Meinolf Sellmann

93 papers A* 15A 33B 14C 1Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Introduction to the Special Issue on Learning and Intelligent Optimization.
ACM Trans. Evol. Learn. Optim.
Kevin Tierney, Meinolf Sellmann
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
2022 J jnl
Boosting evolutionary algorithm configuration.
Ann. Math. Artif. Intell.
Carlos Ansótegui, Josep Pon, Meinolf Sellmann
2022 C conf
Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection.
ICMLA
Meinolf Sellmann, Tapan Shah
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
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
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 — 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 J jnl
Zeitenwende - Turn of Eras.
AI Mag.
Meinolf Sellmann, Bart Selman
2020 J jnl
Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection.
CoRR
Meinolf Sellmann, Tapan Shah
2020 — conf
Empirical Confidence Models for Supervised Machine Learning.
Canadian AI
Margarita P. Castro, Meinolf Sellmann, Zhaoyuan Yang, Nurali Virani
2020 — conf
Hyper-parameterized Dialectic Search for Non-linear Box-Constrained Optimization with Heterogenous Variable Types.
LION
Meinolf Sellmann, Kevin Tierney
2019 A* conf
Consensual Affine Transformations for Partial Valuation Aggregation.
AAAI
Hermann Schichl, Meinolf Sellmann
2019 A conf
Exploiting Counterfactuals for Scalable Stochastic Optimization.
CP
Stefan Kuhlemann, Meinolf Sellmann, 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
2017 — conf
Learning a Reactive Restart Strategy to Improve Stochastic Search.
LION
Serdar Kadioglu, Meinolf Sellmann, Markus Wagner
2017 J jnl
Meta-Algorithms in Cognitive Computing.
IEEE Intell. Syst.
Meinolf Sellmann
2017 A* conf
Reactive Dialectic Search Portfolios for MaxSAT.
AAAI
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney
2016 — ed.
Learning and Intelligent Optimization - 10th International Conference, LION 10, Ischia, Italy, May 29 - June 1, 2016, Revised Selected Papers
LION
Paola Festa, Meinolf Sellmann, Joaquin Vanschoren
2016 J jnl
MaxSAT by improved instance-specific algorithm configuration.
Artif. Intell.
Carlos Ansótegui, Joel Gabàs, Yuri Malitsky, Meinolf Sellmann
2015 A* conf
Model-Based Genetic Algorithms for Algorithm Configuration.
IJCAI
Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney
2015 A* conf
Predisaster Preparation of Transportation Networks.
AAAI
Hermann Schichl, Meinolf Sellmann
2014 A* conf
MaxSAT by Improved Instance-Specific Algorithm Configuration.
AAAI
Carlos Ansótegui, Yuri Malitsky, Meinolf Sellmann
2014 A* conf
Parallel Restarted Search.
AAAI
André A. Ciré, Serdar Kadioglu, Meinolf Sellmann
2013 A* conf
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering.
IJCAI
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2013 — conf
Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction.
LION
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2013 B ed.
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 10th International Conference, CPAIOR 2013, Yorktown Heights, NY, USA, May 18-22, 2013. Proceedings
CPAIOR
Carla P. Gomes, Meinolf Sellmann
2013 A conf
Snappy: A Simple Algorithm Portfolio.
SAT
Horst Samulowitz, Chandra Reddy, Ashish Sabharwal, Meinolf Sellmann
2012 B conf
Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation.
CPAIOR
Yuri Malitsky, Meinolf Sellmann
2012 A conf
Learning Back-Clauses in SAT - (Poster Presentation).
SAT
Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2012 A* conf
Non-Model-Based Search Guidance for Set Partitioning Problems.
AAAI
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann
2012 A conf
Parallel SAT Solver Selection and Scheduling.
CP
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2011 A* conf
A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT.
AAAI
Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann
2011 A conf
Algorithm Selection and Scheduling.
CP
Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2011 A conf
Incorporating Variance in Impact-Based Search.
CP
Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann
2011 A conf
Non-Model-Based Algorithm Portfolios for SAT.
SAT
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2010 A conf
A Complete Multi-valued SAT Solver.
CP
Siddhartha Jain, Eoin O'Mahony, Meinolf Sellmann
2010 A* conf
Filtering Bounded Knapsack Constraints in Expected Sublinear Time.
AAAI
Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek
2010 J jnl
Grammar constraints.
Constraints An Int. J.
Serdar Kadioglu, Meinolf Sellmann
2010 A conf
ISAC - Instance-Specific Algorithm Configuration.
ECAI
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney
2010 J jnl
Stochastic Offline Programming.
Int. J. Artif. Intell. Tools
Yuri Malitsky, Meinolf Sellmann
2010 B conf
Upper Bounds on the Number of Solutions of Binary Integer Programs.
CPAIOR
Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann
2009 A conf
A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms.
CP
Carlos Ansótegui, Meinolf Sellmann, Kevin Tierney
2009 J jnl
Approximated consistency for the automatic recording constraint.
Comput. Oper. Res.
Meinolf Sellmann
2009 B conf
Backdoors to Combinatorial Optimization: Feasibility and Optimality.
CPAIOR
Bistra Dilkina, Carla P. Gomes, Yuri Malitsky, Ashish Sabharwal, Meinolf Sellmann
2009 A conf
Dialectic Search.
CP
Serdar Kadioglu, Meinolf Sellmann
2009 J jnl
Dynamic structural symmetry breaking for constraint satisfaction problems.
Constraints An Int. J.
Pierre Flener, Justin Pearson, Meinolf Sellmann, Pascal Van Hentenryck, Magnus Ågren
2009 B conf
Enhanced Inference for the Market Split Problem.
ICTAI
Tarik Hadzic, Eoin O'Mahony, Barry O'Sullivan, Meinolf Sellmann
2009 A conf
On Decomposing Knapsack Constraints for Length-Lex Bounds Consistency.
CP
Meinolf Sellmann
2009 A conf
Same-Relation Constraints.
CP
Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivný
2009 J jnl
Special issue on constraint programming.
Comput. Oper. Res.
Gilles Pesant, Meinolf Sellmann, Bernard Gendron
2009 J jnl
Static and dynamic structural symmetry breaking.
Ann. Math. Artif. Intell.
Pierre Flener, Justin Pearson, Meinolf Sellmann
2009 B conf
Stochastic Offline Programming.
ICTAI
Yuri Malitsky, Meinolf Sellmann
2009 B conf
The Polytope of Context-Free Grammar Constraints.
CPAIOR
Gilles Pesant, Claude-Guy Quimper, Louis-Martin Rousseau, Meinolf Sellmann
2008 A conf
Dichotomic Search Protocols for Constrained Optimization.
CP
Meinolf Sellmann, Serdar Kadioglu
2008 A* conf
Efficient Context-Free Grammar Constraints.
AAAI
Serdar Kadioglu, Meinolf Sellmann
2008 A conf
Length-Lex Bounds Consistency for Knapsack Constraints.
CP
Yuri Malitsky, Meinolf Sellmann, Willem Jan van Hoeve
2008 A conf
Model Restarts for Structural Symmetry Breaking.
CP
Daniel S. Heller, Aurojit Panda, Meinolf Sellmann, Justin Yip
2008 B conf
The Accuracy of Search Heuristics: An Empirical Study on Knapsack Problems.
CPAIOR
Daniel H. Leventhal, Meinolf Sellmann
2008 B conf
The Polytope of Tree-Structured Binary Constraint Satisfaction Problems.
CPAIOR
Meinolf Sellmann
2007 J jnl
Cost-based Filtering for Shorter Path Constraints.
Constraints An Int. J.
Meinolf Sellmann, Thorsten Gellermann, Robert Wright
2007 A* conf
Propagating Knapsack Constraints in Sublinear Time.
AAAI
Irit Katriel, Meinolf Sellmann, Eli Upfal, Pascal Van Hentenryck
2007 B conf
The Linear Programming Polytope of Binary Constraint Problems with Bounded Tree-Width.
CPAIOR
Meinolf Sellmann, Luc Mercier, Daniel H. Leventhal
2006 B conf
A Totally Unimodular Description of the Consistent Value Polytope for Binary Constraint Programming.
CPAIOR
Ionut D. Aron, Daniel H. Leventhal, Meinolf Sellmann
2006 A* conf
Disco - Novo - GoGo: Integrating Local Search and Complete Search with Restarts.
AAAI
Meinolf Sellmann, Carlos Ansótegui
2006 A conf
Dynamic Symmetry Breaking Restarted.
CP
Daniel S. Heller, Meinolf Sellmann
2006 B conf
Plan B: Uncertainty/Time Trade-Offs for Linear and Integer Programming.
CPAIOR
Claire Kenyon, Meinolf Sellmann
2006 A conf
Static and Dynamic Structural Symmetry Breaking.
CP
Pierre Flener, Justin Pearson, Meinolf Sellmann, Pascal Van Hentenryck
2006 A conf
The Theory of Grammar Constraints.
CP
Meinolf Sellmann
2005 A conf
Approximated Consistency for the Automatic Recording Problem.
CP
Meinolf Sellmann
2005 B conf
Shorter Path Constraints for the Resource Constrained Shortest Path Problem.
CPAIOR
Thorsten Gellermann, Meinolf Sellmann, Robert Wright
2005 A* conf
Structural Symmetry Breaking.
IJCAI
Meinolf Sellmann, Pascal Van Hentenryck
2004 A conf
Streamlined Constraint Reasoning.
CP
Carla P. Gomes, Meinolf Sellmann
2004 B conf
The Challenge of Generating Spatially Balanced Scientific Experiment Designs.
CPAIOR
Carla P. Gomes, Meinolf Sellmann, Cindy van Es, Harold van Es
2004 A* conf
The Practice of Approximated Consistency for Knapsack Constraints.
AAAI
Meinolf Sellmann
2004 A conf
Theoretical Foundations of CP-Based Lagrangian Relaxation.
CP
Meinolf Sellmann
2003 A conf
Approximated Consistency for Knapsack Constraints.
CP
Meinolf Sellmann
2003 J jnl
Constraint Programming Based Lagrangian Relaxation for the Automatic Recording Problem.
Ann. Oper. Res.
Meinolf Sellmann, Torsten Fahle
2003 A conf
Cost-Based Filtering for Shorter Path Constraints.
CP
Meinolf Sellmann
2003 A conf
Multicommodity Flow Approximation Used for Exact Graph Partitioning.
ESA
Meinolf Sellmann, Norbert Sensen, Larissa Timajev
2002 A conf
An Arc-Consistency Algorithm for the Minimum Weight All Different Constraint.
CP
Meinolf Sellmann
2002 J jnl
Constraint Programming Based Column Generation for Crew Assignment.
J. Heuristics
Torsten Fahle, Ulrich Junker, Stefan E. Karisch, Niklas Kohl, Meinolf Sellmann, Bo Vaaben
2002 J jnl
Cost Based Filtering for the Constrained Knapsack Problem.
Ann. Oper. Res.
Torsten Fahle, Meinolf Sellmann
2002 J jnl
Crew Assignment via Constraint Programming: Integrating Column Generation and Heuristic Tree Search.
Ann. Oper. Res.
Meinolf Sellmann, Kyriakos Zervoudakis, Panagiotis Stamatopoulos, Torsten Fahle
2002 A conf
Heuristic Constraint Propagation.
CP
Meinolf Sellmann, Warwick Harvey
2002 A conf
Lagrangian Cardinality Cuts and Variable Fixing for Capacitated Network Design.
ESA
Meinolf Sellmann, Georg Kliewer, Achim Koberstein
2002 — —
Reduction techniques in constraint programming and combinatorial optimization
Meinolf Sellmann
2001 A conf
Coupling Variable Fixing Algorithms for the Automatic Recording Problem.
ESA
Meinolf Sellmann, Torsten Fahle
2001 A conf
Symmetry Breaking.
CP
Torsten Fahle, Stefan Schamberger, Meinolf Sellmann
1999 A conf
A Framework for Constraint Programming Based Column Generation.
CP
Ulrich Junker, Stefan E. Karisch, Niklas Kohl, Bo Vaaben, Torsten Fahle, Meinolf Sellmann