{"user_id":"74004","_id":"469","conference":{"name":"2009 Winter Simulation Conference; Energy Alternatives","location":"New York","start_date":"2009-12-13","end_date":"2009-12-16"},"date_updated":"2023-03-15T13:49:55Z","publication_status":"published","title":"Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems","publication_identifier":{"isbn":["9781424457700"]},"abstract":[{"text":"Production  scheduling  has attracted  the  interest  of  production  economics  communities  for  decades,  \r\nbut 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. \r\nSimulation can be used to find a solution to problems through repetitive simulation runs or to prove a solution \r\ncomputed by an optimization algorithm. We will explain the  application of two special GAs for job -shop and resource-\r\nconstrained  project scheduling  problems trying  to bridge the gap between problem  solving  by  algorithm  \r\nand 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.","lang":"eng"}],"year":2009,"status":"public","page":"2238-2249","language":[{"iso":"eng"}],"author":[{"first_name":"Gert","last_name":"Zülch","full_name":"Zülch, Gert"},{"last_name":"Steininger","full_name":"Steininger, Peter","first_name":"Peter"},{"id":"71451","first_name":"Thilo Gerhard","last_name":"Gamber","full_name":"Gamber, Thilo Gerhard"},{"last_name":"Leupold","full_name":"Leupold, Miachael","first_name":"Miachael"}],"publication":"Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives","extern":"1","editor":[{"first_name":"M.D.","last_name":"Rossetti","full_name":"Rossetti, M.D."},{"last_name":"Hill","full_name":"Hill, R.R.","first_name":"R.R."},{"first_name":"B.","full_name":"Johansson, B.","last_name":"Johansson"},{"last_name":"Dunkin","full_name":"Dunkin, A.","first_name":"A."},{"first_name":"R.G.","full_name":"Ingalls, R.G.","last_name":"Ingalls"}],"date_created":"2019-01-23T15:15:56Z","type":"conference","citation":{"chicago-de":"Zülch, Gert, Peter Steininger, Thilo Gerhard Gamber und Miachael Leupold. 2009. Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In: <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>, hg. von M.D. Rossetti, R.R. Hill, B. Johansson, A. Dunkin, und R.G. Ingalls, 2238–2249.","ufg":"<b>Zülch, Gert et. al. (2009)</b>: Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems, in: M.D. Rossetti et. al. (Hgg.): <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>, S. 2238–2249.","short":"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.","mla":"Zülch, Gert, et al. “Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems.” <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>, edited by M.D. Rossetti et al., 2009, pp. 2238–49.","chicago":"Zülch, Gert, Peter Steininger, Thilo Gerhard Gamber, and Miachael Leupold. “Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems.” In <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>, edited by M.D. Rossetti, R.R. Hill, B. Johansson, A. Dunkin, and R.G. Ingalls, 2238–49, 2009.","havard":"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.","van":"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.","bjps":"<b>Zülch G <i>et al.</i></b> (2009) Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In Rossetti MD et al. (eds), <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>. pp. 2238–2249.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Zülch, Gert</span> ; <span style=\"font-variant:small-caps;\">Steininger, Peter</span> ; <span style=\"font-variant:small-caps;\">Gamber, Thilo Gerhard</span> ; <span style=\"font-variant:small-caps;\">Leupold, Miachael</span>: Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems. In: <span style=\"font-variant:small-caps;\">Rossetti, M. D.</span> ; <span style=\"font-variant:small-caps;\">Hill, R. R.</span> ; <span style=\"font-variant:small-caps;\">Johansson, B.</span> ; <span style=\"font-variant:small-caps;\">Dunkin, A.</span> ; <span style=\"font-variant:small-caps;\">Ingalls, R. G.</span> (Hrsg.): <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>, 2009, S. 2238–2249","apa":"Zülch, G., Steininger, P., Gamber, T. G., &#38; 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, &#38; R. G. Ingalls (Eds.), <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i> (pp. 2238–2249). New York.","ama":"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. <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>. ; 2009:2238-2249.","ieee":"G. Zülch, P. Steininger, T. G. Gamber, and M. Leupold, “Generating, Benchmarking and Simulating Production Schedules – From Formalisation to Real Problems,” in <i>Proceedings of the 2009 Winter Simulation Conference; Energy Alternatives</i>, New York, 2009, pp. 2238–2249."},"main_file_link":[{"open_access":"1","url":"https://www.informs-sim.org/wsc09papers/216.pdf"}],"oa":"1","related_material":{"link":[{"url":"https://www.informs-sim.org/wsc09papers/216.pdf","relation":"contains"}]}}