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Global Optimization Submissions - 2021

January 2021

TREGO: a Trust-Region Framework for Efficient Global Optimization
Y. Diouane, V. Picheny, R. Le Riche, A. Scotto Di Perrotolo


February 2021

Decomposing Optimization-Based Bounds Tightening Problems Via Graph Partitioning
Michael Bynum, Anya Castillo, Bernard Knueven, Carl Laird, John Siirola, Jean-Paul Watson

Beyond local optimality conditions: the case of maximizing a convex function
Aharon Ben-Tal, Ernst Roos


April 2021

Applications
Penetration depth between two convex polyhedra: An efficient global optimization approach
Mark A. Abramson, Griffin D. Kent, Gavin W. Smith


June 2021

Theory
Lifting convex inequalities for bipartite bilinear programs
Xiaoyi Gu, Santanu S. Dey, Jean-Philippe P. Richard

Applications
MatQapNB User Guide: A branch-and-bound program for QAPs in Matlab with the Newton-Bracketing method
Koichi Fujii, Naoki Ito, Sunyoung Kim, Masakazu Kojima, Hans D. Mittelmann, Yuji Shinano, Kim-Chuan Toh

Theory
On obtaining the convex hull of quadratic inequalities via aggregations
Santanu S. Dey, Gonzalo Munoz, Felipe Serrano

SDP-quality bounds via convex quadratic relaxations for global optimization of mixed-integer quadratic programs
Carlos Nohra, Arvind Raghunathan, Nikolaos Sahinidis


July 2021

An extension of the Reformulation-Linearization Technique to nonlinear optimization
Jianzhe Zhen, Danique de Moor, Dick den Hertog

Global optimization using random embeddings
Coralia Cartis, Estelle Massart, Adilet Otemissov


November 2021

Other
Adaptive discretization algorithms for unbounded semi-infinite programs
Daniel Jungen, Hatim Djelassi, Alexander Mitsos


December 2021

An effective version of Schmüdgen's Positivstellensatz for the hypercube
Monique Laurent, Lucas Slot


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