INFORMS Open Forum

Note from the Editor

Alice E. Smith

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2383-2383.
Citation | PDF (467 KB)

Finite Difference Gradient Approximation: To Randomize or Not?

Katya Scheinberg

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2384-2388.
Abstract | Enhanced Abstract | PDF (542 KB)

Heterogeneous Multi-resource Allocation with Subset Demand Requests

Arden Baxter, Pinar Keskinocak, Mohit Singh

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2389-2399.
Abstract | Enhanced Abstract | PDF (663 KB) | Supplementary Material

Stochastic Cutting Planes for Data-Driven Optimization

Dimitris Bertsimas, Michael Lingzhi Li

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2400-2409.
Abstract | Enhanced Abstract | PDF (836 KB) | Supplementary Material

Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective

Jianzhe Zhen, Ahmadreza Marandi, Danique de Moor, Dick den Hertog, Lieven Vandenberghe

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2410-2427.
Abstract | Enhanced Abstract | PDF (953 KB) | Supplementary Material

Stochastic Planning and Scheduling with Logic-Based Benders Decomposition

Özgün Elçi, John Hooker

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2428-2442.
Abstract | Enhanced Abstract | PDF (712 KB) | Supplementary Material

Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model

Qingxin Meng, Keli Xiao, Dazhong Shen, Hengshu ZhuHui Xiong

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2443-2463.
Abstract | Enhanced Abstract | PDF (2273 KB) | Supplementary Material

ExpertRNA: A New Framework for RNA Secondary Structure Prediction

Menghan Liu, Erik Poppleton, Giulia Pedrielli, Petr Šulc, Dimitri P. Bertsekas

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2464-2484.
Abstract | Enhanced Abstract | PDF (2653 KB)

Features Selection as a Nash-Bargaining Solution: Applications in Online Advertising and Information Systems

Kimia Keshanian, Daniel Zantedeschi, Kaushik Dutta

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2485-2501.
Abstract | Enhanced Abstract | PDF (973 KB) | Supplementary Material

Exactly Solving Hard Permutation Flowshop Scheduling Problems on Peta-Scale GPU-Accelerated Supercomputers

Jan Gmys

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2502-2522.
Abstract | Enhanced Abstract | PDF (1624 KB) | Supplementary Material

An Iterated Dual Substitution Approach for Binary Integer Programming Problems Under the Min-Max Regret Criterion

Wei Wu, Manuel Iori, Silvano Martello, Mutsunori Yagiura

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2523-2539.
Abstract | Enhanced Abstract | PDF (796 KB) | Supplementary Material

Play Like the Pros? Solving the Game of Darts as a Dynamic Zero-Sum Game

Martin B. Haugh, Chun Wang

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2540-2551.
Abstract | Enhanced Abstract | PDF (1244 KB) | Supplementary Material

Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning

Quentin Cappart, David Bergman, Louis-Martin Rousseau, Isabeau Prémont-Schwarz, Augustin Parjadis

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2552-2570.
Abstract | Enhanced Abstract | PDF (2064 KB) | Supplementary Material

Network Design with Service Requirements: Scaling-up the Size of Solvable Problems

Naga V. C. Gudapati, Enrico Malaguti, Michele Monaci

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2571-2582.
Abstract | Enhanced Abstract | PDF (749 KB)

Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks

Ramin Moghaddass, Yongtao Guan

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2583-2610.
Abstract | Enhanced Abstract | PDF (3962 KB) | Supplementary Material

FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients

Mathieu Besançon, Alejandro Carderera, Sebastian Pokutta

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2611-2620.
Abstract | Enhanced Abstract | PDF (1377 KB)

Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion

Amir Ahmadi-Javid, Pooya Hoseinpour

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2621-2633.
Abstract | Enhanced Abstract | PDF (731 KB)

A Branch-and-Cut Algorithm for Submodular Interdiction Games

Kübra Tanınmış, Markus Sinnl

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2634-2657.
Abstract | Enhanced Abstract | PDF (2944 KB) | Supplementary Material

A Catalog of Formulations for the Network Pricing Problem

Quang Minh Bui, Bernard Gendron, Margarida Carvalho

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2658-2674.
Abstract | Enhanced Abstract | PDF (990 KB) | Supplementary Material

Constant Approximation for the Lifetime Scheduling Problem of p-Percent Coverage

Zhao Zhang, Wei Liang, Hongmin W. Du, Siwen Liu

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2675-2685.
Abstract | Enhanced Abstract | PDF (854 KB)

Solving Natural Conic Formulations with Hypatia.jl

Chris Coey, Lea Kapelevich, Juan Pablo Vielma

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2686-2699.
Abstract | Enhanced Abstract | PDF (872 KB)

Stochastic RWA and Lightpath Rerouting in WDM Networks

Maryam Daryalal, Merve Bodur

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2700-2719.
Abstract | Enhanced Abstract | PDF (1375 KB) | Supplementary Material

Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization

Rishabh Gupta, Qi Zhang

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2720-2735.
Abstract | Enhanced Abstract | PDF (1264 KB) | Supplementary Material

Projective Cutting-Planes for Robust Linear Programming and Cutting Stock Problems

Daniel Porumbel

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2736-2753.
Abstract | Enhanced Abstract | PDF (1662 KB) | Supplementary Material

A Software Package and Data Set for the Personal Protective Equipment Matching Problem During COVID-19

Michele Samorani, Ram Bala, Rohit Jacob, Shuhan He

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2754-2761.
Abstract | Enhanced Abstract | PDF (620 KB)

L0-Regularized Learning for High-Dimensional Additive Hazards Regression

Zemin Zheng, Jie Zhang, Yang Li

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2762-2775.
Abstract | Enhanced Abstract | PDF (720 KB) | Supplementary Material

Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution

Tianqi Liu, Francisco Saldanha-da-Gama, Shuming Wang, Yuchen Mao

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2776-2803.
Abstract | Enhanced Abstract | PDF (3135 KB) | Supplementary Material

A Closest Benders Cut Selection Scheme for Accelerating the Benders Decomposition Algorithm

Kiho Seo, Seulgi Joung, Chungmok Lee, Sungsoo Park

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2804-2827.
Abstract | Enhanced Abstract | PDF (1527 KB) | Supplementary Material

Managing Product Transitions: A Bilevel Programming Approach

Rahman Khorramfar, Osman Y. ÖzaltınKarl G. Kempf, Reha Uzsoy

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2828-2844.
Abstract | Enhanced Abstract | PDF (835 KB) | Supplementary Material

A Simulation Optimization Approach for the Appointment Scheduling Problem with Decision-Dependent Uncertainties

Tito Homem-de-Mello, Qingxia Kong, Rodrigo Godoy-Barba

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): 2845-2865.
Abstract | Enhanced Abstract | PDF (1285 KB) | Supplementary Material

Editorial Board

INFORMS Journal on Computing Volume: 34, Number: 5 (September-October 2022): C2-C2.
Citation | PDF (77 KB)