Artikel
Optimisation of assembly scheduling in VCIM systems using genetic algorithm
Assembly plays an important role in any production system as it constitutes a significant portion of the lead time and cost of a product. Virtual computer-integrated manufacturing (VCIM) system is a modern production system being conceptually developed to extend the application of traditional computer-integrated manufacturing (CIM) system to global level. Assembly scheduling in VCIM systems is quite different from one in traditional production systems because of the difference in the working principles of the two systems. In this article, the assembly scheduling problem in VCIM systems is modeled and then an integrated approach based on genetic algorithm (GA) is proposed to search for a global optimised solution to the problem. Because of dynamic nature of the scheduling problem, a novel GA with unique chromosome representation and modified genetic operations is developed herein. Robustness of the proposed approach is verified by a numerical example.
- Language
-
Englisch
- Bibliographic citation
-
Journal: Journal of Industrial Engineering International ; ISSN: 2251-712X ; Volume: 13 ; Year: 2017 ; Issue: 2 ; Pages: 275-296 ; Heidelberg: Springer
- Classification
-
Management
- Subject
-
Optimisation
Assembly scheduling
Hard precedence constraint
Virtual computer-integrated manufacturing
- Event
-
Geistige Schöpfung
- (who)
-
Dao, Son Duy
Abhary, Kazem
Marian, Romeo
- Event
-
Veröffentlichung
- (who)
-
Springer
- (where)
-
Heidelberg
- (when)
-
2017
- DOI
-
doi:10.1007/s40092-017-0183-0
- Handle
- Last update
-
10.03.2025, 11:42 AM CET
Data provider
This object is provided by:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Artikel
Associated
- Dao, Son Duy
- Abhary, Kazem
- Marian, Romeo
- Springer
Time of origin
- 2017
Other Objects (12)
Project scheduling with multiple modes: A genetic algorithm
A comparative genetic algorithm for resource-constraint project scheduling
A genetic algorithm for multi-level, multi-machine lot sizing and scheduling
Time and space multi-manned assembly line balancing problem using genetic algorithm
Optimisation of shock absorber process parameters using failure mode and effect analysis and genetic algorithm
Pre-emptive resource-constrained multimode project scheduling using genetic algorithm: A dynamic forward approach
Role of batch size in scheduling optimization of flexible manufacturing system using genetic algorithm
An improved genetic algorithm for multidimensional optimization of precedence-constrained production planning and scheduling
Design and tuning of an evolutionary multiobjective optimisation algorithm
An Algorithm of compromise structural Optimisation of Bar Structures
Optimisation of the SiFi-CC Compton camera for range verification in proton therapy through a genetic algorithm
The threshold waving algorithm for job shop scheduling
Project scheduling with multiple modes: A genetic algorithm
A comparative genetic algorithm for resource-constraint project scheduling
A genetic algorithm for multi-level, multi-machine lot sizing and scheduling
Time and space multi-manned assembly line balancing problem using genetic algorithm
Optimisation of shock absorber process parameters using failure mode and effect analysis and genetic algorithm
Pre-emptive resource-constrained multimode project scheduling using genetic algorithm: A dynamic forward approach
Role of batch size in scheduling optimization of flexible manufacturing system using genetic algorithm
An improved genetic algorithm for multidimensional optimization of precedence-constrained production planning and scheduling
Design and tuning of an evolutionary multiobjective optimisation algorithm
An Algorithm of compromise structural Optimisation of Bar Structures
Optimisation of the SiFi-CC Compton camera for range verification in proton therapy through a genetic algorithm
The threshold waving algorithm for job shop scheduling
Project scheduling with multiple modes: A genetic algorithm
A comparative genetic algorithm for resource-constraint project scheduling
A genetic algorithm for multi-level, multi-machine lot sizing and scheduling
Time and space multi-manned assembly line balancing problem using genetic algorithm
Optimisation of shock absorber process parameters using failure mode and effect analysis and genetic algorithm
Pre-emptive resource-constrained multimode project scheduling using genetic algorithm: A dynamic forward approach
Role of batch size in scheduling optimization of flexible manufacturing system using genetic algorithm
An improved genetic algorithm for multidimensional optimization of precedence-constrained production planning and scheduling
Design and tuning of an evolutionary multiobjective optimisation algorithm
An Algorithm of compromise structural Optimisation of Bar Structures
Optimisation of the SiFi-CC Compton camera for range verification in proton therapy through a genetic algorithm