DocumentCode :
3540606
Title :
Self-organization for scheduling in agile manufacturing
Author :
Madureira, Ana ; Pereira, Ivo ; Sousa, Nelson
Author_Institution :
Sch. of Eng., Comput. Sci. Dept., Univ. of Porto, Porto, Portugal
fYear :
2011
fDate :
1-2 Sept. 2011
Firstpage :
38
Lastpage :
43
Abstract :
Agility refers to the manufacturing system ability to rapidly adapt to market and environmental changes in efficient and cost-effective ways. This paper addresses the development of self-organization methods to enhance the operations of a scheduling system, by integrating scheduling system, configuration and optimization into a single autonomic process requiring minimal manual intervention to increase productivity and effectiveness while minimizing complexity for users. We intend to conceptualize real manufacturing systems as interacting autonomous entities in order to build future Decision Support Systems (DSS) for Scheduling in agile manufacturing environments.
Keywords :
agile manufacturing; decision support systems; learning (artificial intelligence); multi-agent systems; scheduling; agile manufacturing scheduling; autonomic process; decision support system; machine learning; manufacturing system; multiagent system; self-organization method; swarm intelligence; Dynamic scheduling; Job shop scheduling; Optimization; Processor scheduling; Schedules; Agile Manufacturing; Machine Learning Techniques; Multi-Agent System; Self-configuration; Swarm Intelligence;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetic Intelligent Systems (CIS), 2011 IEEE 10th International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4673-0687-4
Type :
conf
DOI :
10.1109/CIS.2011.6169132
Filename :
6169132
Link To Document :
بازگشت