Title :
A scheduling-specific modeling approach for real world scheduling
Author :
Grobler, J. ; Engelbrecht, A.P.
Author_Institution :
Univ. of Pretoria, Tshwane
Abstract :
This paper investigates the complexities associated with real-world production scheduling scenarios. A scheduling- specific modeling approach is provided, which encourages the incorporation of management input, a scheduling classification system and the context in which the scheduling solution will be deployed, into the development of production scheduling algorithms. A differential evolution-based scheduling algorithm was developed to facilitate the completion of the first iteration of the process as applied to a real-world scheduling problem. Apart from the significance of the paper in developing a scheduling- specific approach geared towards reducing the development time of production scheduling algorithms, the benefit of an improved production schedule can be generalized to include cost reduction, customer satisfaction, improved profitability and overall competitive advantage.
Keywords :
cost reduction; customer satisfaction; scheduling; cost reduction; customer satisfaction; real-world production scheduling; scheduling classification system; scheduling-specific modeling; Africa; Computer industry; Customer satisfaction; Decision making; Job shop scheduling; Processor scheduling; Production systems; Scheduling algorithm; Stochastic processes; Systems engineering and theory; Differential Evolution; Production scheduling;
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
DOI :
10.1109/IEEM.2007.4419156