Andreas Beham

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 46

Top Topics

Project Scheduling

Dynamic Optimization Problems

Fitness Landscape

Evolutionary Algorithm

Top Venues

GECCO (Companion)

Publications

Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller
A Novel Benchmark Environment for Dynamic Factory Crane Scheduling. ISM (2023)
Bernhard Werth, Johannes Karder, Andreas Beham, Klaus Altendorfer
Simulation-based Optimization of Material Requirements Planning Parameters. ISM (2023)
Florian Holzinger, Andreas Beham
Multi-criteria Optimization of Workflow-Based Assembly Tasks in Manufacturing. CoRR (2023)
Bernhard Werth, Johannes Karder, Andreas Beham, Erik Pitzer, Kaifeng Yang, Stefan Wagner
Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures. GECCO Companion (2023)
Florian Holzinger, Andreas Beham
Multi-criteria Optimization of Workflow-Based Assembly Tasks in Manufacturing. EUROCAST (2022)
Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller
Analysis and Handling of Dynamic Problem Changes in Open-Ended Optimization. EUROCAST (2022)
Andreas Beham, Sebastian Leitner, Johannes Karder, Bernhard Werth, Stefan Wagner
DynStack: a benchmarking framework for dynamic optimization problems in warehouse operations. GECCO Companion (2022)
Klaus Altendorfer, Andreas Schober, Johannes Karder, Andreas Beham
Service level improvement due to worker cross training with stochastic worker absence. Int. J. Prod. Res. 59 (14) (2021)
Andreas Beham, Sebastian Raggl, Johannes Karder, Bernhard Werth, Stefan Wagner
Dynamic Warehouse Environments for Crane Stacking and Scheduling. ISM (2021)
Bernhard Werth, Andreas Beham, Johannes Karder, Stefan Wagner, Michael Affenzeller
Fitness Landscape Analysis on Binary Dynamic Optimization Problems. ISM (2021)
Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller
Integrated Machine Learning in Open-Ended Crane Scheduling: Learning Movement Speeds and Service Times. ISM (2021)
Bernhard Werth, Johannes Karder, Andreas Beham, Stefan Wagner
Dynamic landscape analysis for open-ended stacking. GECCO Companion (2021)
Michael Kommenda, Johannes Karder, Andreas Beham, Bogdan Burlacu, Gabriel Kronberger, Stefan Wagner, Michael Affenzeller
Optimization Networks for Integrated Machine Learning. CoRR (2021)
Michael Kommenda, Andreas Beham, Michael Affenzeller, Gabriel Kronberger
Complexity Measures for Multi-objective Symbolic Regression. CoRR (2021)
Johannes Karder, Andreas Beham, Viktoria A. Hauder, Klaus Altendorfer, Michael Affenzeller
Simulation-based optimisation for worker cross-training. Int. J. Simul. Process. Model. 16 (3) (2021)
Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Karl F. Doerner, Michael Affenzeller
Dynamic online optimization in the context of smart manufacturing: an overview. ISM (2020)
Viktoria A. Hauder, Andreas Beham, Sebastian Raggl, Sophie N. Parragh, Michael Affenzeller
Resource-constrained multi-project scheduling with activity and time flexibility. Comput. Ind. Eng. 150 (2020)
Andreas Beham, Viktoria A. Hauder, Johannes Karder, Klaus Altendorfer
Multi-objective optimization for worker cross-training: the tri-objective case. GECCO Companion (2020)
Sebastian Raggl, Andreas Beham, Stefan Wagner, Michael Affenzeller
Solution approaches for the dynamic stacking problem. GECCO Companion (2020)
Viktoria A. Hauder, Andreas Beham, Sebastian Raggl, Sophie N. Parragh, Michael Affenzeller
On constraint programming for a new flexible project scheduling problem with resource constraints. CoRR (2019)
Andreas Beham, Sebastian Raggl, Stefan Wagner, Michael Affenzeller
Uncertainty in real-world steel stacking problems. GECCO (Companion) (2019)
Johannes Karder, Andreas Beham, Andreas Peirleitner, Klaus Altendorfer
Surrogate-Assisted Multi-Objective Parameter Optimization for Production Planning Systems. EUROCAST (1) (2019)
Sebastian Raggl, Andreas Beham, Michael Affenzeller
Investigating the Dynamic Block Relocation Problem. EUROCAST (1) (2019)
Viktoria A. Hauder, Andreas Beham, Sebastian Raggl, Michael Affenzeller
Solving a Flexible Resource-Constrained Project Scheduling Problem Under Consideration of Activity Priorities. EUROCAST (1) (2019)
Judith Fechter, Andreas Beham, Stefan Wagner, Michael Affenzeller
Approximate Q-Learning for Stacking Problems with Continuous Production and Retrieval. Appl. Artif. Intell. 33 (1) (2019)
Andreas Beham, Stefan Wagner, Michael Affenzeller
Algorithm selection on generalized quadratic assignment problem landscapes. GECCO (2018)
Sebastian Raggl, Andreas Beham, Viktoria A. Hauder, Stefan Wagner, Michael Affenzeller
Discrete real-world problems in a black-box optimization benchmark. GECCO (Companion) (2018)
Wojciech Bozejko, Andrzej Gnatowski, Teodor Nizynski, Michael Affenzeller, Andreas Beham
Local Optima Networks in Solving Algorithm Selection Problem for TSP. DepCoS-RELCOMEX (2018)
Elmar Steiner, Georg Weichhart, Andreas Beham
Information Systems for Steel Production: The Importance of Resilience. OTM Workshops (2018)
Johannes Karder, Andreas Beham, Klaus Altendorfer, Andreas J. Peirleitner
Regression Methods for surrogate Modeling of a Real production System Approximating the Influence on inventory and tardiness. WSC (2018)
Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller
Asynchronous surrogate-assisted optimization networks. GECCO (Companion) (2018)
Fabien Tricoire, Judith Scagnetti, Andreas Beham
New insights on the block relocation problem. Comput. Oper. Res. 89 (2018)
Viktoria A. Hauder, Johannes Karder, Andreas Beham, Stefan Wagner, Michael Affenzeller
A General Solution Approach for the Location Routing Problem. EUROCAST (1) (2017)
Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Michael Affenzeller
Optimization networks for real-world production and logistics problems. GECCO (Companion) (2017)
Stefan Wagner, Andreas Beham, Michael Affenzeller
Analysis and Visualization of the Impact of Different Parameter Configurations on the Behavior of Evolutionary Algorithms. EUROCAST (1) (2017)
Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller
Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms. EUROCAST (1) (2017)
Johannes Karder, Andreas Scheibenpflug, Andreas Beham, Stefan Wagner, Michael Affenzeller
Extending Sim# for simulation-based optimisation of semi-automated machinery. Int. J. Simul. Process. Model. 12 (6) (2017)
Sebastian Raggl, Andreas Beham, Stefan Wagner, Michael Affenzeller
Analysing a Hybrid Model-Based Evolutionary Algorithm for a Hard Grouping Problem. EUROCAST (1) (2017)
Johannes Karder, Andreas Beham, Stefan Wagner, Michael Affenzeller
Solving the Traveling Thief Problem Using Orchestration in Optimization Networks. EUROCAST (1) (2017)
Johannes Karder, Stefan Wagner, Andreas Beham, Michael Kommenda, Michael Affenzeller
Towards the design and implementation of optimization networks in HeuristicLab. GECCO (Companion) (2017)
Andreas Beham, Michael Affenzeller, Stefan Wagner
Instance-based algorithm selection on quadratic assignment problem landscapes. GECCO (Companion) (2017)
Michael Kommenda, Johannes Karder, Andreas Beham, Bogdan Burlacu, Gabriel Kronberger, Stefan Wagner, Michael Affenzeller
Optimization Networks for Integrated Machine Learning. EUROCAST (1) (2017)
Georg Weichhart, Biljana Roljic, Andreas Beham, Matthias Frühwirth, Robert Steringer, Ulrich Neissl, Vincent Grote, Johannes Karder, Helmut Zörrer
Enterprise Interoperability as Framework for Project Knowledge Management. OTM Workshops (2016)
Viktoria A. Hauder, Andreas Beham, Stefan Wagner
Integrated Performance Measurement for Optimization Networks in Smart Enterprises. OTM Workshops (2016)
Andreas Beham, Stefan Wagner, Michael Affenzeller
Optimization Knowledge Center: A Decision Support System for Heuristic Optimization. GECCO (Companion) (2016)
Wojciech Bozejko, Andrzej Gnatowski, Ryszard Klempous, Michael Affenzeller, Andreas Beham
Cyclic scheduling of a robotic cell. CogInfoCom (2016)
Judith Fechter, Andreas Beham, Stefan Wagner, Michael Affenzeller
Modeling a Lot-Aware Slab Stack Shuffling Problem. EUROCAST (2015)
Andreas Beham, Judith Fechter, Michael Kommenda, Stefan Wagner, Stephan M. Winkler, Michael Affenzeller
Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems. EUROCAST (2015)
Michael Kommenda, Andreas Beham, Michael Affenzeller, Gabriel Kronberger
Complexity Measures for Multi-objective Symbolic Regression. EUROCAST (2015)
Andreas Scheibenpflug, Andreas Beham, Michael Kommenda, Johannes Karder, Stefan Wagner, Michael Affenzeller
Simplifying Problem Definitions in the HeuristicLab Optimization Environment. GECCO (Companion) (2015)
Andreas Beham, Johannes Karder, Gabriel Kronberger, Stefan Wagner, Michael Kommenda, Andreas Scheibenpflug
Scripting and framework integration in heuristic optimization environments. GECCO (Companion) (2014)
Stephan Hutterer, Andreas Beham, Michael Affenzeller, Franz Auinger, Stefan Wagner
Software-Enabled Investigation in Metaheuristic Power Grid Optimization. IEEE Trans. Ind. Informatics 10 (1) (2014)
Monika Kofler, Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller
Yard Storage Assignment Optimisation with Neutral Walks. EUROCAST (1) (2013)
Stefan Vonolfen, Michael Affenzeller, Andreas Beham, Efrem Lengauer, Stefan Wagner
Simulation-based evolution of resupply and routing policies in rich vendor-managed inventory scenarios. Central Eur. J. Oper. Res. 21 (2) (2013)
Stefan Vonolfen, Andreas Beham, Michael Kommenda, Michael Affenzeller
Structural Synthesis of Dispatching Rules for Dynamic Dial-a-Ride Problems. EUROCAST (1) (2013)
Erik Pitzer, Andreas Beham, Michael Affenzeller
Automatic Algorithm Selection for the Quadratic Assignment Problem Using Fitness Landscape Analysis. EvoCOP (2013)
Andreas Beham, Erik Pitzer, Michael Affenzeller
Fitness Landscape Based Parameter Estimation for Robust Taboo Search. EUROCAST (1) (2013)
Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection. CoRR (2013)
Stefan Vonolfen, Monika Kofler, Andreas Beham, Michael Affenzeller, Werner Achleitner
Optimizing assembly line supply by integrating warehouse picking and forklift routing using simulation. WSC (2012)
Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller, Klaus Altendorfer, Thomas Felberbauer, Martin Bäck
Integration of flexible interfaces in optimization software frameworks for simulation-based optimization. GECCO (Companion) (2012)
Stefan Vonolfen, Monika Kofler, Andreas Beham, Michael Affenzeller, Werner Achleitner
Optimizing assembly line supply by integrating warehouse picking and forklift routing using simulation. WSC (2012)
Stefan Vonolfen, Monika Kofler, Andreas Beham, Michael Affenzeller, Werner Achleitner
Optimizing assembly line supply by integrating warehouse picking and forklift routing using simulation. WSC (2012)
Erik Pitzer, Andreas Beham, Michael Affenzeller
Generic hardness estimation using fitness and parameter landscapes applied to robust taboo search and the quadratic assignment problem. GECCO (Companion) (2012)
Gabriel Kronberger, Stefan Wagner, Michael Kommenda, Andreas Beham, Andreas Scheibenpflug, Michael Affenzeller
Knowledge Discovery through Symbolic Regression with HeuristicLab. ECML/PKDD (2) (2012)
Erik Pitzer, Michael Affenzeller, Andreas Beham, Stefan Wagner
Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab. EUROCAST (1) (2011)
Stefan Vonolfen, Andreas Beham, Michael Affenzeller, Stefan Wagner, Andreas Mayr
Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem. EUROCAST (1) (2011)
Monika Kofler, Stefan Wagner, Andreas Beham, Gabriel Kronberger, Michael Affenzeller
Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs. EUROCAST (2009)
Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection. EUROCAST (2009)
Andreas Beham, Monika Kofler, Michael Affenzeller, Stefan Wagner
Evolutionary Selection in Simulation-Based Optimization. EUROCAST (2009)
Stefan Wagner, Gabriel Kronberger, Andreas Beham, Stephan M. Winkler, Michael Affenzeller
Model Driven Rapid Prototyping of Heuristic Optimization Algorithms. EUROCAST (2009)
Michael Affenzeller, Andreas Beham, Stefan Wagner, Stephan M. Winkler
About the dynamics of essential genetic information: an empirical analysis for selected GA-variants. GEC Summit (2009)
Andreas Beham, Monika Kofler, Stefan Wagner, Michael Affenzeller
Coupling Simulation with HeuristicLab to Solve Facility Layout Problems. WSC (2009)
Michael Affenzeller, Stephan M. Winkler, Andreas Beham, Stefan Wagner
On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms. EUROCAST (2009)
Birkan Can, Andreas Beham, Cathal Heavey
A comparative study of genetic algorithm components in simulation-based optimisation. WSC (2008)
Antonio J. Nebro, Francisco Luna, Enrique Alba, Bernabé Dorronsoro, Juan José Durillo, Andreas Beham
AbYSS: Adapting Scatter Search to Multiobjective Optimization. IEEE Trans. Evol. Comput. 12 (4) (2008)
Andreas Beham, Stephan M. Winkler, Stefan Wagner, Michael Affenzeller
A genetic programming approach to solve scheduling problems with parallel simulation. IPDPS (2008)
Andreas Beham
Parallel Tabu Search and the Multiobjective Vehicle Routing Problem with Time Windows. IPDPS (2007)
Stefan Wagner, Stephan M. Winkler, Erik Pitzer, Gabriel Kronberger, Andreas Beham, Roland Braune, Michael Affenzeller
Benefits of Plugin-Based Heuristic Optimization Software Systems. EUROCAST (2007)
Andreas Beham
Parallel Tabu Search and the Multiobjective Capacitated Vehicle Routing Problem with Soft Time Windows. EUROCAST (2007)