Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems

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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.

Book details

Series:
Springer Theses
Author:
Son Duy Dao
ISBN:
9783319721132
Related ISBNs:
9783319721125
Publisher:
Springer International Publishing
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2018-10-15
Usage restrictions:
Copyright
Copyright date:
2018
Copyright by:
Springer International Publishing AG 
Adult content:
No
Language:
English
Categories:
Business and Finance, Computers and Internet, Nonfiction, Technology