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INFORMS Journal on Computing

1989 - 2021

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Volume 33, issue 1, 2021

Note from the Editor pp. 1 Downloads
Alice E. Smith
Approximate Dynamic Programming for Military Medical Evacuation Dispatching Policies pp. 2-26 Downloads
Phillip R. Jenkins, Matthew J. Robbins and Brian J. Lunday
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming pp. 27-33 Downloads
Oscar Dowson and Lea Kapelevich
High-Performance Prototyping of Decomposition Methods in GAMS pp. 34-50 Downloads
Timo Lohmann, Michael R. Bussieck, Lutz Westermann and Steffen Rebennack
Stochastic Decomposition for Two-Stage Stochastic Linear Programs with Random Cost Coefficients pp. 51-71 Downloads
Harsha Gangammanavar, Yifan Liu and Suvrajeet Sen
Enumeration of the Nondominated Set of Multiobjective Discrete Optimization Problems pp. 72-85 Downloads
Satya Tamby and Daniel Vanderpooten
A Branch-and-Price Algorithm for Facility Location with General Facility Cost Functions pp. 86-104 Downloads
Wenjun Ni, Jia Shu, Miao Song, Dachuan Xu and Kaike Zhang
Polyhedral Results and Branch-and-Cut for the Resource Loading Problem pp. 105-119 Downloads
Guopeng Song, Tamás Kis and Roel Leus
Optimization for L 1 -Norm Error Fitting via Data Aggregation pp. 120-142 Downloads
Young Woong Park
Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios pp. 143-162 Downloads
Hossein Hashemi Doulabi, Patrick Jaillet, Gilles Pesant and Louis-Martin Rousseau
Perspective Reformulations of Semicontinuous Quadratically Constrained Quadratic Programs pp. 163-179 Downloads
Xiaojin Zheng, Yutong Pan and Zhaolin Hu
Complexity Results and Effective Algorithms for Worst-Case Linear Optimization Under Uncertainties pp. 180-197 Downloads
Hezhi Luo, Xiaodong Ding, Jiming Peng, Rujun Jiang and Duan Li
Computing Feasible Points of Bilevel Problems with a Penalty Alternating Direction Method pp. 198-215 Downloads
Thomas Kleinert and Martin Schmidt
A Computational Approach to First Passage Problems of Reflected Hyperexponential Jump Diffusion Processes pp. 216-229 Downloads
Ning Cai and Xuewei Yang
Efficient Sampling Allocation Procedures for Optimal Quantile Selection pp. 230-245 Downloads
Yijie Peng, Chun-Hung Chen, Michael C. Fu, Jian-Qiang Hu and Ilya O. Ryzhov
Calibration of Voting-Based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach pp. 246-261 Downloads
Xunhua Guo, Guoqing Chen, Cong Wang, Qiang Wei and Zunqiang Zhang
Sparse Convex Regression pp. 262-279 Downloads
Dimitris Bertsimas and Nishanth Mundru
A Review Selection Method for Finding an Informative Subset from Online Reviews pp. 280-299 Downloads
Jin Zhang, Cong Wang and Guoqing Chen
Integrating Individual and Aggregate Diversity in Top- N Recommendation pp. 300-318 Downloads
Ethem Çanakoğlu, İbrahim Muter and Tevfik Aytekin
The Migratory Beekeeping Routing Problem: Model and an Exact Algorithm pp. 319-335 Downloads
Zu-Jun Ma, Fei Yang, Ying Dai and Zuo-Jun Max Shen
Robust Optimization for Electricity Generation pp. 336-351 Downloads
Haoxiang Yang, David P. Morton, Chaithanya Bandi and Krishnamurthy Dvijotham
Multistage Stochastic Power Generation Scheduling Co-Optimizing Energy and Ancillary Services pp. 352-369 Downloads
Jianqiu Huang, Kai Pan and Yongpei Guan
Worst-Case Expected Shortfall with Univariate and Bivariate Marginals pp. 370-389 Downloads
Anulekha Dhara, Bikramjit Das and Karthik Natarajan
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization pp. 390-400 Downloads
Ward Romeijnders and Krzysztof Postek
Decision Diagram Decomposition for Quadratically Constrained Binary Optimization pp. 401-418 Downloads
David Bergman and Leonardo Lozano

Volume 32, issue 4, 2020

Note from the Editor pp. 855-856 Downloads
Alice E. Smith
On Mixed-Integer Programming Formulations for the Unit Commitment Problem pp. 857-876 Downloads
Bernard Knueven, James Ostrowski and Jean-Paul Watson
An Approximation Approach for Response-Adaptive Clinical Trial Design pp. 877-894 Downloads
Vishal Ahuja and John Birge
Optimal Group Testing: Structural Properties and Robust Solutions, with Application to Public Health Screening pp. 895-911 Downloads
Hrayer Aprahamian, Douglas R. Bish and Ebru K. Bish
Evaluating a Prediction-Driven Targeting Strategy for Reducing the Transmission of Multidrug-Resistant Organisms pp. 912-929 Downloads
Sean L. Barnes, Miranda Myers, Clare Rock, Daniel J. Morgan, Lisa Pineles, Kerri A. Thom and Anthony D. Harris
A Theoretical Framework for Learning Tumor Dose-Response Uncertainty in Individualized Spatiobiologically Integrated Radiotherapy pp. 930-951 Downloads
Ali Ajdari, Fatemeh Saberian and Archis Ghate
The Optimal Design of Low-Latency Virtual Backbones pp. 952-967 Downloads
Hamidreza Validi and Austin Buchanan
Communication-Constrained Expansion Planning for Resilient Distribution Systems pp. 968-985 Downloads
Geunyeong Byeon, Pascal Van Hentenryck, Russell Bent and Harsha Nagarajan
Sampling Conditionally on a Rare Event via Generalized Splitting pp. 986-995 Downloads
Zdravko I. Botev and Pierre L’Ecuyer
Understanding and Predicting Users’ Rating Behavior: A Cognitive Perspective pp. 996-1011 Downloads
Qiudan Li, Daniel Dajun Zeng, David Jingjun Xu, Ruoran Liu and Riheng Yao
Production and Transportation Integration for Commit-to-Delivery Mode with General Shipping Costs pp. 1012-1029 Downloads
Feng Li, Zhou Xu and Zhi-Long Chen
An Adaptive Heuristic Approach to Compute Upper and Lower Bounds for the Close-Enough Traveling Salesman Problem pp. 1030-1048 Downloads
Francesco Carrabs, Carmine Cerrone, Raffaele Cerulli and Bruce Golden
Simple Pattern Minimality Problems: Integer Linear Programming Formulations and Covering-Based Heuristic Solving Approaches pp. 1049-1060 Downloads
Maurizio Boccia, Antonio Sforza and Claudio Sterle
A Core-Based Exact Algorithm for the Multidimensional Multiple Choice Knapsack Problem pp. 1061-1079 Downloads
Renata Mansini and Roberto Zanotti
Biobjective Simulation Optimization on Integer Lattices Using the Epsilon-Constraint Method in a Retrospective Approximation Framework pp. 1080-1100 Downloads
Kyle Cooper, Susan R. Hunter and Kalyani Nagaraj
PyMOSO: Software for Multiobjective Simulation Optimization with R-PERLE and R-MinRLE pp. 1101-1108 Downloads
Kyle Cooper and Susan R. Hunter
Reducing Conservatism in Robust Optimization pp. 1109-1127 Downloads
Ernst Roos and Dick den Hertog
A Practical Scheme to Compute the Pessimistic Bilevel Optimization Problem pp. 1128-1142 Downloads
Bo Zeng
Predictive Analytics with Strategically Missing Data pp. 1143-1156 Downloads
Juheng Zhang, Xiaoping Liu and Xiao-Bai Li
Provably Near-Optimal Approximation Schemes for Implicit Stochastic and Sample-Based Dynamic Programs pp. 1157-1181 Downloads
Nir Halman

Volume 32, issue 3, 2020

On the Derivation of Continuous Piecewise Linear Approximating Functions pp. 531-546 Downloads
Lingxun Kong and Christos T. Maravelias
Branch and Price for Chance-Constrained Bin Packing pp. 547-564 Downloads
Zheng Zhang, Brian T. Denton and Xiaolan Xie
Domination Measure: A New Metric for Solving Multiobjective Optimization pp. 565-581 Downloads
Joshua Q. Hale, Helin Zhu and Enlu Zhou
A Branch-Price-and-Cut Procedure for the Discrete Ordered Median Problem pp. 582-599 Downloads
Samuel Deleplanque, Martine Labbé, Diego Ponce and Justo Puerto
MILP Models for Complex System Reliability Redundancy Allocation with Mixed Components pp. 600-619 Downloads
Young Woong Park
Distributionally Robust Design for Redundancy Allocation pp. 620-640 Downloads
Shuming Wang, Yan-Fu Li and Tong Jia
Optimization-based Mechanisms for the Course Allocation Problem pp. 641-660 Downloads
Hoda Atef Yekta and Robert Day
Robust Optimization of a Broad Class of Heterogeneous Vehicle Routing Problems Under Demand Uncertainty pp. 661-681 Downloads
Anirudh Subramanyam, Panagiotis P. Repoussis and Chrysanthos E. Gounaris
Convex Relaxations for Quadratic On/Off Constraints and Applications to Optimal Transmission Switching pp. 682-696 Downloads
Ksenia Bestuzheva, Hassan Hijazi and Carleton Coffrin
Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks pp. 697-713 Downloads
Shixuan Zhang, Sheng Liu, Tianhu Deng and Zuo-Jun Max Shen
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach pp. 714-729 Downloads
Fan Zhou, Kunpeng Zhang, Shuying Xie and Xucheng Luo
Bilinear Assignment Problem: Large Neighborhoods and Experimental Analysis of Algorithms pp. 730-746 Downloads
Vladyslav Sokol, Ante Ćustić, Abraham P. Punnen and Binay Bhattacharya
A Lagrangian Bound on the Clique Number and an Exact Algorithm for the Maximum Edge Weight Clique Problem pp. 747-762 Downloads
Seyedmohammadhossein Hosseinian, Dalila B. M. M. Fontes and Sergiy Butenko
An Ellipsoidal Bounding Scheme for the Quasi-Clique Number of a Graph pp. 763-778 Downloads
Zhuqi Miao and Balabhaskar Balasundaram
Differentially Private Distributed Learning pp. 779-789 Downloads
Yaqin Zhou and Shaojie Tang
Differentially Private and Budget-Limited Bandit Learning over Matroids pp. 790-804 Downloads
Kai Han, Yuntian He, Alex X. Liu, Shaojie Tang and He Huang
Optimization-Driven Scenario Grouping pp. 805-821 Downloads
Kevin Ryan, Shabbir Ahmed, Santanu S. Dey, Deepak Rajan, Amelia Musselman and Jean-Paul Watson
When Lift-and-Project Cuts Are Different pp. 822-834 Downloads
Egon Balas and Thiago Serra
Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings pp. 835-853 Downloads
Nan Liu, Yuhang Ma and Huseyin Topaloglu

Volume 32, issue 2, 2020

Note from the Editor pp. 199-200 Downloads
Alice E. Smith
Robust Quadratic Programming with Mixed-Integer Uncertainty pp. 201-218 Downloads
Areesh Mittal, Can Gokalp and Grani A. Hanasusanto
On Solving the Quadratic Shortest Path Problem pp. 219-233 Downloads
Hao Hu and Renata Sotirov
Mitigating Information Asymmetry in Liver Allocation pp. 234-248 Downloads
Sepehr Nemati, Zeynep G. Icten, Lisa M. Maillart and Andrew J. Schaefer
The Mothership and Drone Routing Problem pp. 249-262 Downloads
Stefan Poikonen and Bruce Golden
An MDD-Based Lagrangian Approach to the Multicommodity Pickup-and-Delivery TSP pp. 263-278 Downloads
Margarita P. Castro, Andre A. Cire and J. Christopher Beck
Solving the Nearly Symmetric All-Pairs Shortest-Path Problem pp. 279-288 Downloads
Gerald G. Brown and W. Matthew Carlyle
Least-Cost Influence Maximization on Social Networks pp. 289-302 Downloads
Dilek Günneç, S. Raghavan and Rui Zhanga
Understanding the Impact of Individual Users’ Rating Characteristics on the Predictive Accuracy of Recommender Systems pp. 303-320 Downloads
Xiaoye Cheng, Jingjing Zhang and Lu (Lucy) Yan
Scalable, Adaptable, and Fast Estimation of Transient Downtime in Virtual Infrastructures Using Convex Decomposition and Sample Path Randomization pp. 321-345 Downloads
Zhiling Guo, Jin Li and Ram Ramesh
Successive Quadratic Upper-Bounding for Discrete Mean-Risk Minimization and Network Interdiction pp. 346-355 Downloads
Alper Atamtürk, Carlos Deck and Hyemin Jeon
Online Risk Monitoring Using Offline Simulation pp. 356-375 Downloads
Guangxin Jiang, L. Jeff Hong and Barry L. Nelson
Estimating the Probability that a Function Observed with Noise Is Convex pp. 376-389 Downloads
Nanjing Jian and Shane G. Henderson
On the Variance of Single-Run Unbiased Stochastic Derivative Estimators pp. 390-407 Downloads
Zhenyu Cui, Michael C. Fu, Jian-Qiang Hu, Yanchu Liu, Yijie Peng and Lingjiong Zhu
Relative Robust and Adaptive Optimization pp. 408-427 Downloads
Dimitris Bertsimas and Iain Dunning
A New Branch-and-Price-and-Cut Algorithm for One-Dimensional Bin-Packing Problems pp. 428-443 Downloads
Lijun Wei, Zhixing Luo,, Roberto Baldacci and Andrew Lim
Mathematical Models and Search Algorithms for the Capacitated p -Center Problem pp. 444-460 Downloads
Raphael Kramer, Manuel Iori and Thibaut Vidal
Multiobjective Integer Programming: Synergistic Parallel Approaches pp. 461-472 Downloads
William Pettersson and Melih Ozlen
Presolve Reductions in Mixed Integer Programming pp. 473-506 Downloads
Tobias Achterberg, Robert E. Bixby, Zonghao Gu, Edward Rothberg and Dieter Weninger
Piecewise Linear Function Fitting via Mixed-Integer Linear Programming pp. 507-530 Downloads
Steffen Rebennack and Vitaliy Krasko

Volume 32, issue 1, 2020

Note from the Editor pp. 1-2 Downloads
Alice E. Smith
Optimization Bounds from the Branching Dual pp. 3-15 Downloads
Gerdus Benadè and John N. Hooker
A Criterion Space Method for Biobjective Mixed Integer Programming: The Boxed Line Method pp. 16-39 Downloads
Tyler Perini, Natashia Boland, Diego Pecin and Martin Savelsbergh
Globally Solving Nonconvex Quadratic Programs via Linear Integer Programming Techniques pp. 40-56 Downloads
Wei Xia, Juan C. Vera and Luis F. Zuluaga
Filtering Algorithms for Biobjective Mixed Binary Linear Optimization Problems with a Multiple-Choice Constraint pp. 57-73 Downloads
Daniel Jornada and V. Jorge Leon
Advanced Tabu Search Algorithms for Bipartite Boolean Quadratic Programs Guided by Strategic Oscillation and Path Relinking pp. 74-89 Downloads
Qinghua Wu, Yang Wang and Fred Glover
An Improved Branch-Cut-and-Price Algorithm for Parallel Machine Scheduling Problems pp. 90-100 Downloads
Daniel Oliveira and Artur Pessoa
Enhanced Pseudo-polynomial Formulations for Bin Packing and Cutting Stock Problems pp. 101-119 Downloads
Maxence Delorme and Manuel Iori
A Flexible, Natural Formulation for the Network Design Problem with Vulnerability Constraints pp. 120-134 Downloads
Okan Arslan, Ola Jabali and Gilbert Laporte
Spectral Analysis of the MIXMAX Random Number Generators pp. 135-144 Downloads
Pierre L’Ecuyer, Paul Wambergue and Erwan Bourceret
Sampling Scenario Set Partition Dual Bounds for Multistage Stochastic Programs pp. 145-163 Downloads
Ilke Bakir, Natashia Boland, Brian Dandurand and Alan Erera
Recursive Calculation Model for a Special Multivariate Normal Probability of First-Order Stationary Sequence pp. 164-171 Downloads
Jietao Xie and Juan Wu
Probabilistic Analysis of Rumor-Spreading Time pp. 172-181 Downloads
Yves Mocquard, Bruno Sericola and Emmanuelle Anceaume
Convex Optimization for Group Feature Selection in Networked Data pp. 182-198 Downloads
Daehan Won, Hasan Manzour and Wanpracha Chaovalitwongse
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