectional Search	15
Integrated Stochastic Optimal Self-Scheduling for Two-Settlement Electricity Markets	15
Knowledge Learning of Insurance Risks Using Dependence Models	15
Detecting Product Adoption Intentions via Multiview Deep Learning	15
Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	15
Code and Data Repository for An Optimization-Based Scheduling Methodology for Appointment Systems with Heterogeneous Customers and Nonstationary Arrival Processes	14
Code and Data Repository for Ensemble Variance Reduction Methods for Stochastic Mixed-Integer Programming and their Application to the Stochastic Facility Location Problem	14
Convex and Nonconvex Risk-Based Linear Regression at Scale	14
Editorial Board	14
Code and Data Repository for Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	14
Editorial Board	14
The Rank-One Quadratic Assignment Problem	14
A Sequential Follower Refinement Algorithm for Robust Surgery Scheduling	13
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	13
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	13
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	13
Code and Data Repository for Confidence-Aware Multimodal Learning for Trustworthy Fake News Detection	13
Globalized Distributionally Robust Counterpart	13
An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty	12
Models for Test Cost Minimization in Database Migration	12
SDP-Based Bounds for the Quadratic Cycle Cover Problem via Cutting-Plane Augmented Lagrangian Methods and Reinforcement Learning	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 InfrastructureModels: Composable Multi-infrastructure Optimization in Julia	12
On Solving MAX-SAT Using Sum of Squares	12
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	11
Code and Data Repository for Decision Making Under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers	11
Real-Time Derivative Pricing and Hedging with Consistent Metamodels	11
Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres	11
Code and Data Repository for Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models	11
Code and Data Repository for Computing Optimal Strategies for a Search Game in Discrete Locations	11
Network Migration Problem: A Hybrid Logic-Based Benders Decomposition Approach	11
Code and Data Repository for A Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem	10
Editorial Board	10
Cross-Entropy Method for the Maximal Covering Location Problem	10
An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization	10
Code and Data Repository for Production Planning Under Demand and Endogenous Supply Uncertainty	10
Code and Data Repository for A Multiobjective Approach for Sector Duration Optimization in Stereotactic Radiosurgery Treatment Planning	10

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

Code and Data Repository Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	5
Heterogeneous Multi-resource Planning and Allocation Under Stochastic Demand	5
Code and Data Repository for SimOpt: A Testbed for Simulation-Optimization Experiments	5
Routing Replenishment Workers: The Prize Collecting Traveling Salesman Problem in Scattered Storage Warehouses	5
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	5
A Branch-and-Cut Algorithm for Submodular Interdiction Games	5
Code and Data Repository for The Descent–Ascent Algorithm for DC Programming	5
Convex Maximization via Adjustable Robust Optimization	5
Code and Data Repository for Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks	5
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	5
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	5
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	5
Code and Data Repository for Stability Representations of Many-to-One Matching Problems: An Integer Optimization Approach	5
Incorporating Promotional Effects in Sales Planning of the Retail Industry Using Geometric Programming	5
Code and Data Repository for Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	5
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	5
Microgrid Planner: An Open-Source Software Platform	5
Recursive McCormick Linearization of Multilinear Programs	5
Code and Data Repository for On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning	5
Pairwise Stability in Weighted Network Formation Games: Selection and Computation	5
Code and Data Repository for Iterated Inside Out: a new exact algorithm for the transportation problem	5
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach	5
A Decomposition Algorithm for Single and Multiobjective Integrated Market Selection and Production Planning	5
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
Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone	4
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	4
A Nested Cross Decomposition Algorithm for Power System Capacity Expansion with Multiscale Uncertainties	4
Code and Data Repository for Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	4
Efficient Nested Simulation Experiment Design via the Likelihood Ratio Method	4
Periodic Event Scheduling for Automated Production Systems	4
Code and Data Repository for Binary Quantum Control Optimization with Uncertain Hamiltonians	4
Code and Data Repository for Distributionally Robust Chance-Constrained p-Hub Center Problem	4
Learning Equilibria in Asymmetric Auction Games	4
Code and Data Repository for Efficient Project Scheduling with Automous Learning Opportunities	4
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	4
Code and Data Repository for A Software Package and Data Set for the Personal Protective Equipment Matching Problem During Covid-19	4
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization	4
Extending the Scope of Robust Quadratic Optimization	4
An Efficient Node Selection Policy for Monte Carlo Tree Search with Neural Networks	4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	4
Code and Data Repository for VeRoViz: A Vehicle Routing Visualization Toolkit	4
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
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	4
Appointment Scheduling with Delay Tolerance Heterogeneity	4
Uncovering Characteristic Response Paths of a Population	4
Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
Self-Learning Threshold-Based Load Balancing	4
Editorial Board	4
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	4
Optimizing the Expected Maximum of Two Linear Functions Defined on a Multivariate Gaussian Distribution	4
A Flow-Based Formulation for Parallel Machine Scheduling Using Decision Diagrams	4
A Numerically Exact Algorithm for the Bin-Packing Problem	4
Code and Data Repository for Refined Wasserstein Distributionally Robust Optimization for Contract Pricing: The Value of Optimality Conditions in Transactions	4