Title :
A multi-agent system for dynamic just-in-time manufacturing production scheduling
Author :
Boccalatte, Antonio ; Gozzi, Andrea ; Paolucci, Massimo ; Queirolo, Valentina ; Tamoglia, Mirko
Author_Institution :
Dept. of Commun., Comput. & Syst. Sci., Genova Univ., Italy
Abstract :
This work proposes an agent-based system for supporting dynamic scheduling in manufacturing. The ability of dynamic scheduling allows manufacturing production systems to promptly react to on-line demand variations, or in general to unexpected events, as required by the modern "agile" manufacturing paradigm. Multi-agent systems (MASs) have been indicated as a possible enabling factor for agility in manufacturing. This paper considers a class of dynamic scheduling problems characterized by a just-in-time objective and devises an on-line scheduling heuristic based on a multi-agent architecture. An experimental analysis is performed to compare different heuristic configurations with other non-agent-based ones. The results obtained show the effectiveness of the approach.
Keywords :
agile manufacturing; dynamic scheduling; just-in-time; multi-agent systems; agile manufacturing system; dynamic scheduling; just-in-time manufacturing production scheduling; multi-agent system; online scheduling heuristic; Application software; Computer aided manufacturing; Dynamic scheduling; Job shop scheduling; Manufacturing systems; Modems; Multiagent systems; Performance analysis; Processor scheduling; Production systems;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1401077