DocumentCode :
169146
Title :
A multiagent approach for managing collaborative workflows in supply chains
Author :
Fu-Shiung Hsieh ; Jim-Bon Lin
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Chaoyang Univ. of Technol., Taichung, Taiwan
fYear :
2014
fDate :
21-23 May 2014
Firstpage :
71
Lastpage :
76
Abstract :
Due to sophisticated and frequently changing demands from customers, global competition and technological advances, the next generation advanced manufacturing technologies will rely on cooperation and collaboration of business partners to share costs, risks and expertise as no single company has all the expertise needed. To respond to these challenges, development of an effective scheme for managing collaborative workflows is required. In this paper, we propose a framework to achieve coherent and consistent workflows that can meet order requirements based on multi-agent systems (MAS). Scheduling collaborative workflow is a challenging problem due to the computational complexity involved, distributed architecture and dependency of different partners´ workflows. We propose an approach that combines MAS, contract net protocol, workflow models and optimization theories. We have implemented a prototype system based on industrial standards, including FIPA and the Petri net workflow specification model. Our solution algorithm has been developed based on transformation of the workflow model to optimization models to find the solutions.
Keywords :
Petri nets; computational complexity; contracts; manufacturing data processing; multi-agent systems; optimisation; scheduling; supply chains; workflow management software; FIPA; MAS; Petri net workflow specification model; business partners; collaborative workflow management; collaborative workflow scheduling; computational complexity; contract net protocol; distributed architecture; industrial standards; multi-agent systems; multiagent approach; next generation advanced manufacturing technologies; optimization model; prototype system; supply chains; workflow models; Collaboration; Companies; Computer architecture; Job shop scheduling; Optimization; Supply chains; multi-agent system; scheduling; workflow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Supported Cooperative Work in Design (CSCWD), Proceedings of the 2014 IEEE 18th International Conference on
Conference_Location :
Hsinchu
Type :
conf
DOI :
10.1109/CSCWD.2014.6846819
Filename :
6846819
Link To Document :
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