Modelling and intelligent optimisation of production scheduling in VCIM systems / Son Duy Dao.
2018
TS157.5
Linked e-resources
Linked Resource
Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks
Details
Title
Modelling and intelligent optimisation of production scheduling in VCIM systems / Son Duy Dao.
Author
ISBN
9783319721132 (electronic book)
3319721135 (electronic book)
9783319721125
3319721127
3319721135 (electronic book)
9783319721125
3319721127
Published
Cham, Switzerland : Springer, [2018]
Copyright
©2018
Language
English
Description
1 online resource.
Item Number
10.1007/978-3-319-72113-2 doi
Call Number
TS157.5
Dewey Decimal Classification
658.53
Summary
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.
Note
"Doctoral thesis accepted by University of South Australia, Adelaide, Australia."
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (viewed January 11, 2018).
Series
Springer theses.
Available in Other Form
Linked Resources
Record Appears in