Prof. Dr.-Ing. Michael Freitag
Publikationen
Publications
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Referierte Publikationen |
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Artikel in Zeitschriften (referiert) [3] |
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| [Bra15] | Branke, J.; Hildebrandt, T.; Scholz-Reiter, B.: Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations. In: Evolutionary Computation, 2(2015)23, pp. 247-277, DOI 10.1162/EVCO_a_00131 (also project: jasimaSolutions) |
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| [Hil15a] | Hildebrandt, T.; Branke, J.: On Using Surrogates with Genetic Programming. In: Evolutionary Computation, 23(2015)3, pp. 343367, DOI 10.1162/EVCO_a_00133 (also project: jasimaSolutions) |
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| [Pic13] | Pickardt, C.; Hildebrandt, T.; Branke, J.; Heger, J.; Scholz-Reiter, B.: Evolutionary generation of dispatching rule sets for complex dynamic scheduling problems. In: International Journal of Production Economics, 145(2013)1, pp. 67-77, DOI 10.1016/j.ijpe.2012.10.016 |
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Konferenzbeiträge (referiert) [7] |
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| [Heg15] | Heger, J.; Hildebrandt, T.: Simulationsbasierte Optimierung der Reihenfolgeplanung am Beispiel eines Liniensorters in der Automobilindustrie. In: Markus Rabe; Uwe Clausen (Hrsg.): Simulation in Production and Logistics 2015. Fraunhofer Verlag, Stuttgart, 2015, S. 11-20 (auch Projekt: jasimaSolutions) |
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| [Hil14] | Hildebrandt, T.; Goswami, D.; Freitag, M.: Large-scale Simulation-based Optimization of Semiconductor Dispatching Rules. In: Buckley, S.J. (eds.): Winter Simulation Conference 2014. IEEE Press Piscataway, New Jersey, USA, 2014, pp. 2580-2590, DOI 10.1109/WSC.2014.7020102 |
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Heger, J.; Bani, H.; Scholz-Reiter, B.: Improving Production Scheduling with Machine Learning. In: Frommberger, Lutz; Schill, Kerstin; Scholz-Reiter, Bernd (eds.): Proceedings 3rd Workshop on Artificial intelligence and logistics (AILog-2012). AILog-2012 organizers), Montpellier, France, 2012, pp. 43-48
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| [Hil10a] | Hildebrandt, T.; Heger, J.; Scholz-Reiter, B.: Towards improved dispatching rules for complex shop floor scenarios: a genetic programming approach. In: GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation. ACM, New York, NY, 2010, pp. 257-264, DOI http://doi.acm.org/10.1145/1830483.1830530 |
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| [Pic10] | Pickardt, Chr.; Branke, J.; Hildebrandt, T.; Heger, J.; Scholz-Reiter, B.: Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness. In: Johansson, B.; Jain, S.; Montoya-Torres, J.; Hugan, J.; Yücesan, E. (eds.): Proceedings of the 2010 Winter Simulation Conference. IEEE, New York, USA, 2010, pp. 2504-2515, DOI 10.1109/WSC.2010.5678946 |
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| [Scho10h] | Scholz-Reiter, B.; Heger, J.; Hildebrandt, T.: Gaussian Processes for Dispatching Rule Selection in Production Scheduling. In: ICDMW 2010 The 10th IEEE International Conference on Data Mining Workshops. IEEE Computer Society's Conference Publishing Services, N.N, 2010, pp. 631-638, DOI http://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.19 |
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| [Scho09u] |
Scholz-Reiter, B.; Heger, J.; Hildebrandt, T.: Analysis And Comparison Of Dispatching Rule-Based Scheduling In Dual-Resource Constrained Shop-Floor Scenarios. In: WCECS 2009 Proceedings. Newswood Limited International Association of engineers, Hong Kong, 2009, pp. 921-927
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Beiträge zu Sammelbänden (auch in Schriftenreihen) (referiert) [2] |
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| [Heg12a] |
Heger, J.; Hildebrandt, T.; Scholz-Reiter, B.: Switching Dispatching Rules with Gaussian Processes. In: Windt; K. (Hrsg.): Robust Manufacturing Control. Springer, Heidelberg, 2012, S. 91-103
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| [Scho10e] |
Scholz-Reiter, B.; Heger, J.; Hildebrandt, T.: Analysis of Priority Rule-Based Scheduling in Dual Resource Constrained Shop-Floor Scenarios. In: Series: Lecture Notes in Electrical Engineering, Vol. 68. Springer, Dordrecht Heidelberg London New York, 2010, pp. 269-280
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Nicht-referierte Publikationen |
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Artikel in Zeitschriften (nicht referiert) [1] |
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| [Hil13] |
Hildebrandt, T.; Scholz-Reiter, B.: Optimierte Steuerung von Logistikprozessen - Simulationsbasierte Optimierung auf Basis leistungsfähiger Open Source Simulation. In: Productivity Management, 18(2013)5, S. 53-56
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Konferenzbeiträge (nicht referiert) [2] |
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| [Scho11bg] |
Scholz-Reiter, B.; Heger, J.: Automatic Error Detection in Gaussian Processes Regression Modeling for Production Scheduling. In: ADVCOMP 2011. The Fifth International Conference on Advanced Engineering Computing and Applications in Sciences, IARIA XPS Press, Copenhagen, 2011, pp. 66-71
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Scholz-Reiter, B.; Heger, J.; Hildebrandt, T.; Rippel, D.: Towards Advanced Learning in Dispatching Rule-Based Scheuling. In: Proceedings of the 2010 International Conference on Logistics and Maritime Systems. N.N, Busan, 2010, pp. 10
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Weitere Informationen
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