Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems / by Son Duy Dao

Von:

Duy Dao, Son [aut]

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Springer Theses, Recognizing Outstanding Ph.D. Research | SpringerLink Bücher | Springer eBook Collection EngineeringVerlag: Cham : Springer, 2018Beschreibung: Online-Ressource (XVII, 147 p. 17 illus., 11 illus. in color, online resource)ISBN:

9783319721132

Schlagwörter:

Andere physische Formen: 9783319721125 | Erscheint auch als: 978-3-319-72112-5 Druck-Ausgabe | Printed edition: 9783319721125 DDC-Klassifikation:

658.5

LOC-Klassifikation:

TA177.4-185

DOI: DOI: 10.1007/978-3-319-72113-2Online-Ressourcen:

Zusammenfassung: 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 studyPPN: PPN: 1658623193Package identifier: Produktsigel: ZDB-2-ENG | ZDB-2-SEB | ZDB-2-SXE

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