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Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems
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(Buch) |
Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 2 Artikel!
Lieferstatus: |
i.d.R. innert 7-14 Tagen versandfertig |
Veröffentlichung: |
Juni 2019
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Genre: |
Naturwissensch., Medizin, Technik |
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Artificial Intelligence /
B /
Business logistics /
Computational Intelligence /
Distribution & logistics management /
engineering /
Engineering economics /
Engineering Economics, Organization, Logistics, Marketing /
Engineering economy /
Industrial Management /
Logistics /
Machines, Tools, Processes /
Management of specific areas /
Manufactures /
Manufacturing, Machines, Tools, Processes /
Operations Management /
Production engineering |
ISBN: |
9783319891415 |
EAN-Code:
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9783319891415 |
Verlag: |
Springer International Publishing |
Einband: |
Kartoniert |
Sprache: |
English
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Serie: |
Springer Theses |
Dimensionen: |
H 235 mm / B 155 mm / D 10 mm |
Gewicht: |
265 gr |
Seiten: |
168 |
Zus. Info: |
Paperback |
Bewertung: |
Titel bewerten / Meinung schreiben
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Inhalt: |
This thesis reports on an innovative production-scheduling model for virtual computer-integrated manufacturing (VCIM) systems. It also describes a robust genetic algorithm for production scheduling in VCIM systems. The model, which is the most comprehensive of its kind to date, is not only capable of supporting collaborative shipment scheduling and handling multiple product orders simultaneously, but also helps cope with multiple objective functions under uncertainties. In turn, the genetic algorithm, characterised by an innovative algorithm structure, chromosome encoding, crossover and mutation, is capable of searching for optimal/suboptimal solutions to the complex optimisation problem in the VCIM production- scheduling model described. Lastly, the effectiveness of the proposed approach is verified in a comprehensive case study.
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