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| Content Provider | IEEE Xplore Digital Library | 
|---|---|
| Author | Barbosa, J. Leitao, P. Pereira, A.I. | 
| Copyright Year | 2011 | 
| Description | Author affiliation: Polytechnic Institute of Bragança, Campus Sta Apolónia, Apartado 1134, 5301-857, Portugal (Barbosa, J.; Leitao, P.; Pereira, A.I.) | 
| Abstract | Global markets impose strong requirements to manufacturing domain in terms of flexibility, robustness and reconfigurability. The multi-agent systems (MAS) paradigm is suitable to handle such requirements, introducing an alternative way to design complex, agile and adaptive systems. However, MAS based solutions may suffer of myopia due to the local optimal decision-making performed by the autonomous distributed agents having a partial knowledge of the problem. This paper depicts the optimization problem in MAS, particularly having in mind the achievement of adaptation, and explores the contributions that biology can offer to handle this issue. Two bio-inspired MAS solutions for routing pallets in a real assembly system are described to illustrate how optimization and adaptation can be combined. | 
| Starting Page | 1773 | 
| Ending Page | 1778 | 
| File Size | 891318 | 
| Page Count | 6 | 
| File Format | |
| ISBN | 9781424493104 | 
| e-ISBN | 9781424493128 | 
| e-ISBN | 9781424493111 | 
| DOI | 10.1109/ISIE.2011.5984425 | 
| Language | English | 
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) | 
| Publisher Date | 2011-06-27 | 
| Publisher Place | Poland | 
| Access Restriction | Subscribed | 
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) | 
| Subject Keyword | Optimization Job shop scheduling Manufacturing systems Evolution (biology) Dynamic scheduling | 
| Content Type | Text | 
| Resource Type | Article | 
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