Informs Journal on Computing

Papers
(The TQCC of Informs Journal on Computing is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-02-01 to 2024-02-01.)
ArticleCitations
The Mothership and Drone Routing Problem58
Presolve Reductions in Mixed Integer Programming49
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems39
Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings36
A New Branch-and-Price-and-Cut Algorithm for One-Dimensional Bin-Packing Problems36
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming35
On Mixed-Integer Programming Formulations for the Unit Commitment Problem28
Piecewise Linear Function Fitting via Mixed-Integer Linear Programming27
A Scalable Algorithm for Sparse Portfolio Selection25
Approximate Dynamic Programming for Military Medical Evacuation Dispatching Policies22
Computing Feasible Points of Bilevel Problems with a Penalty Alternating Direction Method22
On the Derivation of Continuous Piecewise Linear Approximating Functions21
MathOptInterface: A Data Structure for Mathematical Optimization Problems20
Picker Routing in AGV-Assisted Order Picking Systems20
Robust Optimization of a Broad Class of Heterogeneous Vehicle Routing Problems Under Demand Uncertainty19
Branch and Price for Chance-Constrained Bin Packing18
Ranking and Selection with Covariates for Personalized Decision Making17
Online Mixed-Integer Optimization in Milliseconds17
Data-Driven Optimization of Reward-Risk Ratio Measures16
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets16
Novel Formulations and Logic-Based Benders Decomposition for the Integrated Parallel Machine Scheduling and Location Problem15
Enumeration of the Nondominated Set of Multiobjective Discrete Optimization Problems15
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded15
Distributionally Robust Design for Redundancy Allocation14
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information13
A Branch-and-Price Algorithm for Facility Location with General Facility Cost Functions13
Learning-Based Branch-and-Price Algorithms for the Vehicle Routing Problem with Time Windows and Two-Dimensional Loading Constraints12
Distributionally Robust Optimization Under a Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics12
Solving the Type-2 Assembly Line Balancing with Setups Using Logic-Based Benders Decomposition12
Scalable Vertiport Hub Location Selection for Air Taxi Operations in a Metropolitan Region11
Integrated Backup Rolling Stock Allocation and Timetable Rescheduling with Uncertain Time-Variant Passenger Demand Under Disruptive Events11
SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering11
A Branch-Price-and-Cut Procedure for the Discrete Ordered Median Problem11
Approximation Methods for Multiobjective Optimization Problems: A Survey11
Complexity Results and Effective Algorithms for Worst-Case Linear Optimization Under Uncertainties10
Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution10
A Comparison of Two Mixed-Integer Linear Programs for Piecewise Linear Function Fitting10
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks10
JANOS: An Integrated Predictive and Prescriptive Modeling Framework10
Sparse Convex Regression10
Multistage Stochastic Power Generation Scheduling Co-Optimizing Energy and Ancillary Services10
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions10
Robust Models for the Kidney Exchange Problem10
Combinatorial Benders Decomposition for the Two-Dimensional Bin Packing Problem9
Multicomponent Maintenance Optimization: A Stochastic Programming Approach9
Solving Natural Conic Formulations with Hypatia.jl9
Computationally Efficient Approximations for Distributionally Robust Optimization Under Moment and Wasserstein Ambiguity9
Robust Optimization for Electricity Generation9
A Review Selection Method for Finding an Informative Subset from Online Reviews9
Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria9
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields9
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions9
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness9
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems9
Alfonso: Matlab Package for Nonsymmetric Conic Optimization9
Calibration of Voting-Based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach8
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective8
Speeding Up Paulson’s Procedure for Large-Scale Problems Using Parallel Computing8
Efficient Sampling Allocation Procedures for Optimal Quantile Selection8
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach8
Stochastic Dual Dynamic Programming for Multiechelon Lot Sizing with Component Substitution7
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination7
Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective7
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning7
Solving the Distance-Based Critical Node Problem7
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods7
Convex Relaxations for Quadratic On/Off Constraints and Applications to Optimal Transmission Switching7
A Branch-and-Bound Algorithm for Team Formation on Social Networks7
Differentially Private Distributed Learning7
Decomposition-Based Approaches for a Class of Two-Stage Robust Binary Optimization Problems7
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization7
Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios6
frvcpy: An Open-Source Solver for the Fixed Route Vehicle Charging Problem6
Supervised t-Distributed Stochastic Neighbor Embedding for Data Visualization and Classification6
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management6
Estimating the Size of Branch-and-Bound Trees6
Recourse in Kidney Exchange Programs6
Exact Algorithms for the Minimum Load Spanning Tree Problem6
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning6
Time-Dependent Shortest Path Problems with Penalties and Limits on Waiting6
MAD Dispersion Measure Makes Extremal Queue Analysis Simple6
Communication-Constrained Expansion Planning for Resilient Distribution Systems6
The Star Degree Centrality Problem: A Decomposition Approach6
Mixed-Integer Programming vs. Constraint Programming for Shop Scheduling Problems: New Results and Outlook6
Optimization-Driven Scenario Grouping5
Stochastic Decomposition for Two-Stage Stochastic Linear Programs with Random Cost Coefficients5
Statistical Tests for Cross-Validation of Kriging Models5
Robust Minimum-Cost Flow Problems Under Multiple Ripple Effect Disruptions5
Domination Measure: A New Metric for Solving Multiobjective Optimization5
ExpertRNA: A New Framework for RNA Secondary Structure Prediction5
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design5
Efficient Stochastic Programming in Julia5
Worst-Case Expected Shortfall with Univariate and Bivariate Marginals5
An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games5
Decomposition Strategies for Vehicle Routing Heuristics5
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects5
Branch-and-Bound for Biobjective Mixed-Integer Linear Programming5
A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities5
Dynamic Programming for the Time-Dependent Traveling Salesman Problem with Time Windows5
An Alternating Method for Cardinality-Constrained Optimization: A Computational Study for the Best Subset Selection and Sparse Portfolio Problems5
Reducing Conservatism in Robust Optimization5
A Machine Learning–Enabled Partially Observable Markov Decision Process Framework for Early Sepsis Prediction5
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem5
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition4
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling4
Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks4
Finite Difference Gradient Approximation: To Randomize or Not?4
SimOpt: A Testbed for Simulation-Optimization Experiments4
Exact Branch-Price-and-Cut for a Hospital Therapist Scheduling Problem with Flexible Service Locations and Time-Dependent Location Capacity4
Adaptive Bundle Methods for Nonlinear Robust Optimization4
Integrating Individual and Aggregate Diversity in Top-N Recommendation4
Multivariable Branching: A 0-1 Knapsack Problem Case Study4
A New Scatter Search Design for Multiobjective Combinatorial Optimization with an Application to Facility Location4
On Cluster-Aware Supervised Learning: Frameworks, Convergent Algorithms, and Applications4
A Multilevel Simulation Optimization Approach for Quantile Functions4
Reducing and Calibrating for Input Model Bias in Computer Simulation4
Posterior-Based Stopping Rules for Bayesian Ranking-and-Selection Procedures4
Radius of Robust Feasibility for Mixed-Integer Problems4
Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion4
VeRoViz: A Vehicle Routing Visualization Toolkit4
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint4
A Lagrangian Bound on the Clique Number and an Exact Algorithm for the Maximum Edge Weight Clique Problem4
Benders Subproblem Decomposition for Bilevel Problems with Convex Follower4
Optimal Group Testing: Structural Properties and Robust Solutions, with Application to Public Health Screening4
Robust Optimization for Models with Uncertain Second-Order Cone and Semidefinite Programming Constraints4
Logic-Based Benders Decomposition and Binary Decision Diagram Based Approaches for Stochastic Distributed Operating Room Scheduling4
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization4
Knowledge Learning of Insurance Risks Using Dependence Models4
PyMOSO: Software for Multiobjective Simulation Optimization with R-PERLE and R-MinRLE4
MILP Models for Complex System Reliability Redundancy Allocation with Mixed Components4
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach4
Combining Polyhedral Approaches and Stochastic Dual Dynamic Integer Programming for Solving the Uncapacitated Lot-Sizing Problem Under Uncertainty4
Cost-Effective Social Media Influencer Marketing4
A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid4
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes4
ROC++: Robust Optimization in C++4
Conflict-Driven Heuristics for Mixed Integer Programming4
An Augmented Lagrangian Decomposition Method for Chance-Constrained Optimization Problems4
Decision Diagram Decomposition for Quadratically Constrained Binary Optimization4
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization4
Computing Sensitivities for Distortion Risk Measures4
Detecting Product Adoption Intentions via Multiview Deep Learning4
Team Orienteering with Time-Varying Profit4
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