Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems
G. Zülch, P. Steininger, T.G. Gamber, M. Leupold, in: M.D. Rossetti, R.R. Hill, B. Johansson, A. Dunkin, R.G. Ingalls (Eds.), Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, 2009, pp. 2238–2249.
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| Englisch
Autor*in
Herausgeber*in
Rossetti, M.D.;
Hill, R.R.;
Johansson, B.;
Dunkin, A.;
Ingalls, R.G.
Abstract
Production scheduling has attracted the interest of production economics communities for decades,
but there is still a gap between academic research, real -world problems, operations research and simulation. Genetic Algorithms (GA) represent a technique that has already been applied to a variety of combinatorial problems.
Simulation can be used to find a solution to problems through repetitive simulation runs or to prove a solution
computed by an optimization algorithm. We will explain the application of two special GAs for job -shop and resource-
constrained project scheduling problems trying to bridge the gap between problem solving by algorithm
and by simulation. Possible goals for scheduling problems are to minimize the makespan of a production program or to increase the due -date reliability of jobs or possibly any goal which can be described in a mathematical expression. The approach focuses on integrating a GA into a commercial software product and verifying the results with simulation.
Erscheinungsjahr
Titel des Konferenzbandes
Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives
Seite
2238-2249
Konferenz
2009 Winter Simulation Conference; Energy Alternatives
Konferenzort
New York
Konferenzdatum
2009-12-13 – 2009-12-16
ISBN
ELSA-ID
Zitieren
Zülch G, Steininger P, Gamber TG, Leupold M. Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In: Rossetti MD, Hill RR, Johansson B, Dunkin A, Ingalls RG, eds. Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives. ; 2009:2238-2249.
Zülch, G., Steininger, P., Gamber, T. G., & Leupold, M. (2009). Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, & R. G. Ingalls (Eds.), Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives (pp. 2238–2249). New York.
Zülch G et al. (2009) Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In Rossetti MD et al. (eds), Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives. pp. 2238–2249.
Zülch, Gert, Peter Steininger, Thilo Gerhard Gamber, and Miachael Leupold. “Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems.” In Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, edited by M.D. Rossetti, R.R. Hill, B. Johansson, A. Dunkin, and R.G. Ingalls, 2238–49, 2009.
Zülch, Gert, Peter Steininger, Thilo Gerhard Gamber und Miachael Leupold. 2009. Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In: Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, hg. von M.D. Rossetti, R.R. Hill, B. Johansson, A. Dunkin, und R.G. Ingalls, 2238–2249.
Zülch, Gert ; Steininger, Peter ; Gamber, Thilo Gerhard ; Leupold, Miachael: Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In: Rossetti, M. D. ; Hill, R. R. ; Johansson, B. ; Dunkin, A. ; Ingalls, R. G. (Hrsg.): Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, 2009, S. 2238–2249
G. Zülch, P. Steininger, T.G. Gamber, M. Leupold, Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems, in: M.D. Rossetti, R.R. Hill, B. Johansson, A. Dunkin, R.G. Ingalls (Eds.), Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, 2009: pp. 2238–2249.
G. Zülch, P. Steininger, T. G. Gamber, and M. Leupold, “Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems,” in Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, New York, 2009, pp. 2238–2249.
Zülch, Gert, et al. “Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems.” Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, edited by M.D. Rossetti et al., 2009, pp. 2238–49.
Zülch, Gert et. al. (2009): Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems, in: M.D. Rossetti et. al. (Hgg.): Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives, S. 2238–2249.
Zülch G, Steininger P, Gamber TG, Leupold M. Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In: Rossetti MD, Hill RR, Johansson B, Dunkin A, Ingalls RG, editors. Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives. 2009. p. 2238–49.
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