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 Bayesian Network Models for PTSD Screening in Veterans	38
Code and Data Repository for On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	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
Robust Models for the Kidney Exchange Problem	27
Finite Difference Gradient Approximation: To Randomize or Not?	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
Note from the Editor	21
Code and Data Repository for Computational Framework for Target Tracking Information Fusion Problems	21
Iterative Deepening Dynamically Improved Bounds Bidirectional Search	20
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
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
Solving Natural Conic Formulations with Hypatia.jl	17
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
The Rank-One Quadratic Assignment Problem	16
Rescheduling with New Orders Under Bounded Disruption	16
Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	16
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
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
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
Knowledge Learning of Insurance Risks Using Dependence Models	14
A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data	14
Code and Data Repository for Decision Making Under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers	13
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
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
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
Editorial Board	11
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
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
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
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
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
Monte Carlo Methods for Economic Capital	8
Finding Regions of Counterfactual Explanations via Robust Optimization	8
ROC++: Robust Optimization in C++	8
Interpretable Matrix Completion: A Discrete Optimization Approach	8
Decomposition Strategies for Vehicle Routing Heuristics	8
Adaptive Bundle Methods for Nonlinear Robust Optimization	8
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	8
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	8
A Set-Covering Approach to Customized Coverage Instrumentation	8
FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients	8
An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization	8
A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	8
Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities	8
Note from the Editor	8
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization Problems in Julia	8
Dynamic Programming for Response-Adaptive Dose-Finding Clinical Trials	8
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
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
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
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
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 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 Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization	4
Code and Data Repository for Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks	4
Code and Data Repository for Asymptotically Tight MILP Approximations for a Non-convex QCP	4
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	4
Appointment Scheduling with Delay Tolerance Heterogeneity	4
Incorporating Promotional Effects in Sales Planning of the Retail Industry Using Geometric Programming	4
DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems	4
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	4
A Flow-Based Formulation for Parallel Machine Scheduling Using Decision Diagrams	4
Learning Equilibria in Asymmetric Auction Games	4
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	4
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	4
Code and Data Repository for Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
Code and Data Repository for Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	4
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement	4
Convex Maximization via Adjustable Robust Optimization	4
Recursive McCormick Linearization of Multilinear Programs	4
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	4
Code and Data Repository for SimOpt: A Testbed for Simulation-Optimization Experiments	4
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	4
Editorial Board	4
Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	4
Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone	4
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management	4
Self-Learning Threshold-Based Load Balancing	4
Microgrid Planner: An Open-Source Software Platform	4
Code and Data Repository for Efficient Project Scheduling with Automous Learning Opportunities	4
Pairwise Stability in Weighted Network Formation Games: Selection and Computation	4
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	4
Routing Replenishment Workers: The Prize Collecting Traveling Salesman Problem in Scattered Storage Warehouses	4
Uncovering Characteristic Response Paths of a Population	4
Code and Data Repository for On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning	4
Code and Data Repository for A Software Package and Data Set for the Personal Protective Equipment Matching Problem During Covid-19	4
A Nested Cross Decomposition Algorithm for Power System Capacity Expansion with Multiscale Uncertainties	4
Extending the Scope of Robust Quadratic Optimization	4