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Integer Programming Submissions - 2018

January 2018

(Mixed) Integer Nonlinear Programming
Extended formulations for convex hulls of some bilinear functions
Akshay Gupte, Thomas Kalinowski, Fabian Rigterink, Hamish Waterer

Binary Extended Formulations
Sanjeeb Dash, Oktay Gunluk, Robert Hildebrand

Optimal Decision Trees for Categorical Data via Integer Programming
Oktay Gunluk, Jayant Kalagnanam, Matt Menickelli, Katya Scheinberg

(Mixed) Integer Nonlinear Programming
Using Regularization and Second Order Information in Outer Approximation for Convex MINLP
Jan Kronqvist, David E. Bernal, Ignacio E. Grossmann

(Mixed) Integer Linear Programming
Bounding and Counting Linear Regions of Deep Neural Networks
Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam

The Maximum Clique Interdiction Game
Fabio Furini, Ivana Ljubic, Sébastien Martin, Pablo San Segundo


February 2018

(Mixed) Integer Nonlinear Programming
Strong formulations for quadratic optimization with M-matrices and semi-continuous variables
Alper Atamturk, Andres Gomez

(Mixed) Integer Nonlinear Programming
A Center-Cut Algorithm for Quickly Obtaining Feasible Solutions and Solving Convex MINLP Problems
Jan Kronqvist, David Bernal, Andreas Lundell, Tapio Westerlund

(Mixed) Integer Nonlinear Programming
Global Optimization of Multilevel Electricity Market Models Including Network Design and Graph Partitioning
Thomas Kleinert, Martin Schmidt

(Mixed) Integer Linear Programming
Efficient and Easy-to-Implement Mixed-Integer Linear Programs for the Traveling Salesperson Problem with Time Windows
Philipp Hungerländer, Christian Truden

Other
An algorithmic framework based on primitive directions and nonmonotone line searches for black box problems with integer variables
Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi

(Mixed) Integer Nonlinear Programming
Mathematical Programming Formulations for Piecewise Polynomial Functions
Bjarne Grimstad, Brage R. Knudsen

(Mixed) Integer Linear Programming
A Computational Investigation on the Strength of Dantzig-Wolfe Reformulations
Michael Bastubbe, Marco E. Lübbecke, Jonas T. Witt


March 2018

Cutting Plane Approaches
Can cut generating functions be good and efficient?
Amitabh Basu, Sriram Sankaranarayanan

(Mixed) Integer Nonlinear Programming
Outer Approximation for Integer Nonlinear Programs via Decision Diagrams
Danial Davarnia, Willem-Jan van Hoeve


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