Andreas Beham

According to our database, Andreas Beham authored at least 77 papers between 2007 and 2023.

Collaborative distances:

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

2023

Simulation-based Optimization of Material Requirements Planning Parameters.

Bernhard Werth, Johannes Karder, Andreas Beham, Klaus Altendorfer

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

A Novel Benchmark Environment for Dynamic Factory Crane Scheduling.

Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures.

Bernhard Werth, Johannes Karder, Andreas Beham, Erik Pitzer, Kaifeng Yang, Stefan Wagner

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

DynStack: a benchmarking framework for dynamic optimization problems in warehouse operations.

Andreas Beham, Sebastian Leitner, Johannes Karder, Bernhard Werth, Stefan Wagner

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Analysis and Handling of Dynamic Problem Changes in Open-Ended Optimization.

Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

Multi-criteria Optimization of Workflow-Based Assembly Tasks in Manufacturing.

Florian Holzinger, Andreas Beham

Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2021

Simulation-based optimisation for worker cross-training.

Johannes Karder, Andreas Beham, Viktoria A. Hauder, Klaus Altendorfer, Michael Affenzeller

Int. J. Simul. Process. Model., 2021

Service level improvement due to worker cross training with stochastic worker absence.

Klaus Altendorfer, Andreas Schober, Johannes Karder, Andreas Beham

Int. J. Prod. Res., 2021

Fitness Landscape Analysis on Binary Dynamic Optimization Problems.

Bernhard Werth, Andreas Beham, Johannes Karder, Stefan Wagner, Michael Affenzeller

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Integrated Machine Learning in Open-Ended Crane Scheduling: Learning Movement Speeds and Service Times.

Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Dynamic Warehouse Environments for Crane Stacking and Scheduling.

Andreas Beham, Sebastian Raggl, Johannes Karder, Bernhard Werth, Stefan Wagner

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Dynamic landscape analysis for open-ended stacking.

Bernhard Werth, Johannes Karder, Andreas Beham, Stefan Wagner

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Resource-constrained multi-project scheduling with activity and time flexibility.

Viktoria A. Hauder, Andreas Beham, Sebastian Raggl, Sophie N. Parragh, Michael Affenzeller

Comput. Ind. Eng., 2020

Dynamic online optimization in the context of smart manufacturing: an overview.

Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Karl F. Doerner, Michael Affenzeller

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Solution approaches for the dynamic stacking problem.

Sebastian Raggl, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Multi-objective optimization for worker cross-training: the tri-objective case.

Andreas Beham, Viktoria A. Hauder, Johannes Karder, Klaus Altendorfer

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

On constraint programming for a new flexible project scheduling problem with resource constraints.

Viktoria A. Hauder, Andreas Beham, Sebastian Raggl, Sophie N. Parragh, Michael Affenzeller

CoRR, 2019

Approximate Q-Learning for Stacking Problems with Continuous Production and Retrieval.

Judith Fechter, Andreas Beham, Stefan Wagner, Michael Affenzeller

Appl. Artif. Intell., 2019

Uncertainty in real-world steel stacking problems.

Andreas Beham, Sebastian Raggl, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Investigating the Dynamic Block Relocation Problem.

Sebastian Raggl, Andreas Beham, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

Surrogate-Assisted Multi-Objective Parameter Optimization for Production Planning Systems.

Johannes Karder, Andreas Beham, Andreas J. Peirleitner, Klaus Altendorfer

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

Solving a Flexible Resource-Constrained Project Scheduling Problem Under Consideration of Activity Priorities.

Viktoria A. Hauder, Andreas Beham, Sebastian Raggl, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

2018

New insights on the block relocation problem.

Fabien Tricoire, Judith Scagnetti, Andreas Beham

Comput. Oper. Res., 2018

Regression Methods for surrogate Modeling of a Real production System Approximating the Influence on inventory and tardiness.

Johannes Karder, Andreas Beham, Klaus Altendorfer, Andreas Josef Peirleitner

Proceedings of the 2018 Winter Simulation Conference, 2018

Information Systems for Steel Production: The Importance of Resilience.

Elmar Steiner, Georg Weichhart, Andreas Beham

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2018 Workshops, 2018

Discrete real-world problems in a black-box optimization benchmark.

Sebastian Raggl, Andreas Beham, Viktoria A. Hauder, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Asynchronous surrogate-assisted optimization networks.

Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Algorithm selection on generalized quadratic assignment problem landscapes.

Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Local Optima Networks in Solving Algorithm Selection Problem for TSP.

Wojciech Bozejko, Andrzej Gnatowski, Teodor Nizynski, Michael Affenzeller, Andreas Beham

Proceedings of the Contemporary Complex Systems and Their Dependability, 2018

2017

Extending Sim# for simulation-based optimisation of semi-automated machinery.

Johannes Karder, Andreas Scheibenpflug, Andreas Beham, Stefan Wagner, Michael Affenzeller

Int. J. Simul. Process. Model., 2017

Towards the design and implementation of optimization networks in HeuristicLab.

Johannes Karder, Stefan Wagner, Andreas Beham, Michael Kommenda, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Optimization networks for real-world production and logistics problems.

Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Instance-based algorithm selection on quadratic assignment problem landscapes.

Andreas Beham, Michael Affenzeller, Stefan Wagner

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Analysing a Hybrid Model-Based Evolutionary Algorithm for a Hard Grouping Problem.

Sebastian Raggl, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

Optimization Networks for Integrated Machine Learning.

Michael Kommenda, Johannes Karder, Andreas Beham, Bogdan Burlacu, Gabriel Kronberger, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

Solving the Traveling Thief Problem Using Orchestration in Optimization Networks.

Johannes Karder, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

A General Solution Approach for the Location Routing Problem.

Viktoria A. Hauder, Johannes Karder, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms.

Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

Analysis and Visualization of the Impact of Different Parameter Configurations on the Behavior of Evolutionary Algorithms.

Stefan Wagner, Andreas Beham, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016

Enterprise Interoperability as Framework for Project Knowledge Management.

Georg Weichhart, Biljana Roljic, Andreas Beham, Matthias Frühwirth, Robert Steringer, Ulrich Neissl, Vincent Grote, Johannes Karder, Helmut Zörrer

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Workshops, 2016

Integrated Performance Measurement for Optimization Networks in Smart Enterprises.

Viktoria A. Hauder, Andreas Beham, Stefan Wagner

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Workshops, 2016

Optimization Knowledge Center: A Decision Support System for Heuristic Optimization.

Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Cyclic scheduling of a robotic cell.

Wojciech Bozejko, Andrzej Gnatowski, Ryszard Klempous, Michael Affenzeller, Andreas Beham

Proceedings of the 7th IEEE International Conference on Cognitive Infocommunications, 2016

2015

Robust Storage Assignment in Warehouses with Correlated Demand.

Monika Kofler, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Computational Intelligence and Efficiency in Engineering Systems, 2015

Simplifying Problem Definitions in the HeuristicLab Optimization Environment.

Andreas Scheibenpflug, Andreas Beham, Michael Kommenda, Johannes Karder, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Complexity Measures for Multi-objective Symbolic Regression.

Michael Kommenda, Andreas Beham, Michael Affenzeller, Gabriel Kronberger

Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

Modeling a Lot-Aware Slab Stack Shuffling Problem.

Judith Fechter, Andreas Beham, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems.

Andreas Beham, Judith Fechter, Michael Kommenda, Stefan Wagner, Stephan M. Winkler, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

2014

Software-Enabled Investigation in Metaheuristic Power Grid Optimization.

Stephan Hutterer, Andreas Beham, Michael Affenzeller, Franz Auinger, Stefan Wagner

IEEE Trans. Ind. Informatics, 2014

Scripting and framework integration in heuristic optimization environments.

Andreas Beham, Johannes Karder, Gabriel Kronberger, Stefan Wagner, Michael Kommenda, Andreas Scheibenpflug

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Simulation-based evolution of resupply and routing policies in rich vendor-managed inventory scenarios.

Stefan Vonolfen, Michael Affenzeller, Andreas Beham, Efrem Lengauer, Stefan Wagner

Central Eur. J. Oper. Res., 2013

Automatic Algorithm Selection for the Quadratic Assignment Problem Using Fitness Landscape Analysis.

Erik Pitzer, Andreas Beham, Michael Affenzeller

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2013

Structural Synthesis of Dispatching Rules for Dynamic Dial-a-Ride Problems.

Stefan Vonolfen, Andreas Beham, Michael Kommenda, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

Yard Storage Assignment Optimisation with Neutral Walks.

Monika Kofler, Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

Fitness Landscape Based Parameter Estimation for Robust Taboo Search.

Andreas Beham, Erik Pitzer, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

2012

Analysis of Allele Distribution Dynamics in Different Genetic Algorithms.

Michael Affenzeller, Stefan Wagner, Stephan M. Winkler, Andreas Beham

Proceedings of the Recent Advances in Intelligent Engineering Systems, 2012

Optimizing assembly line supply by integrating warehouse picking and forklift routing using simulation.

Stefan Vonolfen, Monika Kofler, Andreas Beham, Michael Affenzeller, Werner Achleitner

Proceedings of the Winter Simulation Conference, 2012

Knowledge Discovery through Symbolic Regression with HeuristicLab.

Gabriel Kronberger, Stefan Wagner, Michael Kommenda, Andreas Beham, Andreas Scheibenpflug, Michael Affenzeller

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Generic hardness estimation using fitness and parameter landscapes applied to robust taboo search and the quadratic assignment problem.

Erik Pitzer, Andreas Beham, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Integration of flexible interfaces in optimization software frameworks for simulation-based optimization.

Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller, Klaus Altendorfer, Thomas Felberbauer, Martin Bäck

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem.

Stefan Vonolfen, Andreas Beham, Michael Affenzeller, Stefan Wagner, Andreas Mayr

Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab.

Erik Pitzer, Michael Affenzeller, Andreas Beham, Stefan Wagner

Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

2009

Coupling Simulation with HeuristicLab to Solve Facility Layout Problems.

Andreas Beham, Monika Kofler, Stefan Wagner, Michael Affenzeller

Proceedings of the 2009 Winter Simulation Conference, 2009

About the dynamics of essential genetic information: an empirical analysis for selected GA-variants.

Michael Affenzeller, Andreas Beham, Stefan Wagner, Stephan M. Winkler

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Model Driven Rapid Prototyping of Heuristic Optimization Algorithms.

Stefan Wagner, Gabriel Kronberger, Andreas Beham, Stephan M. Winkler, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory, 2009

On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection.

Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner

Proceedings of the Computer Aided Systems Theory, 2009

Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs.

Monika Kofler, Stefan Wagner, Andreas Beham, Gabriel Kronberger, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory, 2009

Evolutionary Selection in Simulation-Based Optimization.

Andreas Beham, Monika Kofler, Michael Affenzeller, Stefan Wagner

Proceedings of the Computer Aided Systems Theory, 2009

On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms.

Michael Affenzeller, Stephan M. Winkler, Andreas Beham, Stefan Wagner

Proceedings of the Computer Aided Systems Theory, 2009

Metaheuristic Optimization.

Michael Affenzeller, Andreas Beham, Monika Kofler, Gabriel Kronberger, Stefan A. Wagner, Stephan M. Winkler

Proceedings of the Hagenberg Research, 2009

Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications.

Michael Affenzeller, Stephan M. Winkler, Stefan Wagner, Andreas Beham

CRC Press, ISBN: 978-1-58488-629-7, 2009

2008

AbYSS: Adapting Scatter Search to Multiobjective Optimization.

Antonio J. Nebro, Francisco Luna, Enrique Alba, Bernabé Dorronsoro, Juan José Durillo, Andreas Beham

IEEE Trans. Evol. Comput., 2008

A comparative study of genetic algorithm components in simulation-based optimisation.

Birkan Can, Andreas Beham, Cathal Heavey

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

A genetic programming approach to solve scheduling problems with parallel simulation.

Andreas Beham, Stephan M. Winkler, Stefan Wagner, Michael Affenzeller

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007

Parallel Tabu Search and the Multiobjective Vehicle Routing Problem with Time Windows.

Andreas Beham

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Benefits of Plugin-Based Heuristic Optimization Software Systems.

Stefan Wagner, Stephan M. Winkler, Erik Pitzer, Gabriel Kronberger, Andreas Beham, Roland Braune, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory, 2007

Parallel Tabu Search and the Multiobjective Capacitated Vehicle Routing Problem with Soft Time Windows.

Andreas Beham

Proceedings of the Computer Aided Systems Theory, 2007