Informs Journal on Computing

Article	Citations
Special Issue of INFORMS Journal on Computing—Scalable Reinforcement Learning Algorithms	51
Appreciation to Reviewers, 2023	45
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	44
Finite Difference Gradient Approximation: To Randomize or Not?	43
Code and Data Repository for Aircraft Conflict Resolution: A Benchmark Generator	42
Robust Models for the Kidney Exchange Problem	40
A Bilevel Network Interdiction Problem to Minimize the Number of Active Special Arcs in the Maximum Flow	38
Code and Data Repository for Bayesian Network Models for PTSD Screening in Veterans	35
Code and Data Repository for On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	35
Estimating the Size of Branch-and-Bound Trees	33
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	33
The Descent–Ascent Algorithm for DC Programming	30
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
Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series	25
A Bilevel Optimization Approach for a Class of Combinatorial Problems with Disruptions and Probing	24
A Penalized Sequential Convex Programming Approach for Continuous Network Design Problems	23
Code and Data Repository for Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	23
Code and Data Repository for Layout Optimization for a Large-Scale Grid-Connected Solar Power Plant	23
Code and Data Repository for Computational Framework for Target Tracking Information Fusion Problems	23
Code and Data Repository for Influence Minimization via Blocking Strategies	23
A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data	22
Integrating Users’ Contextual Engagements with Their General Preferences: An Interpretable Followee Recommendation Method	22
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	21
Code and Data Repository for Branch-and-Cut Algorithms for Colorful Components Problems	21

Detecting Product Adoption Intentions via Multiview Deep Learning	21
Note from the Editor	20
Unsupervised Learning for Human Mobility Behaviors	20
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	19
Code and Data Repository for A Peaceman-Rachford Splitting Method for the Protein Side-Chain Positioning Problem	18
Code and Data Repository for A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	18
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	18
Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships	18
Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	17
Code and Data Repository for Average Case Subquadratic Exact and Heuristic Procedures for the Traveling Salesman 2-OPT Neighborhood	17
Integrated Stochastic Optimal Self-Scheduling for Two-Settlement Electricity Markets	17
Adaptive Influence Maximization: Adaptability via Nonadaptability	17
Iterative Deepening Dynamically Improved Bounds Bidirectional Search	17
Knowledge Learning of Insurance Risks Using Dependence Models	16
The Rank-One Quadratic Assignment Problem	16
Code and Data Repository for SSS Algorithms for Max-Cut	15
Editorial Board	15
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	15
Solving Natural Conic Formulations with Hypatia.jl	15
Rescheduling with New Orders Under Bounded Disruption	15
Code and Data Repository for An Improved Combinatorial Benders Decomposition Algorithm for the Human-Robot Collaborative Assembly Line Balancing Problem	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 Confidence-Aware Multimodal Learning for Trustworthy Fake News Detection	14
Editorial Board	14
A Sequential Follower Refinement Algorithm for Robust Surgery Scheduling	14
Code and Data Repository for Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	14
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	14
Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres	14
Code and Data Repository for An Optimization-Based Scheduling Methodology for Appointment Systems with Heterogeneous Customers and Nonstationary Arrival Processes	14
Globalized Distributionally Robust Counterpart	14
SDP-Based Bounds for the Quadratic Cycle Cover Problem via Cutting-Plane Augmented Lagrangian Methods and Reinforcement Learning	13
Note from the Editor	13
Code and Data Repository for InfrastructureModels: Composable Multi-infrastructure Optimization in Julia	13
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	13
RoutingBlocks: An Open-Source Python Package for Vehicle Routing Problems with Intermediate Stops	12
On Solving MAX-SAT Using Sum of Squares	12
Real-Time Derivative Pricing and Hedging with Consistent Metamodels	12
Models for Test Cost Minimization in Database Migration	12
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
Cross-Entropy Method for the Maximal Covering Location Problem	11
Code and Data Repository for Decision Making Under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers	11
Convex and Nonconvex Risk-Based Linear Regression at Scale	11
An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty	11
Network Migration Problem: A Hybrid Logic-Based Benders Decomposition Approach	11
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	11
Editorial Board	11
Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities	10
Exact and Approximation Algorithms for Sparse Principal Component Analysis	10
A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	10

Code and Data Repository for A Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem	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
Adaptive Bundle Methods for Nonlinear Robust Optimization	10
An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization	10
Note from the Editor	9
Target-Oriented Distributionally Robust Optimization and Its Applications to Surgery Allocation	9
Combination Chemotherapy Optimization with Discrete Dosing	9
Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective	9
Code and Data Repository for Revisiting Semidefinite Programming Approaches to Options Pricing: Complexity and Computational Perspectives	9
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	9
Note from the Editor	9
Code and Data Repository for Platoon Optimization Based on Truck Pairs	9
Adjustable Robust Optimization with Discrete Uncertainty	9
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	9
Monte Carlo Methods for Economic Capital	9
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances	9
On a Reduction for a Class of Resource Allocation Problems	9
Online Integrated Production and Distribution Scheduling: Review and Extensions	9
Decomposition Strategies for Vehicle Routing Heuristics	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
Finding Regions of Counterfactual Explanations via Robust Optimization	9
A General Framework for Approximating Min Sum Ordering Problems	9
Code and Data Repository for Now You See it, Now You Don’t: Obfuscation of Online Third-Party Information Sharing	9
A Set-Covering Approach to Customized Coverage Instrumentation	8
ROC++: Robust Optimization in C++	8
AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem	8
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem	8
FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients	8
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	8
Interpretable Matrix Completion: A Discrete Optimization Approach	8
Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	8
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization Problems in Julia	8
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	8
Dynamic Programming for Response-Adaptive Dose-Finding Clinical Trials	8
Fraud Detection by Integrating Multisource Heterogeneous Presence-Only Data	8
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	8
Aircraft Conflict Resolution: A Benchmark Generator	8
A Proximal Difference-of-Convex Algorithm for Sample Average Approximation of Chance Constrained Programming	8
Code and Data Repository for Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	7
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	7
Code and Data Repository for Regularized MIP Model for Integrating Energy Storage Systems and its Application for Solving a Trilevel Interdiction Problem	7
Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations	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
Approximate Kernel Learning Uncertainty Set for Robust Combinatorial Optimization	7
Spatiotemporal Data Set for Out-of-Hospital Cardiac Arrests	7
Supervised ML for Solving the GI/GI/1 Queue	7
The Continuous Time-Resource Trade-off Scheduling Problem with Time Windows	7
Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning	7
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
A Nonconvex Regularization Scheme for the Stochastic Dual Dynamic Programming Algorithm	7
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	7
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	7
The Balanced Facility Location Problem: Complexity and Heuristics	7
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach	7
Code and Data Repository for Appointment Scheduling with Delay-Tolerance Heterogeneity	7
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	6
Code and Data Repository for Sempervirens: A Fast Reconstruction Algorithm for Noisy and Incomplete Binary Matrix Representations of Trees	6
Code and Data Repository for Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	6
State-Variable Modeling for a Class of Two-Stage Stochastic Optimization Problems	6
Code and Data Repository for PIE - Partially Interpretable Estimators with Refinement	6
Code and Data Repository for Stability Representations of Many-to-One Matching Problems: An Integer Optimization Approach	6
Code and Data Repository for Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	6
Online TSP and Online Dial-a-Ride with Predictions	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 An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	6
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	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
Cost-Effective Social Media Influencer Marketing	6
Code and Data Repository Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	6
Code and Data Repository for The Descent–Ascent Algorithm for DC Programming	6
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields	6
Code and Data Repository for Iterated Inside Out: a new exact algorithm for the transportation problem	6
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments	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

Asymptotically Tight MILP Approximations for a Nonconvex QCP	6
Mitigating Age-Related Bias in Large Language Models: Strategies for Responsible Artificial Intelligence Development	6
Code and Data Repository for Exact and Approximate Schemes for Robust Optimization Problems with Decision-Dependent Information Discovery	6
Incorporating Promotional Effects in Sales Planning of the Retail Industry Using Geometric Programming	6
Code and Data Repository for Ranking Model Averaging: Ranking Based on Model Averaging	6
Appreciation to Reviewers	6
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	6
The Hot Spot Coverage Patrol Problem: Formulations and Solution Approaches	6
Convex Maximization via Adjustable Robust Optimization	5
Heterogeneous Multi-resource Planning and Allocation Under Stochastic Demand	5
A Branch-and-Cut Algorithm for Submodular Interdiction Games	5
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	5
Code and Data Repository for SimOpt: A Testbed for Simulation-Optimization Experiments	5
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	5
Code and Data Repository for Asymptotically Tight MILP Approximations for a Non-convex QCP	5
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	5
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	5
Pairwise Stability in Weighted Network Formation Games: Selection and Computation	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
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	5
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization	5
Self-Learning Threshold-Based Load Balancing	5
Code and Data Repository for Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks	5
Microgrid Planner: An Open-Source Software Platform	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
Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	5
Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone	5
Recursive McCormick Linearization of Multilinear Programs	5
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems	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
Uncovering Characteristic Response Paths of a Population	4
Learning Equilibria in Asymmetric Auction Games	4
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement	4
Efficient Nested Simulation Experiment Design via the Likelihood Ratio Method	4
A Flow-Based Formulation for Parallel Machine Scheduling Using Decision Diagrams	4
Partial Dominance in Branch-Price-and-Cut for the Basic Multicompartment Vehicle-Routing Problem	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
An Efficient Node Selection Policy for Monte Carlo Tree Search with Neural Networks	4
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	4
Code and Data Repository for On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning	4
Extending the Scope of Robust Quadratic Optimization	4
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	4
Code and Data Repository for Efficient Project Scheduling with Automous Learning Opportunities	4
Exact Approaches for Single Machine Total Weighted Tardiness Batch Scheduling	4
Optimizing the Expected Maximum of Two Linear Functions Defined on a Multivariate Gaussian Distribution	4
Code and Data Repository for Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	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
Editorial Board	4
A Nested Cross Decomposition Algorithm for Power System Capacity Expansion with Multiscale Uncertainties	4
Appointment Scheduling with Delay Tolerance Heterogeneity	4
Code and Data Repository for A Software Package and Data Set for the Personal Protective Equipment Matching Problem During Covid-19	4
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction	4
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size	4
Code and Data Repository for VeRoViz: A Vehicle Routing Visualization Toolkit	4