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March 2025, Volume 37, Issue 2
- 197-198 Note from the Editor
by Alice E. Smith - 199-211 Solving the Minimum Sum Coloring Problem: Alternative Models, Exact Solvers, and Metaheuristics
by Yu Du & Fred Glover & Gary Kochenberger & Rick Hennig & Haibo Wang & Amit Hulandageri - 212-229 Stochastic First-Order Algorithms for Constrained Distributionally Robust Optimization
by Hyungki Im & Paul Grigas - 230-248 Ranking Decomposition for the Discrete Ordered Median Problem
by Marilène Cherkesly & Claudio Contardo & Matthieu Gruson - 249-269 Models for Test Cost Minimization in Database Migration
by Bugra Caskurlu & K. Subramani & Utku Umur Acikalin & Alvaro Velasquez & Piotr Wojciechowski - 270-292 Comparisons of Two-Stage Models for Flood Mitigation of Electrical Substations
by Brent Austgen & Erhan Kutanoglu & John J. Hasenbein & Surya Santoso - 293-314 Coordinating Charging Request Allocation Between Self-Interested Navigation Service Platforms
by Marianne Guillet & Maximilian Schiffer - 315-337 Transfer Reinforcement Learning for Mixed Observability Markov Decision Processes with Time-Varying Interval-Valued Parameters and Its Application in Pandemic Control
by Mu Du & Hongtao Yu & Nan Kong - 338-359 An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization
by Qi Deng & Qing Feng & Wenzhi Gao & Dongdong Ge & Bo Jiang & Yuntian Jiang & Jingsong Liu & Tianhao Liu & Chenyu Xue & Yinyu Ye & Chuwen Zhang - 360-380 Online Integrated Production and Distribution Scheduling: Review and Extensions
by Zhi-Long Chen - 381-412 The Terminator: An Integration of Inner and Outer Approximations for Solving Wasserstein Distributionally Robust Chance Constrained Programs via Variable Fixing
by Nan Jiang & Weijun Xie - 413-427 Satisficing Approach to On-Demand Ride Matching
by Dongling Rong & Xinyu Sun & Meilin Zhang & Shuangchi He - 428-445 Robust Parallel Pursuit for Large-Scale Association Network Learning
by Wenhui Li & Xin Zhou & Ruipeng Dong & Zemin Zheng - 446-464 Efficient and Flexible Long-Tail Recommendation Using Cosine Patterns
by Yaqiong Wang & Junjie Wu & Zhiang Wu & Gediminas Adomavicius - 465-479 A Fusion Pretrained Approach for Identifying the Cause of Sarcasm Remarks
by Qiudan Li & David Jingjun Xu & Haoda Qian & Linzi Wang & Minjie Yuan & Daniel Dajun Zeng - 480-501 An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development
by Jin Yang & Guangxin Jiang & Yinan Wang & Ying Chen
January 2025, Volume 37, Issue 1
- 1-1 Note from the Editor
by Alice E. Smith - 2-2 Introduction to the Special Issue on Quantum Computing and Operations Research
by Carleton Coffrin & Elisabeth Lobe & Giacomo Nannicini & Ojas Parekh - 3-21 Efficient Implementation of Interior-Point Methods for Quantum Relative Entropy
by Mehdi Karimi & Levent Tunçel - 22-41 Optimized Noise Suppression for Quantum Circuits
by Friedrich Wagner & Daniel J. Egger & Frauke Liers - 42-62 A New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis
by Jihye Jung & In-Chan Choi - 63-85 A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms
by Jeffrey Larson & Matt Menickelly & Jiahao Shi - 86-106 Binary Quantum Control Optimization with Uncertain Hamiltonians
by Xinyu Fei & Lucas T. Brady & Jeffrey Larson & Sven Leyffer & Siqian Shen - 107-124 QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent
by Samuel Kushnir & Jiaqi Leng & Yuxiang Peng & Lei Fan & Xiaodi Wu - 125-145 Two-Stage Estimation and Variance Modeling for Latency-Constrained Variational Quantum Algorithms
by Yunsoo Ha & Sara Shashaani & Matt Menickelly - 146-171 On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis
by Vivek Katial & Kate Smith-Miles & Charles Hill & Lloyd Hollenberg - 172-188 A Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem
by Anthony Karahalios & Sridhar Tayur & Ananth Tenneti & Amirreza Pashapour & F. Sibel Salman & Barış Yıldız
December 2024, Volume 36, Issue 6
- 1362-1381 The Impact of Passive Social Media Viewers in Influence Maximization
by Michael Kahr & Markus Leitner & Ivana Ljubić - 1382-1399 Constraint Learning to Define Trust Regions in Optimization over Pre-Trained Predictive Models
by Chenbo Shi & Mohsen Emadikhiav & Leonardo Lozano & David Bergman - 1400-1416 Let the Laser Beam Connect the Dots: Forecasting and Narrating Stock Market Volatility
by Zhu (Drew) Zhang & Jie Yuan & Amulya Gupta - 1417-1435 Exact Solution of the Single-Picker Routing Problem with Scattered Storage
by Katrin Heßler & Stefan Irnich - 1436-1458 Unified Framework for Choice-Based Facility Location Problem
by Yun Hui Lin & Qingyun Tian & Yanlu Zhao - 1459-1480 Path-Based Formulations for the Design of On-demand Multimodal Transit Systems with Adoption Awareness
by Hongzhao Guan & Beste Basciftci & Pascal Van Hentenryck - 1481-1500 A FAST Method for Nested Estimation
by Guo Liang & Kun Zhang & Jun Luo - 1501-1521 A Dual Bounding Framework Through Cost Splitting for Binary Quadratic Optimization
by Mahdis Bayani & Borzou Rostami & Yossiri Adulyasak & Louis-Martin Rousseau - 1522-1542 Decision Diagram-Based Branch-and-Bound with Caching for Dominance and Suboptimality Detection
by Vianney Coppé & Xavier Gillard & Pierre Schaus - 1543-1561 Regret Minimization and Separation in Multi-Bidder, Multi-Item Auctions
by Çağıl Koçyiğit & Daniel Kuhn & Napat Rujeerapaiboon - 1562-1578 Decomposable Formulation of Transmission Constraints for Decentralized Power Systems Optimization
by Álinson Santos Xavier & Santanu Subhas Dey & Feng Qiu - 1579-1610 Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems
by Katrin Halbig & Lukas Hümbs & Florian Rösel & Lars Schewe & Dieter Weninger - 1611-1633 Convergence Rates of Zeroth Order Gradient Descent for Łojasiewicz Functions
by Tianyu Wang & Yasong Feng - 1634-1653 Computing Bipath Multicommodity Flows with Constraint Programming–Based Branch-and-Price-and-Cut
by Jiachen Zhang & Youcef Magnouche & Pierre Bauguion & Sebastien Martin & J. Christopher Beck - 1654-1675 Rescheduling with New Orders Under Bounded Disruption
by Stefan Lendl & Ulrich Pferschy & Elena Rener - 1676-1695 The Continuous Time-Resource Trade-off Scheduling Problem with Time Windows
by Christian Artigues & Emmanuel Hébrard & Alain Quilliot & Hélène Toussaint - 1696-1714 A Flow-Based Formulation for Parallel Machine Scheduling Using Decision Diagrams
by Daniel Kowalczyk & Roel Leus & Christopher Hojny & Stefan Røpke - 1715-1736 A Graph-Based Approach for Relating Integer Programs
by Zachary Steever & Kyle Hunt & Mark Karwan & Junsong Yuan & Chase C. Murray - 1737-1756 Feasibility Verification and Upper Bound Computation in Global Minimization Using Approximate Active Index Sets
by Christian Füllner & Peter Kirst & Hendrik Otto & Steffen Rebennack
September 2024, Volume 36, Issue 5
- 1147-1149 Note from the Editor
by Alice E. Smith - 1150-1167 Quadratic Optimization Models for Balancing Preferential Access and Fairness: Formulations and Optimality Conditions
by Christian Schmitt & Bismark Singh - 1168-1189 Real-Time Derivative Pricing and Hedging with Consistent Metamodels
by Guangxin Jiang & L. Jeff Hong & Haihui Shen - 1190-1200 Adaptive Influence Maximization: Adaptability via Nonadaptability
by Hongmin W. Du & Yingfan L. Du & Zhao Zhang - 1201-1224 Appointment Scheduling with Delay Tolerance Heterogeneity
by Shuming Wang & Jun Li & Marcus Ang & Tsan Sheng Ng - 1225-1241 Solving Bilevel Programs Based on Lower-Level Mond-Weir Duality
by Yu-Wei Li & Gui-Hua Lin & Xide Zhu - 1242-1260 Cost-Effective Acquisition of First-Party Data for Business Analytics
by Xiaoping Liu & Xiao-Bai Li - 1261-1286 Identifying Socially Optimal Equilibria Using Combinatorial Properties of Nash Equilibria in Bimatrix Games
by Amin Dehghanian & Yujia Xie & Nicoleta Serban - 1287-1315 Exact Method for Production Hub Location
by Tao Wu - 1316-1334 Finding Regions of Counterfactual Explanations via Robust Optimization
by Donato Maragno & Jannis Kurtz & Tabea E. Röber & Rob Goedhart & Ş. İlker Birbil & Dick den Hertog - 1335-1358 An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty
by Bahar Cennet Okumuşoğlu & Beste Basciftci & Burak Kocuk
July 2024, Volume 36, Issue 4
- 939-940 Note from the Editor
by Alice E. Smith - 941-942 Introduction to the Special Section on Software Tools for Vehicle Routing
by Nicholas D. Kullman & Jorge E. Mendoza & Ted K. Ralphs - 943-955 PyVRP: A High-Performance VRP Solver Package
by Niels A. Wouda & Leon Lan & Wouter Kool - 956-965 VRPSolverEasy: A Python Library for the Exact Solution of a Rich Vehicle Routing Problem
by Najib Errami & Eduardo Queiroga & Ruslan Sadykov & Eduardo Uchoa - 966-973 RoutingBlocks : An Open-Source Python Package for Vehicle Routing Problems with Intermediate Stops
by Patrick S. Klein & Maximilian Schiffer - 974-986 AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem
by Vinícius R. Máximo & Jean-François Cordeau & Mariá C. V. Nascimento - 987-1005 A Neural Separation Algorithm for the Rounded Capacity Inequalities
by Hyeonah Kim & Jinkyoo Park & Changhyun Kwon - 1006-1022 An Approximate Dynamic Programming Approach to Dynamic Stochastic Matching
by Fan You & Thomas Vossen - 1023-1039 A Shrinkage Approach to Improve Direct Bootstrap Resampling Under Input Uncertainty
by Eunhye Song & Henry Lam & Russell R. Barton - 1040-1063 Polyhedral Relaxations for Optimal Pump Scheduling of Potable Water Distribution Networks
by Byron Tasseff & Russell Bent & Carleton Coffrin & Clayton Barrows & Devon Sigler & Jonathan Stickel & Ahmed S. Zamzam & Yang Liu & Pascal Van Hentenryck - 1064-1083 Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone
by Marcos Blufstein & Gonzalo Lera-Romero & Francisco J. Soulignac - 1084-1107 Exact and Heuristic Solution Techniques for Mixed-Integer Quantile Minimization Problems
by Diego Cattaruzza & Martine Labbé & Matteo Petris & Marius Roland & Martin Schmidt - 1108-1128 A Dedicated Pricing Algorithm to Solve a Large Family of Nurse Scheduling Problems with Branch-and-Price
by Antoine Legrain & Jérémy Omer - 1129-1146 Use of Machine Learning Models to Warmstart Column Generation for Unit Commitment
by Nagisa Sugishita & Andreas Grothey & Ken McKinnon
May 2024, Volume 36, Issue 3
- 705-707 Note from the Editor
by Alice E. Smith - 708-722 Solving a Class of Cut-Generating Linear Programs via Machine Learning
by Atefeh Rajabalizadeh & Danial Davarnia - 723-741 Iterative Rule Extension for Logic Analysis of Data: An MILP-Based Heuristic to Derive Interpretable Binary Classifiers from Large Data Sets
by Marleen Balvert - 742-765 Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method
by Jindong Qin & Pan Zheng & Xiaojun Wang - 766-786 Supervised ML for Solving the GI / GI /1 Queue
by Opher Baron & Dmitry Krass & Arik Senderovich & Eliran Sherzer - 787-819 Largest Volume Inscribed Rectangles in Convex Sets Defined by Finite Number of Inequalities
by Mehdi Behroozi - 820-835 Sparsity-Exploiting Distributed Projections onto a Simplex
by Yongzheng Dai & Chen Chen - 836-848 Minimizing the Weighted Number of Tardy Jobs via (max,+)-Convolutions
by Danny Hermelin & Hendrik Molter & Dvir Shabtay - 849-867 A Column Generation Scheme for Distributionally Robust Multi-Item Newsvendor Problems
by Shanshan Wang & Erick Delage - 868-883 Efficient Propagation Techniques for Handling Cyclic Symmetries in Binary Programs
by Jasper van Doornmalen & Christopher Hojny - 884-899 Solving Sparse Separable Bilinear Programs Using Lifted Bilinear Cover Inequalities
by Xiaoyi Gu & Santanu S. Dey & Jean-Philippe P. Richard - 900-917 Approximate Kernel Learning Uncertainty Set for Robust Combinatorial Optimization
by Benoît Loger & Alexandre Dolgui & Fabien Lehuédé & Guillaume Massonnet - 918-937 A Sequential Follower Refinement Algorithm for Robust Surgery Scheduling
by Ankit Bansal & Jean-Philippe Richard & Bjorn P. Berg & Yu-Li Huang
March 2024, Volume 36, Issue 2
- 305-307 Note from the Editor
by Alice E. Smith - 308-326 Heuristic Search for Rank Aggregation with Application to Label Ranking
by Yangming Zhou & Jin-Kao Hao & Zhen Li - 327-335 BilevelJuMP.jl: Modeling and Solving Bilevel Optimization Problems in Julia
by Joaquim Dias Garcia & Guilherme Bodin & Alexandre Street - 336-358 Seamless Multimodal Transportation Scheduling
by Arvind U. Raghunathan & David Bergman & John N. Hooker & Thiago Serra & Shingo Kobori - 359-376 Group Equality in Adaptive Submodular Maximization
by Shaojie Tang & Jing Yuan - 377-396 A Differentiable Path-Following Method with a Compact Formulation to Compute Proper Equilibria
by Yiyin Cao & Yin Chen & Chuangyin Dang - 397-416 A Consensus-Based Alternating Direction Method for Mixed-Integer and PDE-Constrained Gas Transport Problems
by Richard Krug & Günter Leugering & Alexander Martin & Martin Schmidt & Dieter Weninger - 417-433 On Solving MAX-SAT Using Sum of Squares
by Lennart Sinjorgo & Renata Sotirov - 434-455 Combination Chemotherapy Optimization with Discrete Dosing
by Temitayo Ajayi & Seyedmohammadhossein Hosseinian & Andrew J. Schaefer & Clifton D. Fuller - 456-478 Flexible Differentiable Optimization via Model Transformations
by Mathieu Besançon & Joaquim Dias Garcia & Benoît Legat & Akshay Sharma - 479-494 An Exact Method for (Constrained) Assortment Optimization Problems with Product Costs
by Markus Leitner & Andrea Lodi & Roberto Roberti & Claudio Sole - 495-509 Bayesian Network Models for PTSD Screening in Veterans
by Yi Tan & Prakash P. Shenoy & Ben Sherwood & Catherine Shenoy & Melinda Gaddy & Mary E. Oehlert - 510-525 Evolutionary Algorithm on General Cover with Theoretically Guaranteed Approximation Ratio
by Yaoyao Zhang & Chaojie Zhu & Shaojie Tang & Yingli Ran & Ding-Zhu Du & Zhao Zhang - 526-542 A Decision Rule Approach for Two-Stage Data-Driven Distributionally Robust Optimization Problems with Random Recourse
by Xiangyi Fan & Grani A. Hanasusanto - 543-570 A Decomposition Method for the Group-Based Quay Crane Scheduling Problem
by Defeng Sun & Lixin Tang & Roberto Baldacci & Zihan Chen - 571-586 Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series
by Hao Lin & Guannan Liu & Junjie Wu & J. Leon Zhao - 587-599 Ensemble Variance Reduction Methods for Stochastic Mixed-Integer Programming and their Application to the Stochastic Facility Location Problem
by Jiajun Xu & Suvrajeet Sen - 600-615 I nfrastructure M odels : Composable Multi-infrastructure Optimization in Julia
by Russell Bent & Byron Tasseff & Carleton Coffrin - 616-634 A Deep Learning and Image Processing Pipeline for Object Characterization in Firm Operations
by Alireza Aghasi & Arun Rai & Yusen Xia - 635-656 Stabilizing Grand Cooperation via Cost Adjustment: An Inverse Optimization Approach
by Lindong Liu & Xiangtong Qi & Zhou Xu - 657-671 The Descent–Ascent Algorithm for DC Programming
by Pietro D’Alessandro & Manlio Gaudioso & Giovanni Giallombardo & Giovanna Miglionico - 672-689 Correlation Clustering Problem Under Mediation
by Zacharie Ales & Céline Engelbeen & Rosa Figueiredo - 690-704 An Efficient Global Optimal Method for Cardinality Constrained Portfolio Optimization
by Wei Xu & Jie Tang & Ka Fai Cedric Yiu & Jian Wen Peng
November 2023, Volume 35, Issue 6
- 1215-1217 Note from the Editor
by Alice E. Smith - 1218-1224 Software for Data-Based Stochastic Programming Using Bootstrap Estimation
by Xiaotie Chen & David L. Woodruff - 1225-1241 A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization
by Dimitris Bertsimas & Cheol Woo Kim - 1242-1260 Platoon Optimization Based on Truck Pairs
by Anirudh Kishore Bhoopalam & Niels Agatz & Rob Zuidwijk - 1261-1285 Asymptotically Optimal Sampling Policy for Selecting Top- m Alternatives
by Gongbo Zhang & Yijie Peng & Jianghua Zhang & Enlu Zhou - 1286-1307 The Hot Spot Coverage Patrol Problem: Formulations and Solution Approaches
by Yuchen Luo & Bruce Golden & Rui Zhang - 1308-1328 Control of Dual-Sourcing Inventory Systems Using Recurrent Neural Networks
by Lucas Böttcher & Thomas Asikis & Ioannis Fragkos - 1329-1341 P a PILO: A Parallel Presolving Library for Integer and Linear Optimization with Multiprecision Support
by Ambros Gleixner & Leona Gottwald & Alexander Hoen - 1342-1360 Decision Rule Approaches for Pessimistic Bilevel Linear Programs Under Moment Ambiguity with Facility Location Applications
by Akshit Goyal & Yiling Zhang & Chuan He - 1361-1382 Distributionally Robust Chance-Constrained p -Hub Center Problem
by Yue Zhao & Zhi Chen & Zhenzhen Zhang - 1383-1403 Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics
by Jongeun Kim & Sven Leyffer & Prasanna Balaprakash - 1404-1418 Recognizing Series-Parallel Matrices in Linear Time
by Matthias Walter - 1419-1438 Overload-Checking and Edge-Finding for Robust Cumulative Scheduling
by Hamed Fahimi & Claude-Guy Quimper - 1439-1453 A Decomposition Algorithm for Single and Multiobjective Integrated Market Selection and Production Planning
by Wilco van den Heuvel & Semra Ağralı & Z. Caner Taşkın - 1454-1469 Tight and Compact Sample Average Approximation for Joint Chance-Constrained Problems with Applications to Optimal Power Flow
by Álvaro Porras & Concepción Domínguez & Juan Miguel Morales & Salvador Pineda - 1470-1490 Multilevel Lot-Sizing with Inventory Bounds
by Hark-Chin Hwang & Wilco van den Heuvel & Albert P. M. Wagelmans - 1491-1510 ℓ 0 Trend Filtering
by Canhong Wen & Xueqin Wang & Aijun Zhang - 1511-1526 The Logarithmic Stochastic Tracing Procedure: A Homotopy Method to Compute Stationary Equilibria of Stochastic Games
by Steffen Eibelshäuser & Victor Klockmann & David Poensgen & Alicia von Schenk
September 2023, Volume 35, Issue 5
- 909-909 Note from the Editor
by Alice E. Smith - 910-928 On Aligning Non-Order-Associated Binary Decision Diagrams
by Alexey A. Bochkarev & J. Cole Smith - 929-951 Heterogeneous Multi-resource Planning and Allocation Under Stochastic Demand
by Arden Baxter & Pinar Keskinocak & Mohit Singh - 952-965 Interpretable Matrix Completion: A Discrete Optimization Approach
by Dimitris Bertsimas & Michael Lingzhi Li - 966-985 Hub Location with Protection Under Interhub Link Failures
by Víctor Blanco & Elena Fernández & Yolanda Hinojosa - 986-1001 Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models
by Jin Xiao & Yuhang Tian & Yanlin Jia & Xiaoyi Jiang & Lean Yu & Shouyang Wang - 1002-1023 Adjustable Distributionally Robust Optimization with Infinitely Constrained Ambiguity Sets
by Haolin Ruan & Zhi Chen & Chin Pang Ho - 1024-1043 Learning for Spatial Branching: An Algorithm Selection Approach
by Bissan Ghaddar & Ignacio Gómez-Casares & Julio González-Díaz & Brais González-Rodríguez & Beatriz Pateiro-López & Sofía Rodríguez-Ballesteros - 1044-1060 Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic Regression
by Canhong Wen & Zhenduo Li & Ruipeng Dong & Yijin Ni & Wenliang Pan - 1061-1078 An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport
by Filippo Zanetti & Jacek Gondzio - 1079-1097 Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size
by Christoph Hertrich & Martin Skutella - 1098-1119 A Cost-Effective Sequential Route Recommender System for Taxi Drivers
by Junming Liu & Mingfei Teng & Weiwei Chen & Hui Xiong - 1120-1142 Globalized Distributionally Robust Counterpart
by Feng Liu & Zhi Chen & Shuming Wang - 1143-1160 The Zero Regrets Algorithm: Optimizing over Pure Nash Equilibria via Integer Programming
by Gabriele Dragotto & Rosario Scatamacchia - 1161-1178 A Nonconvex Regularization Scheme for the Stochastic Dual Dynamic Programming Algorithm
by Arnab Bhattacharya & Jeffrey P. Kharoufeh & Bo Zeng - 1179-1194 An Approximation Algorithm for k -Depot Split Delivery Vehicle Routing Problem
by Xiaofan Lai & Liang Xu & Zhou Xu & Yang Du - 1195-1213 Optimising Electric Vehicle Charging Station Placement Using Advanced Discrete Choice Models
by Steven Lamontagne & Margarida Carvalho & Emma Frejinger & Bernard Gendron & Miguel F. Anjos & Ribal Atallah
July 2023, Volume 35, Issue 4
- 711-712 Note from the Editor
by Alice E. Smith - 717-724 RSOME in Python: An Open-Source Package for Robust Stochastic Optimization Made Easy
by Zhi Chen & Peng Xiong - 725-746 Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres
by Xiangjing Lai & Jin-Kao Hao & Renbin Xiao & Fred Glover - 747-763 An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance Problems
by Hongke Zhao & Chuang Zhao & Xi Zhang & Nanlin Liu & Hengshu Zhu & Qi Liu & Hui Xiong - 764-785 Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach
by Jiapeng Liu & Miłosz Kadziński & Xiuwu Liao - 786-796 TGVx: Dynamic Personalized POI Deep Recommendation Model
by Xiao-Jun Wang & Tao Liu & Weiguo Fan - 797-816 Convex and Nonconvex Risk-Based Linear Regression at Scale
by Can Wu & Ying Cui & Donghui Li & Defeng Sun - 817-843 Mixed-Integer Programming vs. Constraint Programming for Shop Scheduling Problems: New Results and Outlook
by Bahman Naderi & Rubén Ruiz & Vahid Roshanaei - 844-868 A Prediction-Based Approach for Online Dynamic Appointment Scheduling: A Case Study in Radiotherapy Treatment
by Tu San Pham & Antoine Legrain & Patrick De Causmaecker & Louis-Martin Rousseau - 869-885 Efficient Solution of Discrete Subproblems Arising in Integer Optimal Control with Total Variation Regularization
by Marvin Severitt & Paul Manns - 886-908 Optimized Scenario Reduction: Solving Large-Scale Stochastic Programs with Quality Guarantees
by Wei Zhang & Kai Wang & Alexandre Jacquillat & Shuaian Wang
May 2023, Volume 35, Issue 3
- 519-520 Note from the Editor
by Alice E. Smith - 521-522 Special Issue of INFORMS Journal on Computing —Quantum Computing and Operations Research
by Carleton Coffrin & Elisabeth Lobe & Giacomo Nannicini & Ojas Parekh - 523-542 Learning Equilibria in Asymmetric Auction Games
by Martin Bichler & Nils Kohring & Stefan Heidekrüger - 543-559 Decomposition Strategies for Vehicle Routing Heuristics
by Alberto Santini & Michael Schneider & Thibaut Vidal & Daniele Vigo - 560-577 Online Routing Over Parallel Networks: Deterministic Limits and Data-driven Enhancements
by Devansh Jalota & Dario Paccagnan & Maximilian Schiffer & Marco Pavone - 578-592 Optimization Problems in Graphs with Locational Uncertainty
by Marin Bougeret & Jérémy Omer & Michael Poss - 593-613 Network Migration Problem: A Hybrid Logic-Based Benders Decomposition Approach
by Maryam Daryalal & Hamed Pouya & Marc Antoine DeSantis - 614-632 Integrating Users’ Contextual Engagements with Their General Preferences: An Interpretable Followee Recommendation Method
by Yaxuan Ran & Jiani Liu & Yishi Zhang - 633-651 Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations
by Jingxu Xu & Zeyu Zheng - 652-674 Optimizing over an Ensemble of Trained Neural Networks
by Keliang Wang & Leonardo Lozano & Carlos Cardonha & David Bergman - 675-691 A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data
by Guanshen Wang & Yichen Cheng & Yusen Xia & Qiang Ling & Xinlei Wang - 692-709 Machine Learning–Supported Prediction of Dual Variables for the Cutting Stock Problem with an Application in Stabilized Column Generation
by Sebastian Kraul & Markus Seizinger & Jens O. Brunner
March 2023, Volume 35, Issue 2
- 265-265 Note from the Editor
by Alice E. Smith - 266-273 Synergies Between Operations Research and Quantum Information Science
by Ojas Parekh - 274-285 Aircraft Conflict Resolution: A Benchmark Generator
by Mercedes Pelegrín & Martina Cerulli - 286-303 Now You See It, Now You Don’t: Obfuscation of Online Third-Party Information Sharing
by Ashkan Eshghi & Ram D. Gopal & Hooman Hidaji & Raymond A. Patterson - 304-317 Optimizing the Expected Maximum of Two Linear Functions Defined on a Multivariate Gaussian Distribution
by David Bergman & Carlos Cardonha & Jason Imbrogno & Leonardo Lozano - 318-334 Reference Vector Assisted Candidate Search with Aggregated Surrogate for Computationally Expensive Many Objective Optimization Problems
by Wenyu Wang & Christine A. Shoemaker - 335-349 Revisiting Semidefinite Programming Approaches to Options Pricing: Complexity and Computational Perspectives
by Didier Henrion & Felix Kirschner & Etienne De Klerk & Milan Korda & Jean-Bernard Lasserre & Victor Magron - 350-367 Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms
by David J. Eckman & Shane G. Henderson & Sara Shashaani - 368-385 On Computing with Some Convex Relaxations for the Maximum-Entropy Sampling Problem
by Zhongzhu Chen & Marcia Fampa & Jon Lee - 386-402 Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates
by Cheng Li & Siyang Gao & Jianzhong Du - 403-422 Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing
by Silviya Valeva & Guodong Pang & Andrew J. Schaefer & Gilles Clermont - 423-439 An Improved Integer L -Shaped Method for the Vehicle Routing Problem with Stochastic Demands
by Y. N. Hoogendoorn & R. Spliet - 440-457 An LSTM + Model for Managing Epidemics: Using Population Mobility and Vulnerability for Forecasting COVID-19 Hospital Admissions
by Arindam Ray & Wolfgang Jank & Kaushik Dutta & Matthew Mullarkey - 458-474 Solving AC Optimal Power Flow with Discrete Decisions to Global Optimality
by Kevin-Martin Aigner & Robert Burlacu & Frauke Liers & Alexander Martin - 475-494 Arcflow Formulations and Constraint Generation Frameworks for the Two Bar Charts Packing Problem
by Mathijs Barkel & Maxence Delorme - 495-508 SimOpt: A Testbed for Simulation-Optimization Experiments
by David J. Eckman & Shane G. Henderson & Sara Shashaani - 509-517 Scalable Parallel Nonlinear Optimization with PyNumero and Parapint
by Jose S. Rodriguez & Robert B. Parker & Carl D. Laird & Bethany L. Nicholson & John D. Siirola & Michael L. Bynum
January 2023, Volume 35, Issue 1
- 1-1 Note from the Editor
by Alice Smith - 2-4 Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities
by Claudio Contardo & Andrea Lodi & Andrea Tramontani - 5-13 py-irt : A Scalable Item Response Theory Library for Python
by John Patrick Lalor & Pedro Rodriguez - 14-30 Branch-Cut-and-Price for the Time-Dependent Green Vehicle Routing Problem with Time Windows
by Yiming Liu & Yang Yu & Yu Zhang & Roberto Baldacci & Jiafu Tang & Xinggang Luo & Wei Sun - 31-49 A New Exact Algorithm for Single-Commodity Vehicle Routing with Split Pickups and Deliveries
by Jiliu Li & Zhixing Luo & Roberto Baldacci & Hu Qin & Zhou Xu - 50-65 Partial Dominance in Branch-Price-and-Cut for the Basic Multicompartment Vehicle-Routing Problem
by Katrin Heßler & Stefan Irnich - 66-82 Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes
by Hua Zheng & Wei Xie & Ilya O. Ryzhov & Dongming Xie - 83-103 Robust Minimum-Cost Flow Problems Under Multiple Ripple Effect Disruptions
by Mehdi Ansari & Juan S. Borrero & Leonardo Lozano - 104-119 A Splicing Approach to Best Subset of Groups Selection
by Yanhang Zhang & Junxian Zhu & Jin Zhu & Xueqin Wang - 120-137 Unmanned Aerial Vehicle Information Collection Missions with Uncertain Characteristics
by Michael D. Moskal & Erdi Dasdemir & Rajan Batta - 138-157 Cost-Effective Social Media Influencer Marketing
by Xiao Han & Leye Wang & Weiguo Fan - 158-177 Machine Learning Methods for Data-Driven Demand Estimation and Assortment Planning Considering Cross-Selling and Substitutions
by Zhen-Yu Chen & Zhi-Ping Fan & Minghe Sun - 178-195 Robust Sourcing Under Multilevel Supply Risks: Analysis of Random Yield and Capacity
by Ming Zhao & Nickolas Freeman & Kai Pan - 196-215 Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach
by Tan Wang & L. Jeff Hong - 216-232 The Value of Randomized Strategies in Distributionally Robust Risk-Averse Network Interdiction Problems
by Utsav Sadana & Erick Delage - 233-247 Parallel Power System Restoration
by Sunil Chopra & Feng Qiu & Sangho Shim - 248-264 A Multiobjective Approach for Sector Duration Optimization in Stereotactic Radiosurgery Treatment Planning
by Oylum S¸eker & Mucahit Cevik & Merve Bodur & Young Lee & Mark Ruschin