Kevin Tierney

97 papers A* 10A 7B 2C 2Journal 47Unranked 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
A method for the automated configuration of anytime portfolios of algorithms.
Eur. J. Oper. Res.
Elias Schede, Kevin Tierney
2026 J jnl
On the Hardness of Computing Counterfactual and Semifactual Explanations in XAI.
CoRR
André Artelt, Martin Olsen, Kevin Tierney
2025 — conf
Algorithm Configuration in the Unified Planning Framework.
LION (2)
Dimitri Weiß, Andrea Micheli, Kevin Tierney
2025 A conf
Deep reinforcement learning for instance-specific algorithm configuration.
GECCO
Elias Schede, Moritz Seiler, Kevin Tierney, Heike Trautmann
2025 J jnl
Introduction to the Special Issue on Learning and Intelligent Optimization.
ACM Trans. Evol. Learn. Optim.
Kevin Tierney, Meinolf Sellmann
2025 — conf
Learning to Solve the Skill Vehicle Routing Problem with Deep Reinforcement Learning.
LION (2)
Nayeli Gast Zepeda, André Hottung, Kevin Tierney
2025 J jnl
Neural Deconstruction Search for Vehicle Routing Problems.
CoRR
André Hottung, Paula Wong-Chung, Kevin Tierney
2025 J jnl
Neural Deconstruction Search for Vehicle Routing Problems.
Trans. Mach. Learn. Res.
André Hottung, Paula Wong-Chung, Kevin Tierney
2025 J jnl
On the Hardness of Computing Counterfactual and Semi-factual Explanations in XAI.
Trans. Mach. Learn. Res.
André Artelt, Martin Olsen, Kevin Tierney
2025 A* conf
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization.
ICLR
André Hottung, Mridul Mahajan, Kevin Tierney
2025 — conf
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark.
KDD (2)
Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park
2025 J jnl
Realtime gray-box algorithm configuration using cost-sensitive classification.
Ann. Math. Artif. Intell.
Dimitri Weiß, Kevin Tierney
2025 J jnl
RouteFinder: Towards Foundation Models for Vehicle Routing Problems.
Trans. Mach. Learn. Res.
Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels A. Wouda, Leon Lan, Junyoung Park, Kevin Tierney, Jinkyoo Park
2025 J jnl
Selector: Ensemble-Based Automated Algorithm Configuration.
J. Heuristics
Dimitri Weiß, Elias Schede, Kevin Tierney
2025 J jnl
VRPAgent: LLM-Driven Discovery of Heuristic Operators for Vehicle Routing Problems.
CoRR
André Hottung, Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, Daniel Wetzel, Michael Römer, Haoran Ye, Davide Zago, Michael Poli, Stefano Massaroli, Jinkyoo Park, Kevin Tierney
2024 — conf
A Deep Learning Accelerated Heuristic for Truck Loading Optimization.
ICCL
Fynn Martin Gilbert, Jakob Schulte, André Hottung, Daniel Wetzel, Kevin Tierney
2024 J jnl
Configuring Mixed-Integer Programming Solvers for Large-Scale Instances.
Oper. Res. Forum
Robin Kemminer, Jannick Lange, Jens Peter Kempkes, Kevin Tierney, Dimitri Weiß
2024 J jnl
Neural network assisted branch and bound algorithm for dynamic berth allocation problems.
Eur. J. Oper. Res.
Shinya Korekane, Tatsushi Nishi, Kevin Tierney, Ziang Liu
2024 J jnl
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization.
CoRR
André Hottung, Mridul Mahajan, Kevin Tierney
2024 J jnl
Rethinking cyclic structures in liner shipping networks.
Eur. J. Oper. Res.
Daniel Wetzel, Kevin Tierney
2024 J jnl
RouteFinder: Towards Foundation Models for Vehicle Routing Problems.
CoRR
Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels A. Wouda, Leon Lan, Kevin Tierney, Jinkyoo Park
2024 J jnl
Solving the unit-load pre-marshalling problem in block stacking storage systems with multiple access directions.
Eur. J. Oper. Res.
Jakob Pfrommer, Anne Meyer, Kevin Tierney
2023 A* conf
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract).
IJCAI
Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
2023 A* conf
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration.
AAAI
Jasmin Brandt, Elias Schede, Björn Haddenhorst, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
2023 — conf
Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration.
LWDA
Jasmin Brandt, Elias Schede, Shivam Sharma, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
2023 — ed.
Learning and Intelligent Optimization - 17th International Conference, LION 17, Nice, France, June 4-8, 2023, Revised Selected Papers
LION
Meinolf Sellmann, Kevin Tierney
2023 J jnl
The first AI4TSP competition: Learning to solve stochastic routing problems.
Artif. Intell.
Yingqian Zhang, Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Robbert Reijnen, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
2023 J jnl
Uncertainty in maritime ship routing and scheduling: A Literature review.
Eur. J. Oper. Res.
Jana Ksciuk, Stefan Kuhlemann, Kevin Tierney, Achim Koberstein
2022 J jnl
A Survey of Methods for Automated Algorithm Configuration.
CoRR
Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
2022 J jnl
A Survey of Methods for Automated Algorithm Configuration.
J. Artif. Intell. Res.
Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
2022 J jnl
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration.
CoRR
Jasmin Brandt, Elias Schede, Viktor Bengs, Björn Haddenhorst, Eyke Hüllermeier, Kevin Tierney
2022 A* conf
Efficient Active Search for Combinatorial Optimization Problems.
ICLR
André Hottung, Yeong-Dae Kwon, Kevin Tierney
2022 C conf
Explaining solutions to multi-stage stochastic optimization problems to decision makers.
ETFA
Kevin Tierney, Kaja Balzereit, Andreas Bunte, Oliver Niehörster
2022 — conf
Learning to Solve a Stochastic Orienteering Problem with Time Windows.
LION
Fynn Schmitt-Ulms, André Hottung, Meinolf Sellmann, Kevin Tierney
2022 J jnl
Neural large neighborhood search for routing problems.
Artif. Intell.
André Hottung, Kevin Tierney
2022 — conf
Realtime Gray-Box Algorithm Configuration.
LION
Dimitri Weiß, Kevin Tierney
2022 A* conf
Simulation-guided Beam Search for Neural Combinatorial Optimization.
NeurIPS
Jinho Choo, Yeong-Dae Kwon, Jihoon Kim, Jeongwoo Jae, André Hottung, Kevin Tierney, Youngjune Gwon
2022 J jnl
Simulation-guided Beam Search for Neural Combinatorial Optimization.
CoRR
Jinho Choo, Yeong-Dae Kwon, Jihoon Kim, Jeongwoo Jae, André Hottung, Kevin Tierney, Youngjune Gwon
2022 J jnl
Solving the unit-load pre-marshalling problem in block stacking storage systems with multiple access directions.
CoRR
Jakob Pfrommer, Anne Meyer, Kevin Tierney
2022 J jnl
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems.
CoRR
Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Yingqian Zhang, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
2021 J jnl
Efficient Active Search for Combinatorial Optimization Problems.
CoRR
André Hottung, Yeong-Dae Kwon, Kevin Tierney
2021 J jnl
Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations.
CoRR
Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney
2021 A* conf
Learning a Latent Search Space for Routing Problems using Variational Autoencoders.
ICLR
André Hottung, Bhanu Bhandari, Kevin Tierney
2021 — conf
Learning to Optimize Black-Box Functions with Extreme Limits on the Number of Function Evaluations.
LION
Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney
2021 A conf
PyDGGA: Distributed GGA for Automatic Configuration.
SAT
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney
2021 — conf
The EURO Meets NeurIPS 2022 Vehicle Routing Competition.
NeurIPS (Competition and Demos)
Wouter Kool, Laurens Bliek, Danilo Numeroso, Yingqian Zhang, Tom Catshoek, Kevin Tierney, Thibaut Vidal, Joaquim A. S. Gromicho
2021 J jnl
The stochastic liner shipping fleet repositioning problem with uncertain container demands and travel times.
EURO J. Transp. Logist.
Stefan Kuhlemann, Jana Ksciuk, Kevin Tierney, Achim Koberstein
2020 — conf
A Mathematical Model to Route Technicians for Inland Waterway Shipping.
ICCL
Melissa Buballa, Daniel Wetzel, Kay Lenkenhoff, Kevin Tierney
2020 J jnl
A genetic algorithm for finding realistic sea routes considering the weather.
J. Heuristics
Stefan Kuhlemann, Kevin Tierney
2020 J jnl
Correction to: A genetic algorithm for finding realistic sea routes considering the weather.
J. Heuristics
Stefan Kuhlemann, Kevin Tierney
2020 — conf
Cyclical Inventory Routing with Unsplittable Pick-Up and Deliveries.
ICCL
Jakob Schulte, Michael Römer, Kevin Tierney
2020 J jnl
Deep learning assisted heuristic tree search for the container pre-marshalling problem.
Comput. Oper. Res.
André Hottung, Shunji Tanaka, Kevin Tierney
2020 — conf
Dynamic Pricing for User-Based Rebalancing in Free-Floating Vehicle Sharing: A Real-World Case.
ICCL
Nout Neijmeijer, Frederik Schulte, Kevin Tierney, Henk Polinder, Rudy R. Negenborn
2020 — conf
Hyper-parameterized Dialectic Search for Non-linear Box-Constrained Optimization with Heterogenous Variable Types.
LION
Meinolf Sellmann, Kevin Tierney
2020 A conf
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem.
ECAI
André Hottung, Kevin Tierney
2020 — conf
Pool-Based Realtime Algorithm Configuration: A Preselection Bandit Approach.
LION
Adil El Mesaoudi-Paul, Dimitri Weiß, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
2019 J jnl
A branch and bound approach for large pre-marshalling problems.
Eur. J. Oper. Res.
Shunji Tanaka, Kevin Tierney, Consuelo Parreño-Torres, Ramón Alvarez-Valdés, Rubén Ruiz
2019 J jnl
Collaborative urban transportation: Recent advances in theory and practice.
Eur. J. Oper. Res.
Catherine Cleophas, Caitlin Doyle Cottrill, Jan Fabian Ehmke, Kevin Tierney
2019 A conf
Exploiting Counterfactuals for Scalable Stochastic Optimization.
CP
Stefan Kuhlemann, Meinolf Sellmann, Kevin Tierney
2019 — conf
Machine Learning Approach for Identification of Objective Function in Production Scheduling Problems.
CASE
Yoki Matsuoka, Tatsushi Nishi, Kevin Tierney
2019 J jnl
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem.
CoRR
André Hottung, Kevin Tierney
2018 — conf
Hyper-Reactive Tabu Search for MaxSAT.
LION
Carlos Ansótegui, Britta Heymann, Josep Pon, Meinolf Sellmann, Kevin Tierney
2018 A conf
Self-configuring Cost-Sensitive Hierarchical Clustering with Recourse.
CP
Carlos Ansótegui, Meinolf Sellmann, Kevin Tierney
2018 J jnl
Solving real-world sized container pre-marshalling problems with an iterative deepening branch-and-bound algorithm.
Eur. J. Oper. Res.
Shunji Tanaka, Kevin Tierney
2017 J jnl
Decision support and data visualization for liner shipping fleet repositioning.
Inf. Technol. Manag.
Daniel Müller, Kevin Tierney
2017 J jnl
Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem.
CoRR
André Hottung, Shunji Tanaka, Kevin Tierney
2017 — conf
Integrating Fleet Deployment into the Liner Shipping Cargo Allocation Problem.
ICCL
Daniel Müller, Stefan Guericke, Kevin Tierney
2017 C conf
Multi-objective Optimization for Liner Shipping Fleet Repositioning.
EMO
Kevin Tierney, Joshua Handali, Christian Grimme, Heike Trautmann
2017 A* conf
Reactive Dialectic Search Portfolios for MaxSAT.
AAAI
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney
2017 — conf
Simulating Storage Policies for an Automated Grid-Based Warehouse System.
ICCL
Michaela Beckschäfer, Simon Malberg, Kevin Tierney, Christoph Weskamp
2016 J jnl
A biased random-key genetic algorithm for the container pre-marshalling problem.
Comput. Oper. Res.
André Hottung, Kevin Tierney
2016 J jnl
ASlib: A benchmark library for algorithm selection.
Artif. Intell.
Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren
2016 J jnl
Modeling signal-based decisions in online search environments: A non-recursive forward-looking approach.
Inf. Manag.
Madjid Tavana, Francisco J. Santos-Arteaga, Debora Di Caprio, Kevin Tierney
2016 — conf
Solving the Robust Container Pre-Marshalling Problem.
ICCL
Kevin Tierney, Stefan Voß
2016 — conf
Structure-Preserving Instance Generation.
LION
Yuri Malitsky, Marius Merschformann, Barry O'Sullivan, Kevin Tierney
2015 — conf
A Hybrid Reactive Tabu Search for Liner Shipping Fleet Repositioning.
ICCL
Mark Becker, Kevin Tierney
2015 J jnl
ASlib: A Benchmark Library for Algorithm Selection.
CoRR
Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren
2015 — conf
An Algorithm Selection Benchmark of the Container Pre-marshalling Problem.
LION
Kevin Tierney, Yuri Malitsky
2015 A* conf
Model-Based Genetic Algorithms for Algorithm Configuration.
IJCAI
Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney
2015 — book
Optimizing Liner Shipping Fleet Repositioning Plans.
Kevin Tierney
2015 J jnl
Solving the Liner Shipping Fleet Repositioning Problem with Cargo Flows.
Transp. Sci.
Kevin Tierney, Björg Áskelsdóttir, Rune Møller Jensen, David Pisinger
2014 J jnl
A mathematical model of inter-terminal transportation.
Eur. J. Oper. Res.
Kevin Tierney, Stefan Voß, Robert Stahlbock
2014 J jnl
CP methods for scheduling and routing with time-dependent task costs.
EURO J. Comput. Optim.
Elena Kelareva, Kevin Tierney, Philip Kilby
2014 — conf
Column Generation for the Liner Shipping Fleet Repositioning Problem (Abstract Only).
MKWI
Kevin Tierney, David Pisinger, Rune Møller Jensen
2014 J jnl
On the complexity of container stowage planning problems.
Discret. Appl. Math.
Kevin Tierney, Dario Pacino, Rune Møller Jensen
2014 A* conf
Online Search Algorithm Configuration.
AAAI
Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney
2014 B conf
ReACT: Real-Time Algorithm Configuration through Tournaments.
SOCS
Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan, Kevin Tierney
2013 — conf
A Node Flow Model for the Inflexible Visitation Liner Shipping Fleet Repositioning Problem with Cargo Flows.
ICCL
Kevin Tierney, Rune Møller Jensen
2013 B conf
CP Methods for Scheduling and Routing with Time-Dependent Task Costs.
CPAIOR
Elena Kelareva, Kevin Tierney, Philip Kilby
2013 — conf
Features for Exploiting Black-Box Optimization Problem Structure.
LION
Tinus Abell, Yuri Malitsky, Kevin Tierney
2012 A* conf
Automated Planning for Liner Shipping Fleet Repositioning.
ICAPS
Kevin Tierney, Amanda Jane Coles, Andrew Coles, Christian Kroer, Adam M. Britt, Rune Møller Jensen
2012 — conf
The Liner Shipping Fleet Repositioning Problem with Cargo Flows.
ICCL
Kevin Tierney, Rune Møller Jensen
2010 A conf
ISAC - Instance-Specific Algorithm Configuration.
ECAI
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney
2009 A conf
A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms.
CP
Carlos Ansótegui, Meinolf Sellmann, Kevin Tierney
2008 — conf
Reconfigurable MEMS Antennas.
AHS
Nakul Haridas, Ahmet T. Erdogan, Tughrul Arslan, Anthony J. Walton, Stewart Smith, Tom Stevenson, Camelia Dunare, Alan M. Gundlach, Jonathan G. Terry, Petros Argyrakis, Kevin Tierney, Alan J. Ross, Tony O'Hara
2003 J jnl
The factor structure of the Computer Anxiety Rating Scale and the Computer Thoughts Survey.
Comput. Hum. Behav.
Michael Gordon, Mona Killey, Mark Shevlin, David McIlroy, Kevin Tierney
2001 J jnl
The relation of gender and background experience to self-reported computing anxieties and cognitions.
Comput. Hum. Behav.
David McIlroy, Brendan Bunting, Kevin Tierney, Michael Gordon