INFORMS Journal on Computing - Volume: 34, Number: 1 (Winter 2022)
The current issue of INFORMS Journal on Computing is now available online at:http://pubsonline.informs.org/toc/ijoc/34/1
Note from the Editor
Alice E. Smith
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 1-1.Citation | PDF (466 KB)
Special Issue of INFORMS Journal on Computing-Scalable Reinforcement Learning Algorithms
J. Paul Brooks, Ted Ralphs, Nicola Secomandi
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 2-3.Citation | PDF (456 KB)
Spatiotemporal Data Set for Out-of-Hospital Cardiac Arrests
Janiele E. S. C. Custodio, Miguel A. Lejeune
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 4-10.Abstract | Enhanced Abstract | PDF (1271 KB)
Alfonso: Matlab Package for Nonsymmetric Conic Optimization
Dávid Papp, Sercan Yıldız
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 11-19.Abstract | Enhanced Abstract | PDF (892 KB)
Performance Approximation for Time-Dependent Queues with Generally Distributed Abandonments
Gregor Selinka, Raik Stolletz, Thomas I. Maindl
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 20-38.Abstract | Enhanced Abstract | PDF (2571 KB)
Self-Learning Threshold-Based Load Balancing
Diego Goldsztajn, Sem C. Borst, Johan S. H. van Leeuwaarden, Debankur Mukherjee, Philip A. Whiting
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 39-54.Abstract | Enhanced Abstract | PDF (1237 KB) | Supplementary Material
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments
Matthias Bentert, René van Bevern, André Nichterlein, Rolf Niedermeier, Pavel V. Smirnov
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 55-75.Abstract | Enhanced Abstract | PDF (1990 KB)
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem
Yannick Kergosien, Antoine Giret, Emmanuel Néron, Gaël Sauvanet
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 76-92.Abstract | Enhanced Abstract | PDF (1079 KB) | Supplementary Material
The Star Degree Centrality Problem: A Decomposition Approach
Mustafa C. Camur, Thomas Sharkey, Chrysafis Vogiatzis
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 93-112.Abstract | Enhanced Abstract | PDF (1350 KB) | Supplementary Material
An Analytic Framework for Effective Public Health Program Design Using Correctional Facilities
Ozgur M. Araz, Mayteé Cruz-Aponte, Fernando A. Wilson, Brock W. Hanisch, Ruth S. Margalit
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 113-128.Abstract | Enhanced Abstract | PDF (1851 KB) | Supplementary Material
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling
Liping Zhou, Na Geng, Zhibin Jiang, Shan Jiang
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 129-149.Abstract | Enhanced Abstract | PDF (1232 KB) | Supplementary Material
Optimal Screening of Populations with Heterogeneous Risk Profiles Under the Availability of Multiple Tests
Hrayer Aprahamian Hadi El-Amine
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 150-164.Abstract | Enhanced Abstract | PDF (1589 KB) | Supplementary Material
Min-Max Optimal Design of Two-Armed Trials with Side Information
Qiong Zhang, Amin Khademi, Yongjia Song
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 165-182.Abstract | Enhanced Abstract | PDF (1966 KB)
A High-Fidelity Model to Predict Length of Stay in the Neonatal Intensive Care Unit
Kanix Wang, Walid Hussain, John R. Birge, Michael D. Schreiber, Daniel Adelman
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 183-195.Abstract | Enhanced Abstract | PDF (1193 KB) | Supplementary Material
Robust Optimization for Models with Uncertain Second-Order Cone and Semidefinite Programming Constraints
Jianzhe Zhen, Frans J. C. T. de Ruiter, Ernst Roos, Dick den Hertog
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 196-210.Abstract | Enhanced Abstract | PDF (1489 KB)
Extending the Scope of Robust Quadratic Optimization
Ahmadreza Marandi, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 211-226.Abstract | Enhanced Abstract | PDF (987 KB) | Supplementary Material
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 227-242.Abstract | Enhanced Abstract | PDF (1014 KB)
Radius of Robust Feasibility for Mixed-Integer Problems
Frauke Liers, Lars Schewe, Johannes Thürauf
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 243-261.Abstract | Enhanced Abstract | PDF (1431 KB) | Supplementary Material
Team Orienteering with Time-Varying Profit
Qinxiao Yu, Yossiri Adulyasak, Louis-Martin Rousseau, Ning Zhu, Shoufeng Ma
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 262-280.Abstract | Enhanced Abstract | PDF (2118 KB) | Supplementary Material
Exact and Approximation Algorithms for the Expanding Search Problem
Ben Hermans, Roel Leus, Jannik Matuschke
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 281-296.Abstract | Enhanced Abstract | PDF (1367 KB)
Integer Programming, Constraint Programming, and Hybrid Decomposition Approaches to Discretizable Distance Geometry Problems
Moira MacNeil, Merve Bodur
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 297-314.Abstract | Enhanced Abstract | PDF (1762 KB) | Supplementary Material
Solving the Type-2 Assembly Line Balancing with Setups Using Logic-Based Benders Decomposition
Hassan Zohali, Bahman Naderi, Vahid Roshanaei
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 315-332.Abstract | Enhanced Abstract | PDF (1649 KB) | Supplementary Material
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems
Erick Delage, Ahmed Saif
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 333-353.Abstract | Enhanced Abstract | PDF (1790 KB) | Supplementary Material
State-Variable Modeling for a Class of Two-Stage Stochastic Optimization Problems
Hossein Hashemi Doulabi, Shabbir Ahmed, George Nemhauser
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 354-369.Abstract | Enhanced Abstract | PDF (1285 KB) | Supplementary Material
Combinatorial Heuristics for Inventory Routing Problems
Ziye Tang, Yang Jiao, R. Ravi
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 370-384.Abstract | Enhanced Abstract | PDF (1810 KB) | Supplementary Material
Predictive Search for Capacitated Multi-Item Lot Sizing Problems
Tao Wu
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 385-406.Abstract | Enhanced Abstract | PDF (1617 KB) | Supplementary Material
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions
Yongzhen Li, Xueping Li, Jia Shu, Miao Song, Kaike Zhang
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 407-426.Abstract | Enhanced Abstract | PDF (937 KB) | Supplementary Material
Template-Based Minor Embedding for Adiabatic Quantum Optimization
Thiago Serra, Teng Huang, Arvind U. Raghunathan, David Bergman
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 427-439.Abstract | Enhanced Abstract | PDF (1353 KB)
Picker Routing in AGV-Assisted Order Picking Systems
Maximilian Löffler, Nils Boysen, Michael Schneider
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 440-462.Abstract | Enhanced Abstract | PDF (1202 KB) | Supplementary Material
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets
Sidhant Misra, Line Roald, Yeesian Ng
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 463-480.Abstract | Enhanced Abstract | PDF (1543 KB) | Supplementary Material
On Cluster-Aware Supervised Learning: Frameworks, Convergent Algorithms, and Applications
Shutong Chen, Weijun Xie
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 481-502.Abstract | Enhanced Abstract | PDF (2028 KB) | Supplementary Material
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach
Gediminas Adomavicius, Yaqiong Wang
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 503-521.Abstract | Enhanced Abstract | PDF (2187 KB) | Supplementary Material
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach
Yi Yang, Kunpeng Zhang, Yangyang Fan
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 522-540.Abstract | Enhanced Abstract | PDF (1697 KB) | Supplementary Material
Detecting Product Adoption Intentions via Multiview Deep Learning
Zhu Zhang, Xuan Wei, Xiaolong Zheng, Qiudan Li, Daniel Dajun Zeng
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 541-556.Abstract | Enhanced Abstract | PDF (1057 KB) | Supplementary Material
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination
Zhongshun Shi, Yijie Peng, Leyuan Shi, Chun-Hung Chen, Michael C. Fu
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 557-568.Abstract | Enhanced Abstract | PDF (1345 KB) | Supplementary Material
A Multilevel Simulation Optimization Approach for Quantile Functions
Songhao Wang, Szu Hui Ng, William Benjamin Haskell
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 569-585.Abstract | Enhanced Abstract | PDF (1645 KB) | Supplementary Material
Speeding Up Paulson's Procedure for Large-Scale Problems Using Parallel Computing
Ying Zhong, Shaoxuan Liu, Jun Luo, L. Jeff Hong
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 586-606.Abstract | Enhanced Abstract | PDF (1576 KB) | Supplementary Material
Statistical Tests for Cross-Validation of Kriging Models
Jack P. C. Kleijnen, Wim C. M. van Beers
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 607-621.Abstract | Enhanced Abstract | PDF (860 KB) | Supplementary Material
Combined Global and Local Search for Optimization with Gaussian Process Models
Qun Meng, Songhao Wang, Szu Hui Ng
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 622-637.Abstract | Enhanced Abstract | PDF (962 KB) | Supplementary Material
A New Likelihood Ratio Method for Training Artificial Neural Networks
Yijie Peng, Li Xiao, Bernd Heidergott, L. Jeff Hong, Henry Lam
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 638-655.Abstract | Enhanced Abstract | PDF (1990 KB) | Supplementary Material
The Maximum k-Colorable Subgraph Problem and Related Problems
Olga Kuryatnikova, Renata Sotirov, Juan C. Vera
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): 656-669.Abstract | Enhanced Abstract | PDF (786 KB) | Supplementary Material
Editorial Board
INFORMS Journal on Computing Volume: 34, Number: 1 (Winter 2022): C2-C2.Citation | PDF (92 KB)