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Kevin Tierney

RouteFinder: Towards Foundation Models for Vehicle Routing Problems

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Jun 21, 2024
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PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization

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Feb 21, 2024
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AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration

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Dec 01, 2022
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Simulation-guided Beam Search for Neural Combinatorial Optimization

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Jul 13, 2022
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A Survey of Methods for Automated Algorithm Configuration

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Feb 03, 2022
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The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems

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Jan 25, 2022
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Efficient Active Search for Combinatorial Optimization Problems

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Jun 09, 2021
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Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations

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Mar 18, 2021
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Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem

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Nov 21, 2019
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Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem

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Sep 28, 2017
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