Produktbild: Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems

Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems

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Springer Theses

ISBN: 3319721127
ISBN 13: 9783319721125
Autor: Dao, Son Duy
Verlag: Springer Verlag GmbH
Umfang: xvii, 147 S., 6 s/w Illustr., 11 farbige Illustr., 147 p. 17 illus., 11 illus. in color.
Erscheinungsdatum: 30.01.2018
Auflage: 1/2018
Produktform: Gebunden/Hardback
Einband: Gebunden

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.

Artikelnummer: 3097171 Kategorie:

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