A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs

A dual-based procedure for stochastic facility location

François V Louveaux and Dominique Peeters · 1992

Earlier work this paper cites.

Stochastic programming

Peter Kall, Stein W Wallace, and Peter Kall · 1994

Earlier work this paper cites.

L-shaped decomposition of two-stage stochastic programs with integer recourse

Claus C Carøe and Jørgen Tind · 1998

Earlier work this paper cites.

Scenario reduction in stochastic programming

Jitka Dupačová, Nicole Gröwe-Kuska, and Werner Römisch · 2003

Earlier work this paper cites.

A finite branch-and-bound algorithm for two-stage stochastic integer programs

Shabbir Ahmed, Mohit Tawarmalani, and Nikolaos V Sahinidis · 2004

Earlier work this paper cites.

A branch-and-price algorithm for multistage stochastic integer programming with application to stochastic batch-sizing problems

Guglielmo Lulli and Suvrajeet Sen · 2004

Earlier work this paper cites.

A stochastic programming approach for supply chain network design under uncertainty

Tjendera Santoso, Shabbir Ahmed, Marc Goetschalckx, and Alexander Shapiro · 2005

Earlier work this paper cites.

The c 3 theorem and a d 2 algorithm for large scale stochastic mixed-integer programming: set convexification

Suvrajeet Sen and Julia L Higle · 2005

Cited alongside, same era.

The empirical behavior of sampling methods for stochastic programming

Jeff Linderoth, Alexander Shapiro, and Stephen Wright · 2006

Cited alongside, same era.

Robust stochastic approximation approach to stochastic programming

Arkadi Nemirovski, Anatoli Juditsky, Guanghui Lan, and Alexander Shapiro · 2009

Cited alongside, same era.

Lectures on stochastic programming: modeling and theory

Alexander Shapiro, Darinka Dentcheva, and Andrzej Ruszczyński · 2009

Cited alongside, same era.

Stochastic mixed-integer programming algorithms: Beyond benders’ decomposition

Suvrajeet Sen · 2010

Cited alongside, same era.

Introduction to stochastic programming

John R Birge and Francois Louveaux · 2011

Stochastic programming , volume 324

András Prékopa · 2013

Later among the works it cites.

Learning to branch in mixed integer programming

Elias Boutros Khalil, Pierre Le Bodic, Le Song, George Nemhauser, and Bistra Dilkina · 2016

Later among the works it cites.

Machine learning for combinatorial optimization: a methodological tour d’horizon

Original

Yoshua Bengio, Andrea Lodi, and Antoine Prouvost · 2018

Later among the works it cites.

Learning a classification of mixed-integer quadratic programming problems

Pierre Bonami, Andrea Lodi, and Giulia Zarpellon · 2018

Later among the works it cites.

The SCIP Optimization Suite 6.0

Ambros Gleixner, Michael Bastubbe, Leon Eifler, Tristan Gally, Gerald Gamrath, Robert Lion Gottwald, Gregor Hendel, Christopher Hojny, Thorsten Koch, Marco E. Lübbecke, Stephen J. Maher, Matthias Miltenberger, Benjamin Müller, Marc E. Pfetsch, Christian Puchert, Daniel Rehfeldt, Franziska Schlösser, Christoph Schubert, Felipe Serrano, Yuji Shinano, Jan Merlin Viernickel, Matthias Walter, Fabian Wegscheider, Jonas T. Witt, and Jakob Witzig · 2018

Later among the works it cites.