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Efficient Active Search for Combinatorial Optimization Problems

Jun 09, 2021
André Hottung, Yeong-Dae Kwon, Kevin Tierney

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Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations

Mar 18, 2021
Carlos Ansotegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney

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Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem

Nov 21, 2019
André Hottung, Kevin Tierney

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Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem

Sep 28, 2017
André Hottung, Shunji Tanaka, Kevin Tierney

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ASlib: A Benchmark Library for Algorithm Selection

Apr 06, 2016
Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Frechette, Holger Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren

* Accepted to be published in Artificial Intelligence Journal 

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