A Paradigm-Independent and Extensible
Environment for Heuristic Optimization
Environment for Heuristic Optimization
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News About HeuristicLab Download Documentation Publications Affenzeller Beham Kofler Kommenda Kronberger Wagner Winkler Presentations Results Lectures Contact |
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| modified: December 14th, 2009 |
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Publications of Andreas Beham
2009 | |
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A. Beham, M. Kofler, S. Wagner, M. Affenzeller "Coupling Simulation with HeuristicLab to Solve Facility Layout Problems". Proceedings of the 2009 Winter Simulation Conference, Austin, TX, USA, United States of America, 2009 (Accepted) |
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A. Beham, M. Kofler, S. Wagner, M. Affenzeller "Agent-based simulation of dispatching rules in dynamic pickup and delivery problems". In Proceedings of the 2nd International Symposium on Logistics and Industrial Informatics (LINDI 2009), pp. 1-6. Linz, Austria. 2009. IEEE Publications. (link) |
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M. Kofler, A. Beham, S. Wagner, M. Affenzeller "Evaluation of Various Dispatching Strategies for the Optimization of a Real Production Plant". In Proceedings of the 2nd International Symposium on Logistics and Industrial Informatics (LINDI 2009), pp. 25-30. Linz, Austria. 2009. IEEE Publications. (link) |
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M. Affenzeller, A. Beham, S. Wagner, S. M. Winkler "About the Dynamics of Essential Genetic Information: An Empirical Analysis for Selected GA-Variants". In Proceedings of the 2009 World Summit on Genetic and Evolutionary Computation (2009 GEC Summit), pp. 787-790. Shanghai, China. Association for Computing Machinery, 2009. (link) |
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M. Affenzeller, A. Beham, M. Kofler, G. Kronberger, S. Wagner, S. Winkler "Metaheuristic Optimization". In Buchberger et al. (eds.): Hagenberg Research. Springer, Berlin; ISBN: 978-3642021268. 2009. (link) |
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M. Affenzeller, S. Winkler, S. Wagner, A. Beham "Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications". Chapman & Hall/CRC. ISBN 978-1584886297. 2009. (link) |
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A. Beham, M. Kofler, M. Affenzeller, S. Wagner "Evolutionary Selection in Simulation-based Optimization". Computer Aided Systems Theory - EUROCAST 2009. Lecture Notes in Computer Science, Vol. 5717, pp. 761-768. Springer, 2009. (link) |
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S. Wagner, G. Kronberger, A. Beham, S. Winkler, M. Affenzeller "Model Driven Rapid Prototyping of Heuristic Optimization Algorithms". Computer Aided Systems Theory - EUROCAST 2009. Lecture Notes in Computer Science, Vol. 5717, pp. 729-736. Springer, 2009. (link) |
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M. Affenzeller, S. Winkler, A. Beham, S. Wagner "On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms". Computer Aided Systems Theory - EUROCAST 2009. Lecture Notes in Computer Science, Vol. 5717, pp. 777-784. Springer, 2009. (link) |
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G. Kronberger, S. Winkler, M. Affenzeller, A. Beham, S. Wagner "On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection". Computer Aided Systems Theory - EUROCAST 2009. Lecture Notes in Computer Science, Vol. 5717, pp. 793-800. Springer, 2009. (link) |
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M. Kofler, S. Wagner, A. Beham, G. Kronberger, M. Affenzeller "Priority Rule Generation with a Genetic Algorithm to Minimize Sequence Dependent Setup Costs". Computer Aided Systems Theory - EUROCAST 2009. Lecture Notes in Computer Science, Vol. 5717, pp. 817-824. Springer, 2009. (link |
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2008 | |
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A. J. Nebro, F. Luna, E. Alba, B. Dorronsoro, J. J. Durillo, A. Beham "AbYSS: Adapting Scatter Search to Multiobjective Optimization". IEEE Transactions on Evolutionary Computation. Vol. 12(4), pp. 439-457. 2008. (link) |
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B. Can, C. Heavey, A. Beham "A Comparative Study of Genetic Algorithm Components in Simulation-Based Optimisation". Proceedings of the Winter Simulation Conference (WSC'08). Miami, FL, USA. December 2008. (pdf) |
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A. Beham, M. Affenzeller, S. Wagner, G. Kronberger "Simulation Optimization with HeuristicLab". Proceedings of the 20th European Modeling and Simulation Symposium (EMSS2008), pp. 75-80. Campora San Giovanni, Italy. September 2008. (pdf) |
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S. Wagner, G. Kronberger, A. Beham, S. Winkler, M. Affenzeller "Modeling of Heuristic Optimization Algorithms". Proceedings of the 20th European Modeling and Simulation Symposium (EMSS2008), pp.106-111. Campora San Giovanni, Italy. September 2008. |
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M. Kofler, A. Beham, M. Affenzeller, S. Wagner "Optimization of medical ultrasound transducers with simulation and genetic algorithms". Proceedings of the 20th European Modeling and Simulation Symposium (EMSS2008), pp. 100-105. Campora San Giovanni, Italy. September 2008. |
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A. Beham, S. Winkler, S. Wagner, M. Affenzeller "A Genetic Programming Approach to Solve Scheduling Problems with Parallel Simulation". Proceedings of the 22nd IEEE International Parallel & Distributed Processing Symposium (IPDPS08). Miami, FL, USA. April 2008. (pdf) |
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B. Can, C. Heavey, A. Beham "Simulation-based Evolutionary Optimisation of Buffer Allocation Problem". Proceedings of the Operational Research Society 4th Simulation Workshop (SW08). Worcestershire, England. April 2008. |
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2007 | |
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S. Winkler, M. Affenzeller, S. Wagner, G. Kronberger, A. Beham "Evolutionäres Design von virtuellen Sensoren" ("Evolutionary Design of Virtual Sensors"). Proceedings of the Industrial Symposium Mechatronics 2007 on Sensorics, pp. 166-175. Clusterland Oberösterreich, ISBN 978-3-9502270-1-7. 2007. |
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S. Wagner, S. Winkler, R. Braune, G. Kronberger, A. Beham, M. Affenzeller "Benefits of Plugin-Based Heuristic Optimization Software Systems". Computer Aided Systems Theory - EUROCAST 2007, Lecture Notes in Computer Science 4739, pp. 747-754. Springer-Verlag, 2007. |
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A. Beham "Parallel Tabu Search and the Multiobjective Capacitated Vehicle Routing Problem with Soft Time Windows". Computer Aided Systems Theory - EUROCAST 2007, Lecture Notes in Computer Science 4739, pp. 829-836. Springer-Verlag, 2007. (pdf) |
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A. Beham "Parallel Tabu Search and the Multiobjective Vehicle Routing Problem with Time Windows". In Proceedings of the 21st IEEE International Parallel & Distributed Processing Symposium (IPDPS07). Long Beach, CA, USA. March 2007. IEEE Press.. (pdf) |
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2006 | |
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A.J. Nebro, F. Luna, E. Alba, A. Beham, B. Dorronsoro "AbYSS: Adapting Scatter Search for Multiobjective Optimization". Technical Report, Dpto. de Lenguajes y CC.CC., Universidad de Málaga. 2006. (pdf) |
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2005 | |
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A.J. Nebro, F. Luna, E. Alba, A. Beham "Un Estudio de la Aplicación del Algoritmo de Búsqueda Dispersa a Optimización Multiobjetivo". Proceedings of MAEB'05, pp. 161-168. Granada, 2005. (pdf) |
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