An intelligent hybridised distributed feedback control approach for the JIT open-shop scheduling problem Online publication date: Thu, 12-Sep-2024
by Azouz Meddourene; Brahim Bouzouia; Rosa Abbou; Nouara Achour
International Journal of Services and Operations Management (IJSOM), Vol. 49, No. 1, 2024
Abstract: In a real production environment, many companies are under pressure to increase customer satisfaction and reduce inventory costs. In this circumstance, production manufacturing within the just-in-time (JIT) approach should be combined with more flexibility. This paper proposes an intelligent hybrid approach called SA-DATC, which combines the two algorithms of simulated annealing (SA) and distributed arrival-time control (DATC) derived from control theory, to generate a reactive control strategy by combining the key advantages of each of them. The performances of the proposed method are tested on several randomly generated problems and are compared with quadratic linear program solutions to get a gauge of their relative effectiveness in a static environment. The results show the effectiveness of the proposed hybrid approach for JIT manufacturing by reducing production costs, production delays, and customer dissatisfaction.
Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Services and Operations Management (IJSOM):
Login with your Inderscience username and password:
Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.
If you still need assistance, please email subs@inderscience.com
Our Blog 
Follow us on Twitter 
Visit us on Facebook