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Simulation-Based Multi-Objective Optimization of a Real-World Operation Scheduling Problem
University of Skövde, School of Technology and Society.ORCID iD: 0000-0003-3973-3394
University of Skövde, School of Technology and Society.
University of Skövde, School of Technology and Society.ORCID iD: 0000-0003-0111-1776
University of Skövde, School of Technology and Society.
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2006 (English)In: WSC '06 Proceedings of the 38th conference on Winter simulation, Winter Simulation Conference , 2006, 1757-1764 p.Conference paper, (Refereed)
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.

Place, publisher, year, edition, pages
Winter Simulation Conference , 2006. 1757-1764 p.
Identifiers
URN: urn:nbn:se:his:diva-1965ISBN: 1-4244-0501-7 OAI: oai:DiVA.org:his-1965DiVA: diva2:32241
Conference
WSC Winter Simulation Conference
Available from: 2008-04-16 Created: 2008-04-16 Last updated: 2015-12-21Bibliographically approved

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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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