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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Genetic Algorithm With Simulation For Scheduling Of A Flow Shop With
Simultaneously Loaded Stations |
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Authors: |
Frank Herrmann |
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Published in:
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(2014).ECMS 2014 Proceedings edited
by: Flaminio Squazzoni,
Fabio Baronio, Claudia Archetti,
Marco Castellani European Council for
Modeling and Simulation. doi:10.7148/2014 ISBN:
978-0-9564944-8-1 28th
European Conference on Modelling and Simulation, Brescia,
Italy, May 27th – 30th,
2014 |
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Citation
format: |
Frank
Herrmann (2014).
Genetic Algorithm With Simulation For
Scheduling Of A Flow Shop With Simultaneously Loaded Stations, ECMS 2014
Proceedings edited by: Flaminio Squazzoni,
Fabio Baronio, Claudia Archetti,
Marco Castellani European Council for Modeling and Simulation. doi:10.7148/2014-0657 |
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DOI: |
http://dx.doi.org/10.7148/2014-0657 |
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Abstract: |
In this study, a real world
flow shop with a transportation restriction is regarded. This restriction reduces
the set of feasible schedules even more than the no-buffer restrictions
discussed in the literature in the case of limited storage. Still this
problem is NP-hard. Since this scheduling problem is integrated in the usual hierarchical
planning, the tardiness is minimised. Compared to
even specific priority rule for this class of problems the suggested genetic
algorithm delivers significant better results. The specific structure of this
class of problems complicates the calculation of the performance criteria. This is solved by a simulation algorithm. |
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