Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems

Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems
Author :
Publisher : Springer
Total Pages : 158
Release :
ISBN-10 : 9783319721132
ISBN-13 : 3319721135
Rating : 4/5 (135 Downloads)

Book Synopsis Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems by : Son Duy Dao

Download or read book Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems written by Son Duy Dao and published by Springer. This book was released on 2017-12-27 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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