Meinolf Sellmann

According to our database, Meinolf Sellmann authored at least 87 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

The first AI4TSP competition: Learning to solve stochastic routing problems.

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

Artif. Intell., June, 2023

2022

The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems.

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

CoRR, 2022

Boosting evolutionary algorithm configuration.

Carlos Ansótegui, Josep Pon, Meinolf Sellmann

Ann. Math. Artif. Intell., 2022

Learning to Solve a Stochastic Orienteering Problem with Time Windows.

Fynn Schmitt-Ulms, André Hottung, Meinolf Sellmann, Kevin Tierney

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection.

Meinolf Sellmann, Tapan Shah

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

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

Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney

CoRR, 2021

Zeitenwende - Turn of Eras.

Meinolf Sellmann, Bart Selman

AI Mag., 2021

PyDGGA: Distributed GGA for Automatic Configuration.

Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2021, 2021

Learning to Optimize Black-Box Functions with Extreme Limits on the Number of Function Evaluations.

Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney

Proceedings of the Learning and Intelligent Optimization - 15th International Conference, 2021

2020

Hyper-parameterized Dialectic Search for Non-linear Box-Constrained Optimization with Heterogenous Variable Types.

Meinolf Sellmann, Kevin Tierney

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Empirical Confidence Models for Supervised Machine Learning.

Margarita P. Castro, Meinolf Sellmann, Zhaoyuan Yang, Nurali Virani

Proceedings of the Advances in Artificial Intelligence, 2020

2019

Exploiting Counterfactuals for Scalable Stochastic Optimization.

Stefan Kuhlemann, Meinolf Sellmann, Kevin Tierney

Proceedings of the Principles and Practice of Constraint Programming, 2019

Consensual Affine Transformations for Partial Valuation Aggregation.

Hermann Schichl, Meinolf Sellmann

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Hyper-Reactive Tabu Search for MaxSAT.

Carlos Ansótegui, Britta Heymann, Josep Pon, Meinolf Sellmann, Kevin Tierney

Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

Self-configuring Cost-Sensitive Hierarchical Clustering with Recourse.

Carlos Ansótegui, Meinolf Sellmann, Kevin Tierney

Proceedings of the Principles and Practice of Constraint Programming, 2018

2017

Meta-Algorithms in Cognitive Computing.

Meinolf Sellmann

IEEE Intell. Syst., 2017

Learning a Reactive Restart Strategy to Improve Stochastic Search.

Serdar Kadioglu, Meinolf Sellmann, Markus Wagner

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Reactive Dialectic Search Portfolios for MaxSAT.

Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

MaxSAT by improved instance-specific algorithm configuration.

Carlos Ansótegui, Joel Gabàs, Yuri Malitsky, Meinolf Sellmann

Artif. Intell., 2016

2015

Model-Based Genetic Algorithms for Algorithm Configuration.

Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Predisaster Preparation of Transportation Networks.

Hermann Schichl, Meinolf Sellmann

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Parallel Restarted Search.

André A. Ciré, Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

MaxSAT by Improved Instance-Specific Algorithm Configuration.

Carlos Ansótegui, Yuri Malitsky, Meinolf Sellmann

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Snappy: A Simple Algorithm Portfolio.

Horst Samulowitz, Chandra Reddy, Ashish Sabharwal, Meinolf Sellmann

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2013, 2013

Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the IJCAI 2013, 2013

2012

Learning Back-Clauses in SAT - (Poster Presentation).

Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2012, 2012

Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation.

Yuri Malitsky, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Contraint Programming for Combinatorial Optimzation Problems, 2012

Parallel SAT Solver Selection and Scheduling.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2012

Non-Model-Based Search Guidance for Set Partitioning Problems.

Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Non-Model-Based Algorithm Portfolios for SAT.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2011, 2011

Incorporating Variance in Impact-Based Search.

Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

Algorithm Selection and Scheduling.

Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT.

Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Stochastic Offline Programming.

Yuri Malitsky, Meinolf Sellmann

Int. J. Artif. Intell. Tools, 2010

Grammar constraints.

Serdar Kadioglu, Meinolf Sellmann

Constraints An Int. J., 2010

ISAC - Instance-Specific Algorithm Configuration.

Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney

Proceedings of the ECAI 2010, 2010

Upper Bounds on the Number of Solutions of Binary Integer Programs.

Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

A Complete Multi-valued SAT Solver.

Siddhartha Jain, Eoin O'Mahony, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010

Filtering Bounded Knapsack Constraints in Expected Sublinear Time.

Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Approximated consistency for the automatic recording constraint.

Meinolf Sellmann

Comput. Oper. Res., 2009

Special issue on constraint programming.

Gilles Pesant, Meinolf Sellmann, Bernard Gendron

Comput. Oper. Res., 2009

Dynamic structural symmetry breaking for constraint satisfaction problems.

Pierre Flener, Justin Pearson, Meinolf Sellmann, Pascal Van Hentenryck, Magnus Ågren

Constraints An Int. J., 2009

Static and dynamic structural symmetry breaking.

Pierre Flener, Justin Pearson, Meinolf Sellmann

Ann. Math. Artif. Intell., 2009

Enhanced Inference for the Market Split Problem.

Tarik Hadzic, Eoin O'Mahony, Barry O'Sullivan, Meinolf Sellmann

Proceedings of the ICTAI 2009, 2009

The Polytope of Context-Free Grammar Constraints.

Gilles Pesant, Claude-Guy Quimper, Louis-Martin Rousseau, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

Backdoors to Combinatorial Optimization: Feasibility and Optimality.

Bistra Dilkina, Carla P. Gomes, Yuri Malitsky, Ashish Sabharwal, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

On Decomposing Knapsack Constraints for Length-Lex Bounds Consistency.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2009

Dialectic Search.

Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2009

Same-Relation Constraints.

Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivný

Proceedings of the Principles and Practice of Constraint Programming, 2009

A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms.

Carlos Ansótegui, Meinolf Sellmann, Kevin Tierney

Proceedings of the Principles and Practice of Constraint Programming, 2009

2008

The Polytope of Tree-Structured Binary Constraint Satisfaction Problems.

Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008

The Accuracy of Search Heuristics: An Empirical Study on Knapsack Problems.

Daniel H. Leventhal, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008

Dichotomic Search Protocols for Constrained Optimization.

Meinolf Sellmann, Serdar Kadioglu

Proceedings of the Principles and Practice of Constraint Programming, 2008

Length-Lex Bounds Consistency for Knapsack Constraints.

Yuri Malitsky, Meinolf Sellmann, Willem Jan van Hoeve

Proceedings of the Principles and Practice of Constraint Programming, 2008

Model Restarts for Structural Symmetry Breaking.

Daniel S. Heller, Aurojit Panda, Meinolf Sellmann, Justin Yip

Proceedings of the Principles and Practice of Constraint Programming, 2008

Efficient Context-Free Grammar Constraints.

Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Cost-based Filtering for Shorter Path Constraints.

Meinolf Sellmann, Thorsten Gellermann, Robert Wright

Constraints An Int. J., 2007

The Linear Programming Polytope of Binary Constraint Problems with Bounded Tree-Width.

Meinolf Sellmann, Luc Mercier, Daniel H. Leventhal

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007

Propagating Knapsack Constraints in Sublinear Time.

Irit Katriel, Meinolf Sellmann, Eli Upfal, Pascal Van Hentenryck

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Plan B: Uncertainty/Time Trade-Offs for Linear and Integer Programming.

Claire Kenyon, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2006

A Totally Unimodular Description of the Consistent Value Polytope for Binary Constraint Programming.

Ionut D. Aron, Daniel H. Leventhal, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2006

The Theory of Grammar Constraints.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2006

Dynamic Symmetry Breaking Restarted.

Daniel S. Heller, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2006

Static and Dynamic Structural Symmetry Breaking.

Pierre Flener, Justin Pearson, Meinolf Sellmann, Pascal Van Hentenryck

Proceedings of the Principles and Practice of Constraint Programming, 2006

Disco - Novo - GoGo: Integrating Local Search and Complete Search with Restarts.

Meinolf Sellmann, Carlos Ansótegui

Proceedings of the Proceedings, 2006

2005

Structural Symmetry Breaking.

Meinolf Sellmann, Pascal Van Hentenryck

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Shorter Path Constraints for the Resource Constrained Shortest Path Problem.

Thorsten Gellermann, Meinolf Sellmann, Robert Wright

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2005

Approximated Consistency for the Automatic Recording Problem.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2005

2004

The Challenge of Generating Spatially Balanced Scientific Experiment Designs.

Carla P. Gomes, Meinolf Sellmann, Cindy van Es, Harold van Es

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2004

Theoretical Foundations of CP-Based Lagrangian Relaxation.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2004

Streamlined Constraint Reasoning.

Carla P. Gomes, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2004

The Practice of Approximated Consistency for Knapsack Constraints.

Meinolf Sellmann

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Constraint Programming Based Lagrangian Relaxation for the Automatic Recording Problem.

Meinolf Sellmann, Torsten Fahle

Ann. Oper. Res., 2003

Multicommodity Flow Approximation Used for Exact Graph Partitioning.

Meinolf Sellmann, Norbert Sensen, Larissa Timajev

Proceedings of the Algorithms, 2003

Cost-Based Filtering for Shorter Path Constraints.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2003

Approximated Consistency for Knapsack Constraints.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2003

2002

Reduction techniques in constraint programming and combinatorial optimization

Meinolf Sellmann

PhD thesis, 2002

Constraint Programming Based Column Generation for Crew Assignment.

Torsten Fahle, Ulrich Junker, Stefan E. Karisch, Niklas Kohl, Meinolf Sellmann, Bo Vaaben

J. Heuristics, 2002

Crew Assignment via Constraint Programming: Integrating Column Generation and Heuristic Tree Search.

Meinolf Sellmann, Kyriakos Zervoudakis, Panagiotis Stamatopoulos, Torsten Fahle

Ann. Oper. Res., 2002

Cost Based Filtering for the Constrained Knapsack Problem.

Torsten Fahle, Meinolf Sellmann

Ann. Oper. Res., 2002

Lagrangian Cardinality Cuts and Variable Fixing for Capacitated Network Design.

Meinolf Sellmann, Georg Kliewer, Achim Koberstein

Proceedings of the Algorithms, 2002

Heuristic Constraint Propagation.

Meinolf Sellmann, Warwick Harvey

Proceedings of the Principles and Practice of Constraint Programming, 2002

An Arc-Consistency Algorithm for the Minimum Weight All Different Constraint.

Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2002

2001

Coupling Variable Fixing Algorithms for the Automatic Recording Problem.

Meinolf Sellmann, Torsten Fahle

Proceedings of the Algorithms, 2001

Symmetry Breaking.

Torsten Fahle, Stefan Schamberger, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2001

1999

A Framework for Constraint Programming Based Column Generation.

Ulrich Junker, Stefan E. Karisch, Niklas Kohl, Bo Vaaben, Torsten Fahle, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 1999