Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems (Springer Theses) - Hardcover

Book 394 of 797: Springer Theses

Dao, Son Duy

 
9783319721125: Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems (Springer Theses)
Hardcover
ISBN 10: 3319721127 ISBN 13: 9783319721125
Publisher: Springer, 2018

Synopsis

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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From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2018
Language
English
ISBN 10 
3319721127
ISBN 13 
9783319721125
Binding
Hardcover
Edition number
1
Number of pages
164

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9783319891415: Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems (Springer Theses)

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ISBN 10:  3319891413 ISBN 13:  9783319891415
Publisher: Springer, 2019
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