Volume 196, Issue 1-2

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November 2022

Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems

Issue Editors:

Santanu S. Dey,
James R. Luedtke,
Nikolaos V. Sahinidis

30 articles in this issue

Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems
Santanu S. Dey
James R. Luedtke
Nikolaos V. Sahinidis
Preface 20 August 2022 Pages: 1 - 8
Submodular maximization of concave utility functions composed with a set-union operator with applications to maximal covering location problems
Stefano Coniglio
Fabio Furini
Ivana Ljubić
Full Length Paper Open access 26 October 2022 Pages: 9 - 56
Submodular function minimization and polarity
Alper Atamtürk
Vishnu Narayanan
Full Length Paper 28 January 2021 Pages: 57 - 67
Sequence independent lifting for a set of submodular maximization problems
Xueyu Shi
Oleg A. Prokopyev
Bo Zeng
Full Length Paper 22 April 2022 Pages: 69 - 114
A combinatorial cut-and-lift procedure with an application to 0–1 second-order conic programming
Margarita P. Castro
Andre A. Cire
J. Christopher Beck
Full Length Paper 11 August 2021 Pages: 115 - 171
An outer-approximation guided optimization approach for constrained neural network inverse problems
Myun-Seok Cheon
Full Length Paper 24 April 2021 Pages: 173 - 202
SDP-quality bounds via convex quadratic relaxations for global optimization of mixed-integer quadratic programs
Carlos J. Nohra
Arvind U. Raghunathan
Nikolaos V. Sahinidis
Full Length Paper 06 July 2021 Pages: 203 - 233
Revisiting augmented Lagrangian duals
M. Cordova
W. de Oliveira
C. Sagastizábal
Full Length Paper 03 September 2021 Pages: 235 - 277
Continuous cubic formulations for cluster detection problems in networks
Vladimir Stozhkov
Austin Buchanan
Vladimir Boginski
Full Length Paper 16 October 2020 Pages: 279 - 307
Probability estimation via policy restrictions, convexification, and approximate sampling
Ashish Chandra
Mohit Tawarmalani
Full Length Paper 20 May 2022 Pages: 309 - 345
Sparse regression at scale: branch-and-bound rooted in first-order optimization
Hussein Hazimeh
Rahul Mazumder
Ali Saab
Full Length Paper 18 October 2021 Pages: 347 - 388
A framework for generalized Benders’ decomposition and its application to multilevel optimization
Suresh Bolusani
Ted K. Ralphs
Full Length Paper 29 January 2022 Pages: 389 - 426
Decomposition of loosely coupled integer programs: a multiobjective perspective
Merve Bodur
Shabbir Ahmed
George L. Nemhauser
Full Length Paper 03 February 2022 Pages: 427 - 477
Electrical flows over spanning trees
Swati Gupta
Ali Khodabakhsh
Evdokia Nikolova
Full Length Paper 08 February 2021 Pages: 479 - 519
Optimization-based convex relaxations for nonconvex parametric systems of ordinary differential equations
Yingkai Song
Kamil A. Khan
Full Length Paper 22 April 2021 Pages: 521 - 565
K-adaptability in stochastic optimization
Enrico Malaguti
Michele Monaci
Jonas Pruente
Full Length Paper Open access 02 February 2022 Pages: 567 - 595
Distributionally robust bottleneck combinatorial problems: uncertainty quantification and robust decision making
Weijun Xie
Jie Zhang
Shabbir Ahmed
Full Length Paper 22 February 2021 Pages: 597 - 640
Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity
Nam Ho-Nguyen
Fatma Kılınç-Karzan
Dabeen Lee
Full Length Paper 04 February 2021 Pages: 641 - 672
A decomposition method for distributionally-robust two-stage stochastic mixed-integer conic programs
Fengqiao Luo
Sanjay Mehrotra
Full Length Paper 05 June 2021 Pages: 673 - 717
On sample average approximation for two-stage stochastic programs without relatively complete recourse
Rui Chen
James Luedtke
Full Length Paper 15 January 2022 Pages: 719 - 754
Generalized adaptive partition-based method for two-stage stochastic linear programs with fixed recourse
Cristian Ramirez-Pico
Eduardo Moreno
Full Length Paper 23 February 2021 Pages: 755 - 774
Adaptive Sampling line search for local stochastic optimization with integer variables
Prasanna K. Ragavan
Susan R. Hunter
Michael R. Taaffe
Full Length Paper 09 July 2021 Pages: 775 - 804
A robust approach to warped Gaussian process-constrained optimization
J. Wiebe
I. Cecílio
R. Misener
Full Length Paper Open access 19 January 2022 Pages: 805 - 839
Robust multidimensional pricing: separation without regret
Çağıl Koçyiğit
Napat Rujeerapaiboon
Daniel Kuhn
Full Length Paper 19 January 2021 Pages: 841 - 874
Dynamic node packing
Christopher Muir
Alejandro Toriello
Full Length Paper 12 February 2021 Pages: 875 - 906
Bi-objective multistage stochastic linear programming
O. Dowson
D. P. Morton
A. Downward
Full Length Paper 04 August 2022 Pages: 907 - 933
Stochastic dual dynamic programming for multistage stochastic mixed-integer nonlinear optimization
Shixuan Zhang
Xu Andy Sun
Full Length Paper Open access 20 August 2022 Pages: 935 - 985
Non-convex nested Benders decomposition
Christian Füllner
Steffen Rebennack
Full Length Paper Open access 07 January 2022 Pages: 987 - 1024
Multistage distributionally robust mixed-integer programming with decision-dependent moment-based ambiguity sets
Xian Yu
Siqian Shen
Full Length Paper 21 October 2020 Pages: 1025 - 1064
Dynamic probabilistic constraints under continuous random distributions
T. González Grandón
R. Henrion
P. Pérez-Aros
Full Length Paper Open access 13 November 2020 Pages: 1065 - 1096

Volume 196, Issue 1-2

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