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Simulation-Based Multi-Objective Optimization of a Real-World Operation Scheduling Problem
Högskolan i Skövde, Institutionen för teknik och samhälle.ORCID-id: 0000-0003-3973-3394
Högskolan i Skövde, Institutionen för teknik och samhälle.
Högskolan i Skövde, Institutionen för teknik och samhälle.ORCID-id: 0000-0003-0111-1776
Högskolan i Skövde, Institutionen för teknik och samhälle.
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2006 (engelsk)Inngår i: WSC '06 Proceedings of the 38th conference on Winter simulation, Winter Simulation Conference , 2006, s. 1757-1764Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

This paper presents a successful application of simulation-based multi-objective optimization of a complex real-world scheduling problem. Concepts of the implemented simulation-based optimization architecture are described, as well as how different components of the architecture are implemented. Multiple objectives are handled in the optimization process by considering the decision makers' preferences using both prior and posterior articulations. The efficiency of the optimization process is enhanced by performing culling of solutions before using the simulation model, avoiding unpromising solutions to be unnecessarily processed by the computationally expensive simulation.

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Winter Simulation Conference , 2006. s. 1757-1764
Identifikatorer
URN: urn:nbn:se:his:diva-1965ISBN: 1-4244-0501-7 OAI: oai:DiVA.org:his-1965DiVA, id: diva2:32241
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WSC Winter Simulation Conference
Tilgjengelig fra: 2008-04-16 Laget: 2008-04-16 Sist oppdatert: 2017-11-27bibliografisk kontrollert

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http://delivery.acm.org/10.1145/1220000/1218431/p1757-persson.pdf?key1=1218431&key2=0275438021&coll=GUIDE&dl=GUIDE&CFID=64068334&CFTOKEN=81857113

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Persson, AnnaGrimm, HenrikNg, AmosLezama, Thomas

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Totalt: 1071 treff
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